Michael R. Lyu

Orcid: 0000-0002-3666-5798

Affiliations:
  • Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
  • University of Iowa, IA, USA (1992 - 1995)


According to our database1, Michael R. Lyu authored at least 687 papers between 1988 and 2025.

Collaborative distances:

Awards

ACM Fellow

ACM Fellow 2015, "For contributions to the theory and practice of software reliability engineering.".

IEEE Fellow

IEEE Fellow 2004, "For contributions to software reliability engineering and software fault tolerance.".

Timeline

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Bibliography

2025
On the shortcut learning in multilingual neural machine translation.
Neurocomputing, 2025

2024
Scoping Software Engineering for AI: The TSE Perspective.
IEEE Trans. Software Eng., November, 2024

KLNK: Expanding Page Boundaries in a Distributed Shared Memory System.
IEEE Trans. Parallel Distributed Syst., September, 2024

A Memory-Disaggregated Radix Tree.
ACM Trans. Storage, August, 2024

Understanding and Mitigating the Uncertainty in Zero-Shot Translation.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Go Static: Contextualized Logging Statement Generation.
Proc. ACM Softw. Eng., 2024

Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in Virtual Reality Apps.
Proc. ACM Softw. Eng., 2024

LILAC: Log Parsing using LLMs with Adaptive Parsing Cache.
Proc. ACM Softw. Eng., 2024

Your Code Secret Belongs to Me: Neural Code Completion Tools Can Memorize Hard-Coded Credentials.
Proc. ACM Softw. Eng., 2024

Contextualized Data-Wrangling Code Generation in Computational Notebooks.
CoRR, 2024

A Systematic Evaluation of Large Code Models in API Suggestion: When, Which, and How.
CoRR, 2024

Context-Dependent Interactable Graphical User Interface Element Detection for Spatial Computing Applications.
CoRR, 2024

Learning to Ask: When LLMs Meet Unclear Instruction.
CoRR, 2024

Search-Based LLMs for Code Optimization.
CoRR, 2024

Automated Defects Detection and Fix in Logging Statement.
CoRR, 2024

On the Resilience of Multi-Agent Systems with Malicious Agents.
CoRR, 2024

Automatically Generating UI Code from Screenshot: A Divide-and-Conquer-Based Approach.
CoRR, 2024

Less Cybersickness, Please: Demystifying and Detecting Stereoscopic Visual Inconsistencies in VR Apps.
CoRR, 2024

ULog: Unsupervised Log Parsing with Large Language Models through Log Contrastive Units.
CoRR, 2024

Automatic Programming: Large Language Models and Beyond.
CoRR, 2024

Exploring Multi-Lingual Bias of Large Code Models in Code Generation.
CoRR, 2024

A Unified Debugging Approach via LLM-Based Multi-Agent Synergy.
CoRR, 2024

How Well Can LLMs Echo Us? Evaluating AI Chatbots' Role-Play Ability with ECHO.
CoRR, 2024

Beyond Embeddings: The Promise of Visual Table in Multi-Modal Models.
CoRR, 2024

How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.
CoRR, 2024

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models.
CoRR, 2024

MTAD: Tools and Benchmarks for Multivariate Time Series Anomaly Detection.
CoRR, 2024

The Earth is Flat? Unveiling Factual Errors in Large Language Models.
CoRR, 2024

A & B == B & A: Triggering Logical Reasoning Failures in Large Language Models.
CoRR, 2024

CHIME: A Cache-Efficient and High-Performance Hybrid Index on Disaggregated Memory.
Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

New Job, New Gender? Measuring the Social Bias in Image Generation Models.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Enhancing LLM-Based Coding Tools through Native Integration of IDE-Derived Static Context.
LLM4CODE@ICSE, 2024

Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Demystifying the Privacy-Realism Dilemma in the Metaverse.
Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering Workshops, 2024

MicroRes: Versatile Resilience Profiling in Microservices via Degradation Dissemination Indexing.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection.
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

A Large-Scale Evaluation for Log Parsing Techniques: How Far Are We?
Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024

KPIRoot: Efficient Monitoring Metric-based Root Cause Localization in Large-scale Cloud Systems.
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis.
Proceedings of the 35th IEEE International Symposium on Software Reliability Engineering, 2024

An Exploratory Investigation of Log Anomalies in Unmanned Aerial Vehicles.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Less is More? An Empirical Study on Configuration Issues in Python PyPI Ecosystem.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Domain Knowledge Matters: Improving Prompts with Fix Templates for Repairing Python Type Errors.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

Knowledge-aware Alert Aggregation in Large-scale Cloud Systems: a Hybrid Approach.
Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

FaultProfIT: Hierarchical Fault Profiling of Incident Tickets in Large-scale Cloud Systems.
Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Practice, 2024

Learning in the Wild: Towards Leveraging Unlabeled Data for Effectively Tuning Pre-trained Code Models.
Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, 2024

On the Humanity of Conversational AI: Evaluating the Psychological Portrayal of LLMs.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

SPES: Towards Optimizing Performance-Resource Trade-Off for Serverless Functions.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Beyond Embeddings: The Promise of Visual Table in Visual Reasoning.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Enhancing Temporal Modeling of Video LLMs via Time Gating.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

On the Reliability of Psychological Scales on Large Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Making Long-Context Language Models Better Multi-Hop Reasoners.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

All Languages Matter: On the Multilingual Safety of LLMs.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Not All Countries Celebrate Thanksgiving: On the Cultural Dominance in Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Improving the Adversarial Transferability of Vision Transformers with Virtual Dense Connection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Curvature-Invariant Adversarial Attacks for 3D Point Clouds.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Tracemesh: Scalable and Streaming Sampling for Distributed Traces.
Proceedings of the 17th IEEE International Conference on Cloud Computing, 2024

2023
Prompt Tuning in Code Intelligence: An Experimental Evaluation.
IEEE Trans. Software Eng., November, 2023

APIBench: A Benchmark Dataset for Evaluating API Recommendation Approaches in Python and Java.
Dataset, November, 2023

Combatting Front-Running in Smart Contracts: Attack Mining, Benchmark Construction and Vulnerability Detector Evaluation.
IEEE Trans. Software Eng., June, 2023

Revisiting, Benchmarking and Exploring API Recommendation: How Far Are We?
IEEE Trans. Software Eng., April, 2023

Code Structure-Guided Transformer for Source Code Summarization.
ACM Trans. Softw. Eng. Methodol., January, 2023

API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning.
IEEE Trans. Software Eng., 2023

A transformer-based approach for improving app review response generation.
Softw. Pract. Exp., 2023

Assessing operational accuracy of CNN-based image classifiers using an oracle surrogate.
Intell. Syst. Appl., 2023

LLMParser: A LLM-based Log Parsing Framework.
CoRR, 2023

Who is ChatGPT? Benchmarking LLMs' Psychological Portrayal Using PsychoBench.
CoRR, 2023

All Languages Matter: On the Multilingual Safety of Large Language Models.
CoRR, 2023

Do Not Give Away My Secrets: Uncovering the Privacy Issue of Neural Code Completion Tools.
CoRR, 2023

A Large-scale Benchmark for Log Parsing.
CoRR, 2023

Towards Modeling Software Quality of Virtual Reality Applications from Users' Perspectives.
CoRR, 2023

Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench.
CoRR, 2023

Performance Issue Identification in Cloud Systems with Relational-Temporal Anomaly Detection.
CoRR, 2023

Exploring the Effectiveness of LLMs in Automated Logging Generation: An Empirical Study.
CoRR, 2023

On the Robustness of Latent Diffusion Models.
CoRR, 2023

Scalable and Adaptive Log-based Anomaly Detection with Expert in the Loop.
CoRR, 2023

EvLog: Evolving Log Analyzer for Anomalous Logs Identification.
CoRR, 2023

ChatGPT an ENFJ, Bard an ISTJ: Empirical Study on Personalities of Large Language Models.
CoRR, 2023

Constructing Effective In-Context Demonstration for Code Intelligence Tasks: An Empirical Study.
CoRR, 2023

ChatGPT or Grammarly? Evaluating ChatGPT on Grammatical Error Correction Benchmark.
CoRR, 2023

FUSEE: A Fully Memory-Disaggregated Key-Value Store (Extended Version).
CoRR, 2023

Ditto: An Elastic and Adaptive Memory-Disaggregated Caching System.
Proceedings of the 29th Symposium on Operating Systems Principles, 2023

BiasAsker: Measuring the Bias in Conversational AI System.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

API-Knowledge Aware Search-Based Software Testing: Where, What, and How.
Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2023

SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

REEF: A Framework for Collecting Real-World Vulnerabilities and Fixes.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

An Image is Worth a Thousand Toxic Words: A Metamorphic Testing Framework for Content Moderation Software.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Generative Type Inference for Python.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Maat: Performance Metric Anomaly Anticipation for Cloud Services with Conditional Diffusion.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Revealing Performance Issues in Server-Side WebAssembly Runtimes Via Differential Testing.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

AutoLog: A Log Sequence Synthesis Framework for Anomaly Detection.
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs?
Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

Validating Multimedia Content Moderation Software via Semantic Fusion.
Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2023

Loghub: A Large Collection of System Log Datasets for AI-driven Log Analytics.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Practical Anomaly Detection over Multivariate Monitoring Metrics for Online Services.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

EvLog: Identifying Anomalous Logs over Software Evolution.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

Towards Semantics- and Domain-Aware Adversarial Attacks.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Practical and Efficient Model Extraction of Sentiment Analysis APIs.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

MTTM: Metamorphic Testing for Textual Content Moderation Software.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Incident-aware Duplicate Ticket Aggregation for Cloud Systems.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Heterogeneous Anomaly Detection for Software Systems via Semi-supervised Cross-modal Attention.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Eadro: An End-to-End Troubleshooting Framework for Microservices on Multi-source Data.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

SemParser: A Semantic Parser for Log Analytics.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

A Roadmap towards Intelligent Operations for Reliable Cloud Computing Systems.
Proceedings of the IEEE International Conference on Data Mining, 2023

VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

FUSEE: A Fully Memory-Disaggregated Key-Value Store.
Proceedings of the 21st USENIX Conference on File and Storage Technologies, 2023

CLEVA: Chinese Language Models EVAluation Platform.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving the Transferability of Adversarial Samples by Path-Augmented Method.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Fine-Grained Data-Centric Content Protection Policy for Web Applications.
Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.
IEEE Trans. Software Eng., 2022

Web Service QoS Prediction via Collaborative Filtering: A Survey.
IEEE Trans. Serv. Comput., 2022

Memory-Safety Challenge Considered Solved? An In-Depth Study with All Rust CVEs.
ACM Trans. Softw. Eng. Methodol., 2022

Automating App Review Response Generation Based on Contextual Knowledge.
ACM Trans. Softw. Eng. Methodol., 2022

Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

An Intelligent Framework for Timely, Accurate, and Comprehensive Cloud Incident Detection.
ACM SIGOPS Oper. Syst. Rev., 2022

Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Understanding in-app advertising issues based on large scale app review analysis.
Inf. Softw. Technol., 2022

A Survey on Automated Log Analysis for Reliability Engineering.
ACM Comput. Surv., 2022

An Adaptive Resilience Testing Framework for Microservice Systems.
CoRR, 2022

Front-Running Attack Benchmark Construction and Vulnerability Detection Technique Evaluation.
CoRR, 2022

A Closer Look into Transformer-Based Code Intelligence Through Code Transformation: Challenges and Opportunities.
CoRR, 2022

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching.
CoRR, 2022

No more fine-tuning? an experimental evaluation of prompt tuning in code intelligence.
Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2022

Towards Efficient Post-training Quantization of Pre-trained Language Models.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

AEON: a method for automatic evaluation of NLP test cases.
Proceedings of the ISSTA '22: 31st ACM SIGSOFT International Symposium on Software Testing and Analysis, Virtual Event, South Korea, July 18, 2022

Managing Service Dependency for Cloud Reliability: The Industrial Practice.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

LogVm: Variable Semantics Miner for Log Messages.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2022

Static Inference Meets Deep learning: A Hybrid Type Inference Approach for Python.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

ARCLIN: Automated API Mention Resolution for Unformatted Texts.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

Adaptive Performance Anomaly Detection for Online Service Systems via Pattern Sketching.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Characterizing and Mitigating Anti-patterns of Alerts in Industrial Cloud Systems.
Proceedings of the 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2022

Improving Adversarial Transferability via Neuron Attribution-based Attacks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Accelerating Code Search with Deep Hashing and Code Classification.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Text Revision By On-the-Fly Representation Optimization.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
APIBench: A Benchmark Dataset for Evaluating API Recommendation Approaches in Python and Java.
Dataset, December, 2021

Why an Android App Is Classified as Malware: Toward Malware Classification Interpretation.
ACM Trans. Softw. Eng. Methodol., 2021

Making Online Sketching Hashing Even Faster.
IEEE Trans. Knowl. Data Eng., 2021

Special Section on Scalable Computing for Blockchain Systems.
IEEE Trans. Emerg. Top. Comput., 2021

CRaDLe: Deep code retrieval based on semantic Dependency Learning.
Neural Networks, 2021

Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience.
Inf. Softw. Technol., 2021

On the diversity of multi-head attention.
Neurocomputing, 2021

SemParser: A Semantic Parser for Log Analysis.
CoRR, 2021

Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection.
CoRR, 2021

HiTyper: A Hybrid Static Type Inference Framework with Neural Prediction.
CoRR, 2021

Open-Retrieval Conversational Machine Reading.
CoRR, 2021

TOUR: Dynamic Topic and Sentiment Analysis of User Reviews for Assisting App Release.
Proceedings of the Companion of The Web Conference 2021, 2021

Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

AID: Efficient Prediction of Aggregated Intensity of Dependency in Large-scale Cloud Systems.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Graph-based Incident Aggregation for Large-Scale Online Service Systems.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Discrete Auto-regressive Variational Attention Models for Text Modeling.
Proceedings of the International Joint Conference on Neural Networks, 2021

DAP-BERT: Differentiable Architecture Pruning of BERT.
Proceedings of the Neural Information Processing - 28th International Conference, 2021

Defuse: A Dependency-Guided Function Scheduler to Mitigate Cold Starts on FaaS Platforms.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Improving the Transferability of Adversarial Samples With Adversarial Transformations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

BinaryBERT: Pushing the Limit of BERT Quantization.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Incorporating geographical location for team formation in social coding sites.
World Wide Web, 2020

Random Priority-Based Thrashing Control for Distributed Shared Memory.
IEEE Trans. Parallel Distributed Syst., 2020

Effective Data-Aware Covariance Estimator From Compressed Data.
IEEE Trans. Neural Networks Learn. Syst., 2020

Benchmarking the Capability of Symbolic Execution Tools with Logic Bombs.
IEEE Trans. Dependable Secur. Comput., 2020

The AI Effect: Working at the Intersection of AI and SE.
IEEE Softw., 2020

Expert Perspectives on AI.
IEEE Softw., 2020

Layered obfuscation: a taxonomy of software obfuscation techniques for layered security.
Cybersecur., 2020

BinaryBERT: Pushing the Limit of BERT Quantization.
CoRR, 2020

An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis.
CoRR, 2020

Loghub: A Large Collection of System Log Datasets towards Automated Log Analytics.
CoRR, 2020

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR, 2020

Assessing the Bilingual Knowledge Learned by Neural Machine Translation Models.
CoRR, 2020

Why an Android App is Classified as Malware? Towards Malware Classification Interpretation.
CoRR, 2020

Discrete Variational Attention Models for Language Generation.
CoRR, 2020

CDS: A Cross-Version Software Defect Prediction Model With Data Selection.
IEEE Access, 2020

What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Towards intelligent incident management: why we need it and how we make it.
Proceedings of the ESEC/FSE '20: 28th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2020

Revisiting Parameter Sharing for Automatic Neural Channel Number Search.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Unsupervised Text Generation by Learning from Search.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Software Reliability Engineering for Resilient Cloud Operations.
Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

VD-BERT: A Unified Vision and Dialog Transformer with BERT.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Exploiting Unsupervised Data for Emotion Recognition in Conversations.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Towards Global Explanations of Convolutional Neural Networks With Concept Attribution.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Boosting the Transferability of Adversarial Samples via Attention.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Photon: A Robust Cross-Domain Text-to-SQL System.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2020

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning 3D Face Reconstruction with a Pose Guidance Network.
Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Neuron Interaction Based Representation Composition for Neural Machine Translation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Few Shot Network Compression via Cross Distillation.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.
Trans. Assoc. Comput. Linguistics, 2019

Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling.
CoRR, 2019

PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition.
CoRR, 2019

Detecting Deep Neural Network Defects with Data Flow Analysis.
CoRR, 2019

Microblog Hashtag Generation via Encoding Conversation Contexts.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Information Aggregation for Multi-Head Attention with Routing-by-Agreement.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Logzip: Extracting Hidden Structures via Iterative Clustering for Log Compression.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Automating App Review Response Generation.
Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Textout: Detecting Text-Layout Bugs in Mobile Apps via Visualization-Oriented Learning.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

An Empirical Study of Common Challenges in Developing Deep Learning Applications.
Proceedings of the 30th IEEE International Symposium on Software Reliability Engineering, 2019

Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Difficulty Controllable Generation of Reading Comprehension Questions.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Tools and benchmarks for automated log parsing.
Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Emerging app issue identification from user feedback: experience on WeChat.
Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Improving Question Generation With to the Point Context.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Towards Understanding Neural Machine Translation with Word Importance.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

NV-DNN: Towards Fault-Tolerant DNN Systems with N-Version Programming.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops, 2019

Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks.
Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

SelFlow: Self-Supervised Learning of Optical Flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Topic-Aware Neural Keyphrase Generation for Social Media Language.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

An Online Topic Modeling Framework with Topics Automatically Labeled.
Proceedings of the 2019 Workshop on Widening NLP@ACL 2019, Florence, Italy, July 28, 2019, 2019

DDFlow: Learning Optical Flow with Unlabeled Data Distillation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Generating Distractors for Reading Comprehension Questions from Real Examinations.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Title-Guided Encoding for Keyphrase Generation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Point-of-Interest Recommendation in Location-Based Social Networks
Springer Briefs in Computer Science, Springer, ISBN: 978-981-13-1348-6, 2018

Social Recommendation in Dynamic Networks.
Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

A Data Set for User Request Trace-Oriented Monitoring and its Applications.
IEEE Trans. Serv. Comput., 2018

MalPat: Mining Patterns of Malicious and Benign Android Apps via Permission-Related APIs.
IEEE Trans. Reliab., 2018

Online Nonlinear AUC Maximization for Imbalanced Data Sets.
IEEE Trans. Neural Networks Learn. Syst., 2018

Towards Automated Log Parsing for Large-Scale Log Data Analysis.
IEEE Trans. Dependable Secur. Comput., 2018

ARF-Predictor: Effective Prediction of Aging-Related Failure Using Entropy.
IEEE Trans. Dependable Secur. Comput., 2018

Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.
Soc. Netw. Anal. Min., 2018

Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation.
Neural Process. Lett., 2018

Difficulty Controllable Question Generation for Reading Comprehension.
CoRR, 2018

DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation.
CoRR, 2018

A Directed Acyclic Graph Approach to Online Log Parsing.
CoRR, 2018

AI Techniques in Software Engineering Paradigm.
Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Identifying impactful service system problems via log analysis.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

INFAR: insight extraction from app reviews.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Characterizing the natural language descriptions in software logging statements.
Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering, 2018

Exploring the effects of ad schemes on the performance cost of mobile phones.
Proceedings of the 1st International Workshop on Advances in Mobile App Analysis, 2018

A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Code Completion with Neural Attention and Pointer Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Online app review analysis for identifying emerging issues.
Proceedings of the 40th International Conference on Software Engineering, 2018

Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Topic Memory Networks for Short Text Classification.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Multi-Head Attention with Disagreement Regularization.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Manufacturing Resilient Bi-Opaque Predicates Against Symbolic Execution.
Proceedings of the 48th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2018

Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Neural Relational Topic Models for Scientific Article Analysis.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
QoS Prediction in Cloud and Service Computing - Approaches and Applications
Springer Briefs in Computer Science, Springer, ISBN: 978-981-10-5277-4, 2017

Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems.
IEEE Trans. Software Eng., 2017

Cloud Service Reliability Enhancement via Virtual Machine Placement Optimization.
IEEE Trans. Serv. Comput., 2017

Online QoS Prediction for Runtime Service Adaptation via Adaptive Matrix Factorization.
IEEE Trans. Parallel Distributed Syst., 2017

Semantically Consistent Image Completion with Fine-grained Details.
CoRR, 2017

High-Resolution Deep Convolutional Generative Adversarial Networks.
CoRR, 2017

On Secure and Usable Program Obfuscation: A Survey.
CoRR, 2017

Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

FROSH: FasteR Online Sketching Hashing.
Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Mining Business Opportunities from Location-based Social Networks.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Learning to Rank Using Localized Geometric Mean Metrics.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Software Defect Prediction via Convolutional Neural Network.
Proceedings of the 2017 IEEE International Conference on Software Quality, 2017

Simple and efficient parallelization for probabilistic temporal tensor factorization.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

CARP: Context-Aware Reliability Prediction of Black-Box Web Services.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Drain: An Online Log Parsing Approach with Fixed Depth Tree.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

IntelliAd: assisting mobile app developers in measuring ad costs automatically.
Proceedings of the 39th International Conference on Software Engineering, 2017

Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data.
Proceedings of the 34th International Conference on Machine Learning, 2017

Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method.
Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Concolic Execution on Small-Size Binaries: Challenges and Empirical Study.
Proceedings of the 47th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2017

From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.
Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

CBRAP: Contextual Bandits with RAndom Projection.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A Spatial-Temporal QoS Prediction Approach for Time-aware Web Service Recommendation.
ACM Trans. Web, 2016

Web Service Personalized Quality of Service Prediction via Reputation-Based Matrix Factorization.
IEEE Trans. Reliab., 2016

A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks.
ACM Trans. Intell. Syst. Technol., 2016

On Cloud Service Reliability Enhancement with Optimal Resource Usage.
IEEE Trans. Cloud Comput., 2016

Assessing the Security Properties of Software Obfuscation.
IEEE Secur. Priv., 2016

GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation.
CoRR, 2016

A Survey of Point-of-interest Recommendation in Location-based Social Networks.
CoRR, 2016

IntelliAd Understanding In-APP Ad Costs From Users Perspective.
CoRR, 2016

DiagDroid: Android performance diagnosis via anatomizing asynchronous executions.
Proceedings of the 24th ACM SIGSOFT International Symposium on Foundations of Software Engineering, 2016

Experience Report: Understanding Cross-Platform App Issues from User Reviews.
Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Experience Report: Detecting Poor-Responsive UI in Android Applications.
Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Experience Report: System Log Analysis for Anomaly Detection.
Proceedings of the 27th IEEE International Symposium on Software Reliability Engineering, 2016

Online non-negative dictionary learning via moment information for sparse Poisson coding.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Distributed Information-Theoretic Metric Learning in Apache Spark.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Asymmetric Correlation Regularized Matrix Factorization for Web Service Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2016

An Evaluation Study on Log Parsing and Its Use in Log Mining.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

N-version Obfuscation.
Proceedings of the 2nd ACM International Workshop on Cyber-Physical System Security, 2016

STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Reputation Measurement and Malicious Feedback Rating Prevention in Web Service Recommendation Systems.
IEEE Trans. Serv. Comput., 2015

Guest Editorial: Recommendation Techniques for Services Computing and Cloud Computing.
IEEE Trans. Serv. Comput., 2015

Towards Operational Cost Minimization in Hybrid Clouds for Dynamic Resource Provisioning with Delay-Aware Optimization.
IEEE Trans. Serv. Comput., 2015

Boosting Response Aware Model-Based Collaborative Filtering.
IEEE Trans. Knowl. Data Eng., 2015

Extracting and Selecting Distinctive EEG Features for Efficient Epileptic Seizure Prediction.
IEEE J. Biomed. Health Informatics, 2015

Selecting an Optimal Fault Tolerance Strategy for Reliable Service-Oriented Systems with Local and Global Constraints.
IEEE Trans. Computers, 2015

Budget constrained non-monotonic feature selection.
Neural Networks, 2015

Maximum margin semi-supervised learning with irrelevant data.
Neural Networks, 2015

Learning to suggest questions in social media.
Knowl. Inf. Syst., 2015

A topic-biased user reputation model in rating systems.
Knowl. Inf. Syst., 2015

Context-Aware Reliability Prediction of Black-Box Services.
CoRR, 2015

N-Version Obfuscation: Impeding Software Tampering Replication with Program Diversity.
CoRR, 2015

PersisDroid: Android Performance Diagnosis via Anatomizing Asynchronous Executions.
CoRR, 2015

Service fault tolerance for highly reliable service-oriented systems: an overview.
Sci. China Inf. Sci., 2015

WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications.
Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Fast Relative-Error Approximation Algorithm for Ridge Regression.
Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

SpyAware: Investigating the privacy leakage signatures in app execution traces.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

PAID: Prioritizing app issues for developers by tracking user reviews over versions.
Proceedings of the 26th IEEE International Symposium on Software Reliability Engineering, 2015

Exploiting k-Degree Locality to Improve Overlapping Community Detection.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Training-Efficient Feature Map for Shift-Invariant Kernels.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

A Privacy-Preserving QoS Prediction Framework for Web Service Recommendation.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Learning to Log: Helping Developers Make Informed Logging Decisions.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Entropy-Based Service Selection with Uncertain QoS for Mobile Cloud Computing.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Incorporating Implicit Link Preference Into Overlapping Community Detection.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Kernelized Online Imbalanced Learning with Fixed Budgets.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Social Recommendation in Dynamic Networks.
Encyclopedia of Social Network Analysis and Mining, 2014

An Online Performance Prediction Framework for Service-Oriented Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Investigating QoS of Real-World Web Services.
IEEE Trans. Serv. Comput., 2014

Reliability-Based Design Optimization for Cloud Migration.
IEEE Trans. Serv. Comput., 2014

An Automatic Framework for Detecting and Characterizing Performance Degradation of Software Systems.
IEEE Trans. Reliab., 2014

Web Service Recommendation via Exploiting Location and QoS Information.
IEEE Trans. Parallel Distributed Syst., 2014

Clustering Web services to facilitate service discovery.
Knowl. Inf. Syst., 2014

Modeling and exploiting tag relevance for Web service mining.
Knowl. Inf. Syst., 2014

A topology-aware method for scientific application deployment on cloud.
Int. J. Web Grid Serv., 2014

CGA-based deadlock solving strategies towards vehicle sensing systems.
EURASIP J. Wirel. Commun. Netw., 2014

Towards Continuous and Passive Authentication via Touch Biometrics: An Experimental Study on Smartphones.
Proceedings of the Tenth Symposium on Usable Privacy and Security, 2014

A Hierarchical Matrix Factorization Approach for Location-Based Web Service QoS Prediction.
Proceedings of the 8th IEEE International Symposium on Service Oriented System Engineering, 2014

Ratings meet reviews, a combined approach to recommend.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Gradient boosting factorization machines.
Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Combinatorial Pure Exploration of Multi-Armed Bandits.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Exploiting homophily-based implicit social network to improve recommendation performance.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Delay-Aware Cost Optimization for Dynamic Resource Provisioning in Hybrid Clouds.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Location-Based Hierarchical Matrix Factorization for Web Service Recommendation.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Non-monotonic Feature Selection for Regression.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Towards Online, Accurate, and Scalable QoS Prediction for Runtime Service Adaptation.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Trace Bench: An Open Data Set for Trace-Oriented Monitoring.
Proceedings of the IEEE 6th International Conference on Cloud Computing Technology and Science, 2014

Granger Causality-Aware Prediction and Diagnosis of Software Degradation.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

Towards an Open Data Set for Trace-Oriented Monitoring.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

QoS-Aware Web Service Recommendation via Collaborative Filtering.
Proceedings of the Web Services Foundations, 2014

2013
Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization.
IEEE Trans. Serv. Comput., 2013

Personalized Web Service Recommendation via Normal Recovery Collaborative Filtering.
IEEE Trans. Serv. Comput., 2013

QoS Ranking Prediction for Cloud Services.
IEEE Trans. Parallel Distributed Syst., 2013

Toward Fine-Grained, Unsupervised, Scalable Performance Diagnosis for Production Cloud Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2013

Personalized Reliability Prediction of Web Services.
ACM Trans. Softw. Eng. Methodol., 2013

Efficient online learning for multitask feature selection.
ACM Trans. Knowl. Discov. Data, 2013

MDiag: Mobility-assisted diagnosis for wireless sensor networks.
J. Netw. Comput. Appl., 2013

An online service-oriented performance profiling tool for cloud computing systems.
Frontiers Comput. Sci., 2013

Scaling Service-Oriented Applications into Geo-distributed Clouds.
Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

Fast algorithms for Dyck-CFL-reachability with applications to alias analysis.
Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation, 2013

Exact and Stable Recovery of Pairwise Interaction Tensors.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

A Unified Framework for Reputation Estimation in Online Rating Systems.
Proceedings of the IJCAI 2013, 2013

Where You Like to Go Next: Successive Point-of-Interest Recommendation.
Proceedings of the IJCAI 2013, 2013

Capturing Geographical Influence in POI Recommendations.
Proceedings of the Neural Information Processing - 20th International Conference, 2013

A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Sparse Poisson coding for high dimensional document clustering.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

Service-Generated Big Data and Big Data-as-a-Service: An Overview.
Proceedings of the IEEE International Congress on Big Data, 2013

Reputation-Aware QoS Value Prediction of Web Services.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

DR2: Dynamic Request Routing for Tolerating Latency Variability in Online Cloud Applications.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
Enhanced Models for Expertise Retrieval Using Community-Aware Strategies.
IEEE Trans. Syst. Man Cybern. Part B, 2012

Component Ranking for Fault-Tolerant Cloud Applications.
IEEE Trans. Serv. Comput., 2012

Mining Web Graphs for Recommendations.
IEEE Trans. Knowl. Data Eng., 2012

MatchSim: a novel similarity measure based on maximum neighborhood matching.
Knowl. Inf. Syst., 2012

A spectral clustering-based optimal deployment method for scientific application in cloud computing.
Int. J. Web Grid Serv., 2012

Localizing root causes of performance anomalies in cloud computing systems by analyzing request trace logs.
Sci. China Inf. Sci., 2012

A classification-based approach to question routing in community question answering.
Proceedings of the 21st World Wide Web Conference, 2012

Analyzing and predicting question quality in community question answering services.
Proceedings of the 21st World Wide Web Conference, 2012

Online Protocol Verification in Wireless Sensor Networks via Non-intrusive Behavior Profiling.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2012

Response Aware Model-Based Collaborative Filtering.
Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Modeling and exploiting heterogeneous bibliographic networks for expertise ranking.
Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

A Clustering-Based QoS Prediction Approach for Web Service Recommendation.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2012

Real-Time Performance Prediction for Cloud Components.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, 2012

Online learning for collaborative filtering.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

WSP: A Network Coordinate Based Web Service Positioning Framework for Response Time Prediction.
Proceedings of the 2012 IEEE 19th International Conference on Web Services, 2012

WSTRank: Ranking Tags to Facilitate Web Service Mining.
Proceedings of the Service-Oriented Computing - 10th International Conference, 2012

Are You a Social Conformer?
Proceedings of the Neural Information Processing - 19th International Conference, 2012

P-Tracer: Path-Based Performance Profiling in Cloud Computing Systems.
Proceedings of the 36th Annual IEEE Computer Software and Applications Conference, 2012

Do ads compete or collaborate?: designing click models with full relationship incorporated.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Information propagation in social rating networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Exploration of instantaneous amplitude and frequency features for epileptic seizure prediction.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

A Latency-Aware Co-deployment Mechanism for Cloud-Based Services.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

Topology-Aware Deployment of Scientific Applications in Cloud Computing.
Proceedings of the 2012 IEEE Fifth International Conference on Cloud Computing, 2012

2011
QoS-Aware Web Service Recommendation by Collaborative Filtering.
IEEE Trans. Serv. Comput., 2011

Estimation and Analysis of Some Generalized Multiple Change-Point Software Reliability Models.
IEEE Trans. Reliab., 2011

Near-duplicate keyframe retrieval by semi-supervised learning and nonrigid image matching.
ACM Trans. Multim. Comput. Commun. Appl., 2011

Improving Recommender Systems by Incorporating Social Contextual Information.
ACM Trans. Inf. Syst., 2011

Efficient Sparse Generalized Multiple Kernel Learning.
IEEE Trans. Neural Networks, 2011

Learning to recommend with explicit and implicit social relations.
ACM Trans. Intell. Syst. Technol., 2011

A Reliable and Efficient MAC Protocol for Underwater Acoustic Sensor Networks.
Int. J. Distributed Sens. Networks, 2011

CMAP: effective fusion of quality and relevance for multi-criteria recommendation.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Recommender systems with social regularization.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

RealProct: Reliable Protocol Conformance Testing with Real Nodes for Wireless Sensor Networks.
Proceedings of the IEEE 10th International Conference on Trust, 2011

Exploring Latent Features for Memory-Based QoS Prediction in Cloud Computing.
Proceedings of the 30th IEEE Symposium on Reliable Distributed Systems (SRDS 2011), 2011

Cross-library API recommendation using web search engines.
Proceedings of the SIGSOFT/FSE'11 19th ACM SIGSOFT Symposium on the Foundations of Software Engineering (FSE-19) and ESEC'11: 13th European Software Engineering Conference (ESEC-13), 2011

Probabilistic factor models for web site recommendation.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Mining test oracles of web search engines.
Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

WSPred: A Time-Aware Personalized QoS Prediction Framework for Web Services.
Proceedings of the IEEE 22nd International Symposium on Software Reliability Engineering, 2011

NRCF: A Novel Collaborative Filtering Method for Service Recommendation.
Proceedings of the IEEE International Conference on Web Services, 2011

Flow-Augmented Call Graph: A New Foundation for Taming API Complexity.
Proceedings of the Fundamental Approaches to Software Engineering, 2011

Towards a top-down and bottom-up bidirectional approach to joint information extraction.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Can irrelevant data help semi-supervised learning, why and how?
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Question identification on twitter.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Question routing in community question answering: putting category in its place.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Learning to Suggest Questions in Online Forums.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

BFTCloud: A Byzantine Fault Tolerance Framework for Voluntary-Resource Cloud Computing.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

A User Experience-Based Cloud Service Redeployment Mechanism.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

Toward Optimal Deployment of Communication-Intensive Cloud Applications.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

2010
Discriminative semi-supervised feature selection via manifold regularization.
IEEE Trans. Neural Networks, 2010

Bridging the Semantic Gap Between Image Contents and Tags.
IEEE Trans. Multim., 2010

Automatic string test data generation for detecting domain errors.
Softw. Test. Verification Reliab., 2010

Optimal Fault Tolerance Strategy Selection for Web Services.
Int. J. Web Serv. Res., 2010

An adaptive QoS-aware fault tolerance strategy for web services.
Empir. Softw. Eng., 2010

A delay-aware reliable event reporting framework for wireless sensor-actuator networks.
Ad Hoc Networks, 2010

Introduction to social recommendation.
Proceedings of the 19th International Conference on World Wide Web, 2010

CloudRank: A QoS-Driven Component Ranking Framework for Cloud Computing.
Proceedings of the 29th IEEE Symposium on Reliable Distributed Systems (SRDS 2010), New Delhi, Punjab, India, October 31, 2010

Mitigate the Bottleneck of Underwater Acoustic Sensor Networks via Priority Scheduling.
Proceedings of the Sixth International Conference on Mobile Ad-hoc and Sensor Networks, 2010

Random unit-test generation with MUT-aware sequence recommendation.
Proceedings of the ASE 2010, 2010

FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications.
Proceedings of the IEEE 21st International Symposium on Software Reliability Engineering, 2010

Multi-task Learning for one-class classification.
Proceedings of the International Joint Conference on Neural Networks, 2010

Distributed QoS Evaluation for Real-World Web Services.
Proceedings of the IEEE International Conference on Web Services, 2010

WSExpress: A QoS-aware Search Engine for Web Services.
Proceedings of the IEEE International Conference on Web Services, 2010

Component recommendation for cloud applications.
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering, 2010

Collaborative reliability prediction of service-oriented systems.
Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering, 2010

Online Learning for Group Lasso.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Simple and Efficient Multiple Kernel Learning by Group Lasso.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Sentomist: Unveiling Transient Sensor Network Bugs via Symptom Mining.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Online learning for multi-task feature selection.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

UserRec: A User Recommendation Framework in Social Tagging Systems.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Smooth Optimization for Effective Multiple Kernel Learning.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Diversifying Query Suggestion Results.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
An Adaptive Delay-Minimized Route Design for Wireless Sensor-Actuator Networks.
IEEE Trans. Veh. Technol., 2009

A Volume-Based Heat-Diffusion Classifier.
IEEE Trans. Syst. Man Cybern. Part B, 2009

Semisupervised SVM batch mode active learning with applications to image retrieval.
ACM Trans. Inf. Syst., 2009

Batch Mode Active Learning with Applications to Text Categorization and Image Retrieval.
IEEE Trans. Knowl. Data Eng., 2009

Preface for the ICEBE 2007 special section.
Serv. Oriented Comput. Appl., 2009

A Fast 2D Shape Recovery Approach by Fusing Features and Appearance.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

A novel kernel-based maximum a posteriori classification method.
Neural Networks, 2009

Arbitrary Norm Support Vector Machines.
Neural Comput., 2009

On Sensor Network Reconfiguration for Downtime-Free System Migration.
Mob. Networks Appl., 2009

Localized support vector regression for time series prediction.
Neurocomputing, 2009

Effective latent space graph-based re-ranking model with global consistency.
Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Learning to recommend with social trust ensemble.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Entropy-biased models for query representation on the click graph.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Learning to recommend with trust and distrust relationships.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Adaptive Regularization for Transductive Support Vector Machine.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

A Coalitional Game Model for Heat Diffusion Based Incentive Routing and Forwarding Scheme.
Proceedings of the NETWORKING 2009, 2009

Energy-efficient On-demand Active Contour Service for Sensor Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

Surviving Holes and Barriers in Geographic Data Reporting for Wireless Sensor Networks.
Proceedings of the IEEE 6th International Conference on Mobile Adhoc and Sensor Systems, 2009

A generalized Co-HITS algorithm and its application to bipartite graphs.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.
Proceedings of the International Joint Conference on Neural Networks, 2009

WSRec: A Collaborative Filtering Based Web Service Recommender System.
Proceedings of the IEEE International Conference on Web Services, 2009

Test selection for result inspection via mining predicate rules.
Proceedings of the 31st International Conference on Software Engineering, 2009

Non-monotonic feature selection.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

A QoS-aware fault tolerant middleware for dependable service composition.
Proceedings of the 2009 IEEE/IFIP International Conference on Dependable Systems and Networks, 2009

Nonrigid shape recovery by Gaussian process regression.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

TagRec: Leveraging Tagging Wisdom for Recommendation.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A social recommendation framework based on multi-scale continuous conditional random fields.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Enhancing expertise retrieval using community-aware strategies.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Robust Regularized Kernel Regression.
IEEE Trans. Syst. Man Cybern. Part B, 2008

Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.
IEEE Trans. Neural Networks, 2008

Face Annotation Using Transductive Kernel Fisher Discriminant.
IEEE Trans. Multim., 2008

A Multimodal and Multilevel Ranking Scheme for Large-Scale Video Retrieval.
IEEE Trans. Multim., 2008

A study of regularized Gaussian classifier in high-dimension small sample set case based on MDL principle with application to spectrum recognition.
Pattern Recognit., 2008

On sensor network reconfiguration for downtime-free system migrations.
Proceedings of the 5th International ICST Conference on Heterogeneous Networking for Quality, 2008

Learning with Consistency between Inductive Functions and Kernels.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

An Extended Level Method for Efficient Multiple Kernel Learning.
Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Near-duplicate keyframe retrieval by nonrigid image matching.
Proceedings of the 16th International Conference on Multimedia 2008, 2008

A QoS-Aware Middleware for Fault Tolerant Web Services.
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008

Anything You Want to Ask about Software Reliability Engineering.
Proceedings of the 19th International Symposium on Software Reliability Engineering (ISSRE 2008), 2008

Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel.
Proceedings of the International Joint Conference on Neural Networks, 2008

A Distributed Replication Strategy Evaluation and Selection Framework for Fault Tolerant Web Services.
Proceedings of the 2008 IEEE International Conference on Web Services (ICWS 2008), 2008

Voronoi-Based Sleeping Configuration in Wireless Sensor Networks with Location Error.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

Maximal-Robustness-Minimal-Fragility Controller: A Compromise between Robustness and Fragility of Biochemical Networks.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2008

Semi-supervised Learning from General Unlabeled Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Direct Zero-Norm Optimization for Feature Selection.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Formal Models for Expert Finding on DBLP Bibliography Data.
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

An Index-Based Sensor-Grouping Mechanism for Efficient Field-Coverage Wireless Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2008

A Novel Coalitional Game Model for Security Issues in Wireless Networks.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

An Effective Approach to 3D Deformable Surface Tracking.
Proceedings of the Computer Vision, 2008

WS-DREAM: A distributed reliability assessment Mechanism for Web Services.
Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

Semi-supervised SVM batch mode active learning for image retrieval.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Semi-supervised text categorization by active search.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

SoRec: social recommendation using probabilistic matrix factorization.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining social networks using heat diffusion processes for marketing candidates selection.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Learning latent semantic relations from clickthrough data for query suggestion.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Dynamic Web Service Composition: A New Approach in Building Reliable Web Service.
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008

2007
An Assessment of Testing-Effort Dependent Software Reliability Growth Models.
IEEE Trans. Reliab., 2007

Extraction and segmentation of tables from Chinese ink documents based on a matrix model.
Pattern Recognit., 2007

The generalized dependency degree between attributes.
J. Assoc. Inf. Sci. Technol., 2007

Blind Image Restoration by Combining Wavelet Transform and RBF Neural Network.
Int. J. Wavelets Multiresolution Inf. Process., 2007

Feature Selection Based on Minimum Error minimax Probability Machine.
Int. J. Pattern Recognit. Artif. Intell., 2007

An efficient intruder detection algorithm against sinkhole attacks in wireless sensor networks.
Comput. Commun., 2007

A hybrid particle swarm optimization-back-propagation algorithm for feedforward neural network training.
Appl. Math. Comput., 2007

A hierarchical mixture model for software reliability prediction.
Appl. Math. Comput., 2007

Web page classification with heterogeneous data fusion.
Proceedings of the 16th International Conference on World Wide Web, 2007

Extending Link-based Algorithms for Similar Web Pages with Neighborhood Structure.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

POWER-SPEED: A Power-Controlled Real-Time Data Transport Protocol for Wireless Sensor-Actuator Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

DiffusionRank: a possible penicillin for web spamming.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Effective missing data prediction for collaborative filtering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

A Survey of Fault Tolerant CORBA Systems.
Proceedings of the On the Move to Meaningful Internet Systems 2007: CoopIS, 2007

Efficient Convex Relaxation for Transductive Support Vector Machine.
Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Software Reliability Modeling with Test Coverage: Experimentation and Measurement with A Fault-Tolerant Software Project.
Proceedings of the ISSRE 2007, 2007

Maximum Margin based Semi-supervised Spectral Kernel Learning.
Proceedings of the International Joint Conference on Neural Networks, 2007

Two-stage Multi-class AdaBoost for Facial Expression Recognition.
Proceedings of the International Joint Conference on Neural Networks, 2007

ReliableWeb Services: Methodology, Experiment and Modeling.
Proceedings of the 2007 IEEE International Conference on Web Services (ICWS 2007), 2007

Software Reliability Engineering: A Roadmap.
Proceedings of the International Conference on Software Engineering, 2007

Kernel Maximum a Posteriori Classification with Error Bound Analysis.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Learning nonparametric kernel matrices from pairwise constraints.
Proceedings of the Machine Learning, 2007

An Empirical Study on Large-Scale Content-Based Image Retrieval.
Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Multimodal and Multilevel Ranking Framework for Content-Based Video Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2007

LOFT: A Latency-Oriented Fault Tolerant Transport Protocol for Wireless Sensor-Actuator Networks.
Proceedings of the Global Communications Conference, 2007

Progressive Finite Newton Approach To Real-time Nonrigid Surface Detection.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

A Multi-Scale Tikhonov Regularization Scheme for Implicit Surface Modelling.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Extraction of Line Segments and Circular Arcs From Freehand Strokes Based on Segmental Homogeneity Features.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Imbalanced learning with a biased minimax probability machine.
IEEE Trans. Syst. Man Cybern. Part B, 2006

Incorporating fault debugging activities into software reliability models: a simulation approach.
IEEE Trans. Reliab., 2006

A Unified Log-Based Relevance Feedback Scheme for Image Retrieval.
IEEE Trans. Knowl. Data Eng., 2006

Maximizing sensitivity in medical diagnosis using biased minimax probability Machine.
IEEE Trans. Biomed. Eng., 2006

How should software reliability engineering (SRE) be taught?
ACM SIGSOFT Softw. Eng. Notes, 2006

Collaborative image retrieval via regularized metric learning.
Multim. Syst., 2006

A modified learning algorithm incorporating additional functional constraints into neural networks.
Int. J. Pattern Recognit. Artif. Intell., 2006

Nonnegative independent component analysis based on minimizing mutual information technique.
Neurocomputing, 2006

A novel adaptive sequential niche technique for multimodal function optimization.
Neurocomputing, 2006

Time-dependent semantic similarity measure of queries using historical click-through data.
Proceedings of the 15th international conference on World Wide Web, 2006

PageSim: a novel link-based measure of web page aimilarity.
Proceedings of the 15th international conference on World Wide Web, 2006

Large-scale text categorization by batch mode active learning.
Proceedings of the 15th international conference on World Wide Web, 2006

PageSim: A Novel Link-Based Similarity Measure for the World Wide Web.
Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

ART: augmented reality table for interactive trading card game.
Proceedings of the Proceedings VRCIA 2006 ACM International Conference on Virtual Reality Continuum and its Applications, 2006

An Authentication Service Based on Trust and Clustering in Wireless Ad Hoc Networks: Description and Security Evaluation.
Proceedings of the IEEE International Conference on Sensor Networks, 2006

A Framework for Inheritance Testing from VDM++ Specifications.
Proceedings of the 12th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2006), 2006

Reliable Reporting of Delay-Sensitive Events in Wireless Sensor-Actuator Networks.
Proceedings of the IEEE 3rd International Conference on Mobile Adhoc and Sensor Systems, 2006

Learning the unified kernel machines for classification.
Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

A point-distribution index and its application to sensor-grouping in wireless sensor networks.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2006

Nonlinear Blind Source Separation Using Hybrid Neural Networks.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

A New Learning Algorithm for Function Approximation Incorporating <i>A Priori </i>Information into Extreme Learning Machine.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Making Services Fault Tolerant.
Proceedings of the Service Availability, 2006

Predictive Random Graph Ranking on the Web.
Proceedings of the International Joint Conference on Neural Networks, 2006

Local Support Vector Regression for Financial Time Series Prediction.
Proceedings of the International Joint Conference on Neural Networks, 2006

Spectrum Analysis Based onWindows with Variable Widths for Online Signature Verification.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Batch mode active learning and its application to medical image classification.
Proceedings of the Machine Learning, 2006

Constructing Robust and Resilient Framework for Cooperative Video Streaming.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

Gene Selection Based on Mutual Information for the Classification of Multi-class Cancer.
Proceedings of the Computational Intelligence and Bioinformatics, 2006

On the Intruder Detection for Sinkhole Attack in Wireless Sensor Networks.
Proceedings of IEEE International Conference on Communications, 2006

Adaptive Nearest Neighbor Classifier Based on Supervised Ellipsoid Clustering.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Real-Time Non-rigid Shape Recovery Via Active Appearance Models for Augmented Reality.
Proceedings of the Computer Vision, 2006

Learning Distance Metrics with Contextual Constraints for Image Retrieval.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Recognition of merged characters based on forepart prediction, necessity-sufficiency matching, and character-adaptive masking.
IEEE Trans. Syst. Man Cybern. Part B, 2005

A Simulation Approach to Structure-Based Software Reliability Analysis.
IEEE Trans. Software Eng., 2005

Optimal testing resource allocation, and sensitivity analysis in software development.
IEEE Trans. Reliab., 2005

Optimal release time for software systems considering cost, testing-effort, and test efficiency.
IEEE Trans. Reliab., 2005

Reliability analysis for various communication schemes in wireless CORBA.
IEEE Trans. Reliab., 2005

A comprehensive method for multilingual video text detection, localization, and extraction.
IEEE Trans. Circuits Syst. Video Technol., 2005

A novel scheme for hybrid digital video watermarking: approach, evaluation and experimentation.
IEEE Trans. Circuits Syst. Video Technol., 2005

The effect of code coverage on fault detection under different testing profiles.
ACM SIGSOFT Softw. Eng. Notes, 2005

A Hough transform based line recognition method utilizing both parameter space and image space.
Pattern Recognit., 2005

Reliability assessment and sensitivity analysis of software reliability growth modeling based on software module structure.
J. Syst. Softw., 2005

Predictive ranking: a novel page ranking approach by estimating the web structure.
Proceedings of the 14th international conference on World Wide Web, 2005

Comparative Studies on Feature Extraction Methods for Multispectral Remote Sensing Image Classification.
Proceedings of the IEEE International Conference on Systems, 2005

Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns.
Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

On setting up energy-efficient paths with transmitter power control in wireless sensor networks.
Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

PORT: A Price-Oriented Reliable Transport Protocol for Wireless Sensor Networks.
Proceedings of the 16th International Symposium on Software Reliability Engineering (ISSRE 2005), 2005

A Novel Method for Early Software Quality Prediction Based on Support Vector Machine.
Proceedings of the 16th International Symposium on Software Reliability Engineering (ISSRE 2005), 2005

An Experimental Evaluation on Reliability Features of N-Version Programming.
Proceedings of the 16th International Symposium on Software Reliability Engineering (ISSRE 2005), 2005

Methods of Decreasing the Number of Support Vectors via <i>k</i>-Mean Clustering.
Proceedings of the Advances in Intelligent Computing, 2005

Improvements to the Conventional Layer-by-Layer BP Algorithm.
Proceedings of the Advances in Intelligent Computing, 2005

Integrating User Feedback Log into Relevance Feedback by Coupled SVM for Content-Based Image Retrieval.
Proceedings of the 21st International Conference on Data Engineering Workshops, 2005

Digital Video Watermarking with a Genetic Algorithm.
Proceedings of the 3rd International Conference on Digital Archive Technologies, 2005

A New Feature of Uniformity of Image Texture Directions Coinciding with the Human Eyes Perception.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

A Semi-Supervised Active Learning Framework for Image Retrieval.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

CUHK Experiments with ImageCLEF 2005.
Proceedings of the Working Notes for CLEF 2005 Workshop co-located with the 9th European Conference on Digital Libraries (ECDL 2005), 2005

CUHK at ImageCLEF 2005: Cross-Language and Cross-Media Image Retrieval.
Proceedings of the Accessing Multilingual Information Repositories, 2005

2004
Analysis of Software Fault Removal Policies Using a Non-Homogeneous Continuous Time Markov Chain.
Softw. Qual. J., 2004

Extraction of karyocytes and their components from microscopic bone marrow images based on regional color features.
Pattern Recognit., 2004

Effective Multiresolution Arc Segmentation: Algorithms and Performance Evaluation.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

The Minimum Error Minimax Probability Machine.
J. Mach. Learn. Res., 2004

A pseudoinverse learning algorithm for feedforward neural networks with stacked generalization applications to software reliability growth data.
Neurocomputing, 2004

Design and Evaluation of a Fault-Tolerant Mobile-Agent System.
IEEE Intell. Syst., 2004

The powerrank web link analysis algorithm.
Proceedings of the 13th international conference on World Wide Web, 2004

Affinity rank: a new scheme for efficient web search.
Proceedings of the 13th international conference on World Wide Web, 2004

Web image learning for searching semantic concepts in image databases.
Proceedings of the 13th international conference on World Wide Web, 2004

Copyright protection on the web: a hybrid digital video watermarking scheme.
Proceedings of the 13th international conference on World Wide Web, 2004

Optimal Allocation of Testing-Resource Considering Cost, Reliability, and Testing-Effort.
Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2004), 2004

Expected-Reliability Analysis for Wireless CORBA with Imperfect Components.
Proceedings of the 10th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2004), 2004

A novel log-based relevance feedback technique in content-based image retrieval.
Proceedings of the 12th ACM International Conference on Multimedia, 2004

An Empirical Study on Reliability Modeling for Diverse Software Systems.
Proceedings of the 15th International Symposium on Software Reliability Engineering (ISSRE 2004), 2004

Video summarization by spatial-temporal graph optimization.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Biased Minimax Probability Machine for Medical Diagnosis.
Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004

Group-based Relevance Feedback with Support Vector Machine Ensembles.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Learning large margin classifiers locally and globally.
Proceedings of the Machine Learning, 2004

Video summarization by video structure analysis and graph optimization.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Robust face recognition using minimax probability machine.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Trust- and Clustering-Based Authentication Services in Mobile Ad Hoc Networks.
Proceedings of the 24th International Conference on Distributed Computing Systems Workshops (ICDCS 2004 Workshops), 2004

Integrating Trust in Grid Computing Systems.
Proceedings of the Grid and Cooperative Computing, 2004

Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

Software Reliability Growth Models Incorporating Fault Dependency with Various Debugging Time Lags.
Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004

2003
Regularization parameter estimation for feedforward neural networks.
IEEE Trans. Syst. Man Cybern. Part B, 2003

A Unified Scheme of Some Nonhomogenous Poisson Process Models for Software Reliability Estimation.
IEEE Trans. Software Eng., 2003

A Wireless Client for Accessing Multimodal Digital Video Library Systems.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Performance and Effectiveness Analysis of Checkpointing in Mobile Environments.
Proceedings of the 22nd Symposium on Reliable Distributed Systems (SRDS 2003), 2003

Character String Predicate Based Automatic Software Test Data Generation.
Proceedings of the 3rd International Conference on Quality Software (QSIC 2003), 2003

A wireless handheld multi-modal digital video library client system.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

A New Software Testing Approach Based on Domain Analysis of Specifications and Programs.
Proceedings of the 14th International Symposium on Software Reliability Engineering (ISSRE 2003), 2003

An Empirical Study on Testing and Fault Tolerance for Software Reliability Engineering.
Proceedings of the 14th International Symposium on Software Reliability Engineering (ISSRE 2003), 2003

Message Logging and Recovery in Wireless CORBA Using Access Bridge.
Proceedings of the 6th International Symposium on Autonomous Decentralized Systems (ISADS 2003), 2003

PVCAIS: a personal videoconference archive indexing system.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

Automatic generation of dubbing video slides for mobile wireless environment.
Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

A DWT-Based Digital Video Watermarking Scheme with Error Correcting Code.
Proceedings of the Information and Communications Security, 5th International Conference, 2003

Face recognition committee machines: dynamic vs. static structures.
Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Face recognition committee machine.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A robust statistic method for classifying color polarity of video text.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier.
Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

Sensitivity Analysis of Software Reliability for Component-Based Software Applications.
Proceedings of the 27th International Computer Software and Applications Conference (COMPSAC 2003): Design and Assessment of Trustworthy Software-Based Systems, 2003

A Novel Scheme for Video Similarity Detection.
Proceedings of the Image and Video Retrieval, Second International Conference, 2003

A Face Processing System Based on Committee Machine: The Approach and Experimental Results.
Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

Domain Testing Based on Character String Predicate.
Proceedings of the 12th Asian Test Symposium (ATS 2003), 17-19 November 2003, Xian, China, 2003

Extendable and Interchangeable Architecture Description of Distributed Systems Using UML and XML.
Proceedings of the Advanced Parallel Programming Technologies, 5th International Workshop, 2003

2002
Optimal allocation of test resources for software reliability growth modeling in software development.
IEEE Trans. Reliab., 2002

Cluster number selection for a small set of samples using the Bayesian Ying-Yang model.
IEEE Trans. Neural Networks, 2002

Component-Based Embedded Software Engineering: Development Framework, Quality Assurance and a Generic Assessment Environment.
Int. J. Softw. Eng. Knowl. Eng., 2002

Editorial.
Comput. Networks, 2002

A multilingual, multimodal digital video library system.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2002

Optimal Allocation of Testing Resources for Modular Software Systems.
Proceedings of the 13th International Symposium on Software Reliability Engineering (ISSRE 2002), 2002

Graphics Recognition from Binary Images: One Step or Two Steps.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A New Approach for Line Recognition in Large-size Images Using Hough Transform.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Edge Color Distribution Transform: An Efficient Tool for ObjectDetection in Images.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

A new approach for video text detection.
Proceedings of the 2002 International Conference on Image Processing, 2002

XVIP: An XML-Based Video Information Processing System.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

Optimal Resource Allocation and Reliability Analysis for Component-Based Software Applications.
Proceedings of the 26th International Computer Software and Applications Conference (COMPSAC 2002), 2002

2001
Framework for modeling software reliability, using various testing-efforts and fault-detection rates.
IEEE Trans. Reliab., 2001

Effect of code coverage on software reliability measurement.
IEEE Trans. Reliab., 2001

Analysis of privacy and non-repudiation on pay-TV systems.
IEEE Trans. Consumer Electron., 2001

Integrating digital libraries by CORBA, XML and Servlet.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2001

A Scalable Mediator System beyond Firewalls using CORBA, XML and Java Servlet.
Proceedings of the World Multiconference on Systemics, Cybernetics and Informatics, 2001

Design and Implementation of XML-Based Digital Video Library System.
Proceedings of the International Conference on Internet Computing, 2001

Tunneling Across Firewalls by using XML and Servlets: An Experiment on CORBA.
Proceedings of the International Conference on Internet Computing, 2001

2000
Securing Mobile Agents for Electronic Commerce: An Experiment.
Proceedings of the Information Security for Global Information Infrastructures, 2000

Design, Implementation, and Experimentation on Mobile Agent Security for Electronic Commerce Applications.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

ATACOBOL: A COBOL Test Coverage Analysis Tool and Its Applications.
Proceedings of the 11th International Symposium on Software Reliability Engineering (ISSRE 2000), 2000

Quantitative Software Reliability Modeling from Testing to Operation.
Proceedings of the 11th International Symposium on Software Reliability Engineering (ISSRE 2000), 2000

Firewall Security: Policies, Testing and Performance Evaluation.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

A Phase-Based Approach to Creating Highly Reliable Software.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

Effort-Index-Based Software Reliability Growth Models and Performance Assessment.
Proceedings of the 24th International Computer Software and Applications Conference (COMPSAC 2000), 2000

Component-based software engineering: technologies, development frameworks, and quality assurance schemes.
Proceedings of the 7th Asia-Pacific Software Engineering Conference (APSEC 2000), 2000

Software Quality Prediction Using Mixture Models with EM Algorithm.
Proceedings of the 1st Asia-Pacific Conference on Quality Software (APAQS 2000), 2000

SIAS: a secure shopping information agent system.
Proceedings of the Fourth International Conference on Autonomous Agents, 2000

1999
Guest Editor's Introduction to the Special Issue on Web Technologies.
IEEE Trans. Knowl. Data Eng., 1999

Software reliability modeling and cost estimation incorporating testing-effort and efficiency.
Proceedings of the 10th International Symposium on Software Reliability Engineering, 1999

Optimal Software Release Policy Based on Cost and Reliability with Testing Efficiency.
Proceedings of the 23rd International Computer Software and Applications Conference (COMPSAC '99), 1999

Security Modeling and Evaluation for the Mobile Code Paradigm.
Proceedings of the Advances in Computing Science, 1999

Testing, Reliability, and Interoperability Issues in the CORBA Programming Paradigm.
Proceedings of the 6th Asia-Pacific Software Engineering Conference (APSEC '99), 1999

1998
Reliability-oriented software engineering: design, testing, and evaluation techniques.
IEE Proc. Softw., 1998

Panel: Issues in the next generation of dependability standards.
Proceedings of the Ninth International Symposium on Software Reliability Engineering, 1998

Software reliability analysis incorporating fault detection and debugging activities.
Proceedings of the Ninth International Symposium on Software Reliability Engineering, 1998

Reliability simulation of component-based software systems.
Proceedings of the Ninth International Symposium on Software Reliability Engineering, 1998

Keynote Speech: Design Testing and Evaluation Techniques for Software Reliability Engineering.
Proceedings of the 24th EUROMICRO '98 Conference, 1998

1997
Diversity in the software development process.
Proceedings of the 3rd Workshop on Object-Oriented Real-Time Dependable Systems (WORDS '97), 1997

Incorporating Code Coverage in the Reliability Estimation for Fault-Tolerant Software.
Proceedings of the Sixteenth Symposium on Reliable Distributed Systems, 1997

Optimization of reliability allocation and testing schedule for software systems.
Proceedings of the Eighth International Symposium on Software Reliability Engineering, 1997

Renegotiable Quality of Service - A New Scheme for Fault Tolerance in Wireless Networks.
Proceedings of the Digest of Papers: FTCS-27, 1997

1996
A Generalized Technique for Simulating Software Reliability.
IEEE Softw., 1996

An empirical study of the correlation between code coverage and reliability estimation.
Proceedings of the 3rd IEEE International Software Metrics Symposium (METRICS 1996), 1996

1995
An experiment in determining software reliability model applicability.
Proceedings of the Sixth International Symposium on Software Reliability Engineering, 1995

Software reliability engineering study of a large-scale telecommunications software system.
Proceedings of the Sixth International Symposium on Software Reliability Engineering, 1995

ARMOR: Analyzer for Reducing Module Operational Risk.
Proceedings of the Digest of Papers: FTCS-25, 1995

1994
Achieving Software Quality with Testing Coverage Measures.
Computer, 1994

A generalized software reliability process simulation technique and tool.
Proceedings of the 5th International Symposium on Software Reliability Engineering, 1994

Software reliability: to use or not to use?
Proceedings of the 5th International Symposium on Software Reliability Engineering, 1994

1993
A coverage analysis tool for the effectiveness of software testing.
Proceedings of the Fourth International Symposium on Software Reliability Engineering, 1993

System reliability analysis of an N-version programming application.
Proceedings of the Fourth International Symposium on Software Reliability Engineering, 1993

A Systematic and Comprehensive Tool for Software Reliability Modeling and Measurement.
Proceedings of the Digest of Papers: FTCS-23, 1993

1992
Applying Reliability Models More Effectively.
IEEE Softw., 1992

Some Coupling Measures for C++ Programs.
Proceedings of the TOOLS 1992: 8th International Conference on Technology of Object-Oriented Languages and Systems, 1992

Reliability and maintainability related software coupling metrics in C++ programs.
Proceedings of the Third International Symposium on Software Reliability Engineering, 1992

Software reliability measurements in N-Version software execution environment.
Proceedings of the Third International Symposium on Software Reliability Engineering, 1992

Software diversity metrics and measurements.
Proceedings of the Sixteenth Annual International Computer Software and Applications Conference, 1992

1991
PANEL: research and development issues in software reliability engineering.
ACM SIGSOFT Softw. Eng. Notes, 1991

A heuristic approach for software reliability prediction: the equally-weighted linear combination model.
Proceedings of the Second International Symposium on Software Reliability Engineering, 1991

Software reliability measurements through combination models: approaches, results, and a CASE tool.
Proceedings of the Fifteenth Annual International Computer Software and Applications Conference, 1991

1988
In search of effective diversity: a six-language study of fault-tolerant flight control software.
Proceedings of the Eighteenth International Symposium on Fault-Tolerant Computing, 1988


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