Jianxin Li

Orcid: 0000-0001-5152-0055

Affiliations:
  • Beihang University, Beijing Advanced Innovation Center of Big data and Brain Computing, China


According to our database1, Jianxin Li authored at least 248 papers between 2005 and 2024.

Collaborative distances:

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Bibliography

2024
Self-supervised Bipartite Graph Representation Learning: A Dirichlet Max-margin Matrix Factorization Approach.
ACM Trans. Intell. Syst. Technol., June, 2024

A Survey on Deep Learning Event Extraction: Approaches and Applications.
IEEE Trans. Neural Networks Learn. Syst., May, 2024

PE-Attack: On the Universal Positional Embedding Vulnerability in Transformer-Based Models.
IEEE Trans. Inf. Forensics Secur., 2024

TAPFed: Threshold Secure Aggregation for Privacy-Preserving Federated Learning.
IEEE Trans. Dependable Secur. Comput., 2024

CoSENT: Consistent Sentence Embedding via Similarity Ranking.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment.
Neural Networks, 2024

GC-Bench: An Open and Unified Benchmark for Graph Condensation.
CoRR, 2024

Beyond Human Preferences: Exploring Reinforcement Learning Trajectory Evaluation and Improvement through LLMs.
CoRR, 2024

IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning.
CoRR, 2024

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction.
CoRR, 2024

Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion.
CoRR, 2024

Building Flexible Machine Learning Models for Scientific Computing at Scale.
CoRR, 2024

FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning.
CoRR, 2024

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment.
CoRR, 2024

Privacy-preserving graph publishing with disentangled variational information bottleneck.
Concurr. Comput. Pract. Exp., 2024

Dynamic Graph Information Bottleneck.
Proceedings of the ACM on Web Conference 2024, 2024

PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

A Comprehensive Specification and Verification of the L4 Microkernel API.
Proceedings of the Tools and Algorithms for the Construction and Analysis of Systems, 2024

MultiNetAD: Multiplex Network-Based Anomaly Access Detection Featuring Semantic Hierarchies.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Multi-Modal Inductive Framework for Text-Video Retrieval.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Efficient Mixture of Experts based on Large Language Models for Low-Resource Data Preprocessing.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Hyperbolic Geometric Latent Diffusion Model for Graph Generation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

ColBetect: A Contrastive Learning Framework Featuring Dual Negative Samples for Anomaly Behavior Detection.
Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Decoding Global Preferences: Temporal and Cooperative Dependency Modeling in Multi-Agent Preference-Based Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

ReGCL: Rethinking Message Passing in Graph Contrastive Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Guest Editorial Introduction to the Special Issue on Anomaly Detection in Emerging Data-Driven Applications: Theory, Algorithms, and Applications.
IEEE Trans. Knowl. Data Eng., December, 2023

Event Extraction by Associating Event Types and Argument Roles.
IEEE Trans. Big Data, December, 2023

A Robust and Generalized Framework for Adversarial Graph Embedding.
IEEE Trans. Knowl. Data Eng., November, 2023

Higher-order memory guided temporal random walk for dynamic heterogeneous network embedding.
Pattern Recognit., November, 2023

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems.
ACM Trans. Web, August, 2023

Adaptive Subgraph Neural Network With Reinforced Critical Structure Mining.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Colorectal cancer lymph node metastasis prediction with weakly supervised transformer-based multi-instance learning.
Medical Biol. Eng. Comput., June, 2023

Adaptive curvature exploration geometric graph neural network.
Knowl. Inf. Syst., May, 2023

Expanding the prediction capacity in long sequence time-series forecasting.
Artif. Intell., May, 2023

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.
IEEE Trans. Knowl. Data Eng., March, 2023

Higher-Order Attribute-Enhancing Heterogeneous Graph Neural Networks.
IEEE Trans. Knowl. Data Eng., 2023

Unleashing the potential of GNNs via Bi-directional Knowledge Transfer.
CoRR, 2023

Precise influence evaluation in complex networks.
CoRR, 2023

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction.
CoRR, 2023

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT.
CoRR, 2023

SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization.
Proceedings of the ACM Web Conference 2023, 2023

Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment.
Proceedings of the ACM Web Conference 2023, 2023

Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification.
Proceedings of the ACM Web Conference 2023, 2023

Unbiased and Efficient Self-Supervised Incremental Contrastive Learning.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Does Graph Distillation See Like Vision Dataset Counterpart?
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Long-delayed Sparsity: Learning a Better Transformer through Reward Redistribution.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

BadRes: Reveal the Backdoors Through Residual Connection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Bipartite Graph Pre-training for Unsupervised Extractive Summarization with Graph Convolutional Auto-Encoders.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DisCo: Distilled Student Models Co-training for Semi-supervised Text Mining.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

POINE<sup>2</sup>: Improving Poincaré Embeddings for Hierarchy-Aware Complex Query Reasoning over Knowledge Graphs.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Path Spuriousness-aware Reinforcement Learning for Multi-Hop Knowledge Graph Reasoning.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Self-Organization Preserved Graph Structure Learning with Principle of Relevant Information.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Survey on Text Classification: From Traditional to Deep Learning.
ACM Trans. Intell. Syst. Technol., 2022

Lime: Low-Cost and Incremental Learning for Dynamic Heterogeneous Information Networks.
IEEE Trans. Computers, 2022

Fact-Driven Abstractive Summarization by Utilizing Multi-Granular Multi-Relational Knowledge.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Adaptive Pre-Training and Collaborative Fine-Tuning: A Win-Win Strategy to Improve Review Analysis Tasks.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Attend and select: A segment selective transformer for microblog hashtag generation.
Knowl. Based Syst., 2022

Cross-knowledge-graph entity alignment via relation prediction.
Knowl. Based Syst., 2022

Task-Specific Expert Pruning for Sparse Mixture-of-Experts.
CoRR, 2022

Cross-Domain Object Detection with Mean-Teacher Transformer.
CoRR, 2022

Curvature Graph Generative Adversarial Networks.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

MtCut: A Multi-Task Framework for Ranked List Truncation.
Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

MuchSUM: Multi-channel Graph Neural Network for Extractive Summarization.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Jump Self-attention: Capturing High-order Statistics in Transformers.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AutoST: Towards the Universal Modeling of Spatio-temporal Sequences.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AIQoSer: Building the efficient Inference-QoS for AI Services.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

HiGIL: Hierarchical Graph Inference Learning for Fact Checking.
Proceedings of the IEEE International Conference on Data Mining, 2022

Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework That Works.
Proceedings of the IEEE International Conference on Acoustics, 2022

Explicitly Modeling Importance and Coherence for Timeline Summarization.
Proceedings of the IEEE International Conference on Acoustics, 2022

Learning Music Sequence Representation From Text Supervision.
Proceedings of the IEEE International Conference on Acoustics, 2022

MTTrans: Cross-domain Object Detection with Mean Teacher Transformer.
Proceedings of the Computer Vision - ECCV 2022, 2022

Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Graph Structure Learning with Variational Information Bottleneck.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.
IEEE Trans. Knowl. Data Eng., 2021

Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks.
ACM Trans. Knowl. Discov. Data, 2021

POLLA: Enhancing the Local Structure Awareness in Long Sequence Spatial-temporal Modeling.
ACM Trans. Intell. Syst. Technol., 2021

Structured Sparsity Model Based Trajectory Tracking Using Private Location Data Release.
IEEE Trans. Dependable Secur. Comput., 2021

A Bisubmodular Approach to Event Detection and Prediction in Multivariate Social Graphs.
IEEE Trans. Comput. Soc. Syst., 2021

MERTA: micro-expression recognition with ternary attentions.
Multim. Tools Appl., 2021

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.
J. Artif. Intell. Res., 2021

Learning graph attention-aware knowledge graph embedding.
Neurocomputing, 2021

Event prediction based on evolutionary event ontology knowledge.
Future Gener. Comput. Syst., 2021

Deep Learning Schema-based Event Extraction: Literature Review and Current Trends.
CoRR, 2021

Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations.
CoRR, 2021

RoSearch: Search for Robust Student Architectures When Distilling Pre-trained Language Models.
CoRR, 2021

Attend and Select: A Segment Attention based Selection Mechanism for Microblog Hashtag Generation.
CoRR, 2021

Automated Timeline Length Selection for Flexible Timeline Summarization.
CoRR, 2021

Federated Knowledge Graphs Embedding.
CoRR, 2021

Real-time partitioned scheduling: Exploiting the inter-resource affinity for task allocation on multiprocessors.
Concurr. Comput. Pract. Exp., 2021

MASA: An efficient framework for anomaly detection in multi-attributed networks.
Comput. Secur., 2021

Osprey: A fast and accurate patch presence test framework for binaries.
Comput. Commun., 2021

SUGAR: Subgraph Neural Network with Reinforcement Pooling and Self-Supervised Mutual Information Mechanism.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs.
Proceedings of the WWW '21: The Web Conference 2021, 2021

HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Triplet Attention: Rethinking the Similarity in Transformers.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

TextGTL: Graph-based Transductive Learning for Semi-supervised Text Classification via Structure-Sensitive Interpolation.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

MERITS: Medication Recommendation for Chronic Disease with Irregular Time-Series.
Proceedings of the IEEE International Conference on Data Mining, 2021

ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network.
Proceedings of the IEEE International Conference on Data Mining, 2021

FreeLauncher: Lossless Failure Recovery of Parameter Servers with Ultralight Replication.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

Differentially Private Federated Knowledge Graphs Embedding.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Graph-based Semi-Supervised Learning by Strengthening Local Label Consistency.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Two-tier Graph Contextual Embedding for Cross-device User Matching.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Adversarial Directed Graph Embedding.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Tree decomposition based anomalous connected subgraph scanning for detecting and forecasting events in attributed social media networks.
Neurocomputing, 2020

Event detection and evolution in multi-lingual social streams.
Frontiers Comput. Sci., 2020

Lifelong Property Price Prediction: A Case Study for the Toronto Real Estate Market.
CoRR, 2020

Adversarial Directed Graph Embedding.
CoRR, 2020

A Survey on Text Classification: From Shallow to Deep Learning.
CoRR, 2020

Forming an Electoral College for a Graph: a Heuristic Semi-supervised Learning Framework.
CoRR, 2020

TIMiner: Automatically extracting and analyzing categorized cyber threat intelligence from social data.
Comput. Secur., 2020

Dynamic network embedding via incremental skip-gram with negative sampling.
Sci. China Inf. Sci., 2020

Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
SPFC: An Effective Optimization for Vertex-Centric Graph Processing Systems.
IEEE Trans. Sustain. Comput., 2019

A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors.
IEEE Trans. Knowl. Data Eng., 2019

Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams.
IEEE Trans. Big Data, 2019

Extracting and reusing blocks of knowledge in learning classifier systems for text classification: a lifelong machine learning approach.
Soft Comput., 2019

Modeling and clustering attacker activities in IoT through machine learning techniques.
Inf. Sci., 2019

Advanced encryption standard based on key dependent S-Box cube.
IET Inf. Secur., 2019

RWNE: A Scalable Random-Walk based Network Embedding Framework with Personalized Higher-order Proximity Preserved.
CoRR, 2019

Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification.
CoRR, 2019

Bibliographic Name Disambiguation with Graph Convolutional Network.
Proceedings of the Web Information Systems Engineering - WISE 2019, 2019

Learning Semantic Coherence for Machine Generated Spam Text Detection.
Proceedings of the International Joint Conference on Neural Networks, 2019

Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Aspect-Based Sentiment Classification with Attentive Neural Turing Machines.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Parallel Steepest Ascent Hill-Climbing for High Nonlinear Boolean and Vectorial Boolean Functions (S-Boxes).
Proceedings of the Information and Communications Security - 21st International Conference, 2019

AES Based on Key Dependently Nonlinear Redundant S-Box.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Adaptive Hybrid Transaction Processing with Hardware Transaction Memory.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Uncovering Specific-Shape Graph Anomalies in Attributed Graphs.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Road Traffic Speed Prediction: A Probabilistic Model Fusing Multi-Source Data.
IEEE Trans. Knowl. Data Eng., 2018

Sentiment analysis and spam detection in short informal text using learning classifier systems.
Soft Comput., 2018

FluteDB: An efficient and scalable in-memory time series database for sensor-cloud.
J. Parallel Distributed Comput., 2018

HotML: A DSM-based machine learning system for social networks.
J. Comput. Sci., 2018

Model-based non-Gaussian interest topic distribution for user retweeting in social networks.
Neurocomputing, 2018

Gait-based Human identification using acoustic sensor and deep neural network.
Future Gener. Comput. Syst., 2018

Incremental term representation learning for social network analysis.
Future Gener. Comput. Syst., 2018

Eagle+: A fast incremental approach to automaton and table online updates for cloud services.
Future Gener. Comput. Syst., 2018

Graph Convolutional Neural Networks via Motif-based Attention.
CoRR, 2018

Hierarchical Attention Networks for Knowledge Base Completion via Joint Adversarial Training.
CoRR, 2018

A Lightweight Music Texture Transfer System.
CoRR, 2018

Inferring Multiplex Diffusion Network via Multivariate Marked Hawkes Process.
CoRR, 2018

Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN.
Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

An Efficient Framework for Detecting Evolving Anomalous Subgraphs in Dynamic Networks.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

A Time-Sensitive Hybrid Learning Model for Patient Subgrouping.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Time-evolving Text Classification with Deep Neural Networks.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Path-Graph Fusion Based Community Detection over Heterogeneous Information Network.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Mining Semantic Variation in Time Series for Rumor Detection Via Recurrent Neural Networks.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Training and Evaluating Improved Dependency-Based Word Embeddings.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Towards an efficient snapshot approach for virtual machines in clouds.
Inf. Sci., 2017

Stacked Kernel Network.
CoRR, 2017

Parallel algorithms for anomalous subgraph detection.
Concurr. Comput. Pract. Exp., 2017

An Efficient Approach to Event Detection and Forecasting in Dynamic Multivariate Social Media Networks.
Proceedings of the 26th International Conference on World Wide Web, 2017

RPS-TSM: A Robot Perception System Based on Temporal Semantic Map.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

FluteDB: An Efficient and Dependable Time-Series Database Storage Engine.
Proceedings of the Security, Privacy, and Anonymity in Computation, Communication, and Storage, 2017

Optimizing XCSR for Text Classification.
Proceedings of the 2017 IEEE Symposium on Service-Oriented System Engineering, 2017

DPS: A DSM-based Parameter Server for Machine Learning.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Query-Driven Discovery of Anomalous Subgraphs in Attributed Graphs.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Improving the Generalization Performance of Multi-class SVM via Angular Regularization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

User Interest Propagation and Its Application in Recommender System.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Solving Social Media Text Classification Problems Using Code Fragment-Based XCSR.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Text Classification Using Lifelong Machine Learning.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

IoT Eye An Efficient System for Dynamic IoT Devices Auto-discovery on Organization Level.
Proceedings of the 4th IEEE International Conference on Cyber Security and Cloud Computing, 2017

PMS: an Effective Approximation Approach for Distributed Large-scale Graph Data Processing and Mining.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Incrementally Learning the Hierarchical Softmax Function for Neural Language Models.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Proxies for Shortest Path and Distance Queries.
IEEE Trans. Knowl. Data Eng., 2016

Speech Bandwidth Extension Using Recurrent Temporal Restricted Boltzmann Machines.
IEEE Signal Process. Lett., 2016

Toward a flexible and fine-grained access control framework for infrastructure as a service clouds.
Secur. Commun. Networks, 2016

iGraph: an incremental data processing system for dynamic graph.
Frontiers Comput. Sci., 2016

Bursty event detection from microblog: a distributed and incremental approach.
Concurr. Comput. Pract. Exp., 2016

Eagle: An Agile Approach to Automaton Updating in Cloud Security Services.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

On the Representation and Embedding of Knowledge Bases beyond Binary Relations.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Efficient Nonparametric Subgraph Detection Using Tree Shaped Priors.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
CloudMon: a resource-efficient IaaS cloud monitoring system based on networked intrusion detection system virtual appliances.
Concurr. Comput. Pract. Exp., 2015

iMIG: Toward an Adaptive Live Migration Method for KVM Virtual Machines.
Comput. J., 2015

PARS: A Page-Aware Replication System for Efficiently Storing Virtual Machine Snapshots.
Proceedings of the 11th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments, 2015

Prediction and Clustering of User Relationship in Social Network.
Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

Discovering Event Evolution Chain in Microblog.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

LiveIndex: A Distributed Online Index System for Temporal Microblog Data.
Proceedings of the 17th IEEE International Conference on High Performance Computing and Communications, 2015

A Novel Anomaly Detection Approach for Mitigating Web-Based Attacks Against Clouds.
Proceedings of the IEEE 2nd International Conference on Cyber Security and Cloud Computing, 2015

ShutterRoller: Preserving Social Network Privacy towards High-Speed Domain Gateway.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
Distance Landmarks Revisited for Road Graphs.
CoRR, 2014

Virtual vignettes: the acquisition, analysis, and presentation of social network data.
Sci. China Inf. Sci., 2014

Shutter: Preventing Information Leakage Based on Domain Gateway for Social Networks.
Proceedings of the 2014 IEEE 11th Intl Conf on Ubiquitous Intelligence and Computing and 2014 IEEE 11th Intl Conf on Autonomic and Trusted Computing and 2014 IEEE 14th Intl Conf on Scalable Computing and Communications and Its Associated Workshops, 2014

NSLPA: A Node Similarity Based Label Propagation Algorithm for Real-Time Community Detection.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

Opinion Mining and Sentiment Analysis in Social Networks: A Retweeting Structure-Aware Approach.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

Online Bursty Event Detection from Microblog.
Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, 2014

HotRestore: A Fast Restore System for Virtual Machine Cluster.
Proceedings of the 28th Large Installation System Administration Conference, 2014

ConSnap: Taking continuous snapshots for running state protection of virtual machines.
Proceedings of the 20th IEEE International Conference on Parallel and Distributed Systems, 2014

SyncSnap: Synchronized Live Memory Snapshots of Virtual Machine Networks.
Proceedings of the 2014 IEEE International Conference on High Performance Computing and Communications, 2014

2013
HiTrust: building cross-organizational trust relationship based on a hybrid negotiation tree.
Telecommun. Syst., 2013

CyberLiveApp: A secure sharing and migration approach for live virtual desktop applications in a cloud environment.
Future Gener. Comput. Syst., 2013

VMScatter: migrate virtual machines to many hosts.
Proceedings of the ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments (co-located with ASPLOS 2013), 2013

iScreen: A Merged Screen of Local System with Remote Applications in a Mobile Cloud Environment.
Proceedings of the Seventh IEEE International Symposium on Service-Oriented System Engineering, 2013

HotSnap: A Hot Distributed Snapshot System For Virtual Machine Cluster.
Proceedings of the Lucky LISA: Proceedings of the 27th Large Installation System Administration Conference, 2013

LoRe: Supporting Non-deterministic Events Logging and Replay for KVM Virtual Machines.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

vMON: An Efficient Out-of-VM Process Monitor for Virtual Machines.
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013

Faceted Search in Business Intelligence on the Cloud.
Proceedings of the 2013 IEEE International Conference on Green Computing and Communications (GreenCom) and IEEE Internet of Things (iThings) and IEEE Cyber, 2013

2012
CyberGuarder: A virtualization security assurance architecture for green cloud computing.
Future Gener. Comput. Syst., 2012

Adaptive Service Discovery on Service-Oriented and Spontaneous Sensor Systems.
Ad Hoc Sens. Wirel. Networks, 2012

NeTrOS: A Virtual Computing Environment towards Instant Service of Network Software.
Proceedings of the Eighth International Conference on Semantics, Knowledge and Grids, 2012

Assessment and Evaluation of Internet-Based Virtual Computing Infrastructure.
Proceedings of the 15th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing, 2012

iROW: An Efficient Live Snapshot System for Virtual Machine Disk.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Software Aging in Virtualized Environments: Detection and Prediction.
Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Performance Measurements in iVIC Virtual Machine Clones.
Proceedings of the 26th International Conference on Advanced Information Networking and Applications Workshops, 2012

2011
Evaluation of server virtualization technologies for Green IT.
Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

Building high-speed roads: Improving performance of SOAP processing for cloud services.
Proceedings of the IEEE 6th International Symposium on Service Oriented System Engineering, 2011

Muse: a multimedia streaming enabled remote interactivity system for mobile devices.
Proceedings of the 10th International Conference on Mobile and Ubiquitous Multimedia, 2011

Soft-Union: An Overlay Based Efficient Software P2P Distribution Scheme.
Proceedings of the IEEE International Conference on Cloud Computing, 2011

SCENETester: A Testing Framework to Support Fault Diagnosis for Web Service Composition.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011

WSRank: A Collaborative Ranking Approach for Web Service Selection.
Proceedings of the 11th IEEE International Conference on Computer and Information Technology, 2011

2010
A secure collaboration service for dynamic virtual organizations.
Inf. Sci., 2010

PASCAL: A Protocol-Based Approach for Service Composition and Dependable Optimization.
Proceedings of the Fifth IEEE International Symposium on Service-Oriented System Engineering, 2010

CloudVO: Building a Secure Virtual Organization for Multiple Clouds Collaboration.
Proceedings of the 11th ACIS International Conference on Software Engineering, 2010

A Fuzzy-Based Dynamic Provision Approach for Virtualized Network Intrusion Detection Systems.
Proceedings of the Advances in Computer Science and Information Technology, 2010

A VMM-Based System Call Interposition Framework for Program Monitoring.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

Resilient Virtual Network Service Provision in Network Virtualization Environments.
Proceedings of the 16th IEEE International Conference on Parallel and Distributed Systems, 2010

A Virtualization-Based SaaS Enabling Architecture for Cloud Computing.
Proceedings of the Sixth International Conference on Autonomic and Autonomous Systems, 2010

HiTrust: A Hybrid Tree Based Trust Negotiation Service.
Proceedings of the 24th IEEE International Conference on Advanced Information Networking and Applications Workshops, 2010

2009
Context-aware trust negotiation in peer-to-peer service collaborations.
Peer-to-Peer Netw. Appl., 2009

A negotiation-based trust establishment service for CROWN grid.
Int. J. Auton. Adapt. Commun. Syst., 2009

EnaCloud: An Energy-Saving Application Live Placement Approach for Cloud Computing Environments.
Proceedings of the IEEE International Conference on Cloud Computing, 2009

2008
CROWN-C: A High-Assurance Service-Oriented Grid Middleware System.
Computer, 2008

Web Service-Based Business Process Development, Threat Modeling and Security Assessment Tool.
Proceedings of the 2008 IEEE World Congress on Services, 2008

CROWN: A Service-Oriented Grid Middleware System: Experience and Applications.
Proceedings of the 11th IEEE International Symposium on Object-Oriented Real-Time Distributed Computing (ISORC 2008), 2008

HyperMIP: Hypervisor Controlled Mobile IP for Virtual Machine Live Migration across Networks.
Proceedings of the 11th IEEE High Assurance Systems Engineering Symposium, 2008

2007
ROST: Remote and hot service deployment with trustworthiness in CROWN Grid.
Future Gener. Comput. Syst., 2007

PEACE-VO: A Secure Policy-Enabled Collaboration Framework for Virtual Organizations.
Proceedings of the 26th IEEE Symposium on Reliable Distributed Systems (SRDS 2007), 2007

2006
CROWN: A service grid middleware with trust management mechanism.
Sci. China Ser. F Inf. Sci., 2006

CROWN-ST: A Security and Trustworthiness Architecture for CROWN.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

TOWER: Practical Trust Negotiation Framework for Grids.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006

2005
Towards Security Analysis to Binding Update Protocol in Mobile IPv6 with Formal Method.
Proceedings of the Mobile Ad-hoc and Sensor Networks, First International Conference, 2005

Early Experience of Remote and Hot Service Deployment with Trustworthiness in CROWN Grid.
Proceedings of the Advanced Parallel Processing Technologies, 6th International Workshop, 2005


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