Haoyu Zhang

Proceedings of the 31st European Signal Processing Conference, 2023

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Machine Learning-Assisted Single-Event Transient Model of 12nm FinFETs for Circuit-Level Simulation.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on ASIC, 2023

An improved zoning crop mapping approach in complex agricultural landscapes considering crop heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022

Evolutionary Search for Complete Neural Network Architectures With Partial Weight Sharing.

[BibT_eX]

[DOI]

Yaochu Jin

Kuangrong Hao

IEEE Trans. Evol. Comput., 2022

Interference Management of Analog Function Computation in Multicluster Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2022

Learning Nonstationary Time-Series With Dynamic Pattern Extractions.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., 2022

Density Peaks Clustering Based on Feature Reduction and Quasi-Monte Carlo.

[BibT_eX]

[DOI]

Sci. Program., 2022

Ancient poetry generation with an unsupervised method.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

LELNER: A Lightweight and Effective Low-resource Named Entity Recognition model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

A novel hybrid improved hunger games search optimizer with extreme learning machine for predicting shrinkage of SLS parts.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2022

CALM: A software tool for rapid analysis and modeling of converted shear waves in wide-angle seismic data.

[BibT_eX]

[DOI]

Comput. Geosci., 2022

Coexistence of Pulsed Radar and Communications: Interference Suppression and Multi-path Combining.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey on Surrogate-assisted Efficient Neural Architecture Search.

[BibT_eX]

[DOI]

Shiqing Liu

Yaochu Jin

CoRR, 2022

Big Tech Companies Impact on Research at the Faculty of Information Technology and Electrical Engineering.

[BibT_eX]

[DOI]

CoRR, 2022

Stable H-bond networks are crucial for selective CDK4 inhibition revealed from comprehensive <i>in silico</i> investigation.

[BibT_eX]

[DOI]

Comput. Biol. Chem., 2022

PATVD:Vulnerability Detection Based on Pre-training Techniques and Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference.

[BibT_eX]

[DOI]

Qiangjuan Huang

Yuanxin Liu

Proceedings of the IEEE Smartworld, 2022

MixOT: Graph Representation Learning based on Mix-order Sampling and Transport Aggregator for Social Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Smartworld, 2022

Deep Video Super-Resolution with Flow-Guided Deformable Alignment and Sparsity-based Temporal-Spatial Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Workshop on Multimedia Signal Processing, 2022

HERO: HiErarchical spatio-tempoRal reasOning with Contrastive Action Correspondence for End-to-End Video Object Grounding.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Bi-directional Heterogeneous Graph Hashing towards Efficient Outfit Recommendation.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

VirtualFlow: Decoupling Deep Learning Models from the Underlying Hardware.

[BibT_eX]

[DOI]

Andrew Or

Michael None Freedman

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Comparative Evaluation of Cyber-Attacks on AC Microgrid Secondary Control.

[BibT_eX]

[DOI]

Zhipeng Yao

Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

Graph Topology Noise Aware Learning by Feature Clustering and Pseudo-labels Generator.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Wildfire Monitring Based on LSTM and Deep Learning.

[BibT_eX]

[DOI]

Zezhong Zheng

Gang Wen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Burnt Area Segmentation with Densely Layered Capsules.

[BibT_eX]

[DOI]

Qurratulain Safder

Zezhong Zheng

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Face Presentation Attack Detection Using Remote Photoplethysmography Transformer Model.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

Grading Diagnosis of Sacroiliitis in CT Scans Based on Radiomics and Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the Biometric Recognition - 16th Chinese Conference, 2022

Time flies by: Analyzing the Impact of Face Ageing on the Recognition Performance with Synthetic Data.

[BibT_eX]

[DOI]

Marcel Grimmer

Proceedings of the 21st International Conference of the Biometrics Special Interest Group, 2022

Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Group-Based Skyline for Pareto Optimal Groups.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Efficient Evolutionary Search of Attention Convolutional Networks via Sampled Training and Node Inheritance.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2021

MIPGAN - Generating Strong and High Quality Morphing Attacks Using Identity Prior Driven GAN.

[BibT_eX]

[DOI]

Sushma Venkatesh

Kiran Bylappa Raja

Naser Damer

IEEE Trans. Biom. Behav. Identity Sci., 2021

Fast Complex-Valued CNN for Radar Jamming Signal Recognition.

[BibT_eX]

[DOI]

Remote. Sens., 2021

A stepless-power-reconfigurable converter for a constant current underwater observatory.

[BibT_eX]

[DOI]

Frontiers Inf. Technol. Electron. Eng., 2021

Generation of Non-Deterministic Synthetic Face Datasets Guided by Identity Priors.

[BibT_eX]

[DOI]

Marcel Grimmer

CoRR, 2021

Learning Non-Stationary Time-Series with Dynamic Pattern Extractions.

[BibT_eX]

[DOI]

CoRR, 2021

Mean-variance portfolio optimization using machine learning-based stock price prediction.

[BibT_eX]

[DOI]

Wei Chen

Mukesh Kumar Mehlawat

Lifen Jia

Appl. Soft Comput., 2021

Multimodal Dialog System: Relational Graph-based Context-aware Question Understanding.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

On the Applicability of Synthetic Data for Face Recognition.

[BibT_eX]

[DOI]

Marcel Grimmer

Proceedings of the 9th IEEE International Workshop on Biometrics and Forensics, 2021

Peculiar: Smart Contract Vulnerability Detection Based on Crucial Data Flow Graph and Pre-training Techniques.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Symposium on Software Reliability Engineering, 2021

Experimental Verification of Lowest Switching Current Control for Practical ZVS in 400 V/400 V-5 kW Dual-Active-Bridge Converter.

[BibT_eX]

[DOI]

Tomoyuki Mannen

Takanori Isobe

Proceedings of the 30th IEEE International Symposium on Industrial Electronics, 2021

Fine-Grained Prosody Modeling in Neural Speech Synthesis Using ToBI Representation.

[BibT_eX]

[DOI]

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

The Reprocessing for Himawari-8 Based on Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Boosting CNN for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Himawari Thermal Anomaly Scrutiny with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Virtual Reality System for Automation Assisted Interior Design.

[BibT_eX]

[DOI]

Proceedings of the ICHMI 2021: International Conference on Human-Machine Interaction, Guangzhou China, May 7, 2021

Automated Software Vulnerability Detection via Pre-trained Context Encoder and Self Attention.

[BibT_eX]

[DOI]

Proceedings of the Digital Forensics and Cyber Crime - 12th EAI International Conference, 2021

Travel Time Estimation Based on Neural Network with Auxiliary Loss.

[BibT_eX]

[DOI]

Yunchong Gan

Mingjie Wang

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

Image Recognition from COVID-19 X-ray Images Utilizing Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021

Rectifying Pseudo Labels: Iterative Feature Clustering for Graph Representation Learning.

[BibT_eX]

[DOI]

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

Construction of Wine Quality Prediction Model based on Machine Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the AIVR 2021: The 5th International Conference on Artificial Intelligence and Virtual Reality, Kumamoto, Japan, July 23, 2021

Deep Learning-Based Comparative Modeling of Carbon Emissions Projections.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Artificial Intelligence and Advanced Manufacture, 2021

2020

Closed-Loop Control of Droplet Transfer in Electron-Beam Freeform Fabrication.

[BibT_eX]

[DOI]

Sensors, 2020

Enabling Reliability-Driven Optimization Selection with Gate Graph Attention Neural Network.

[BibT_eX]

[DOI]

Int. J. Softw. Eng. Knowl. Eng., 2020

Fine-grained CSI fingerprinting for indoor localisation using convolutional neural network.

[BibT_eX]

[DOI]

Guoxiang Tong

Naixue Xiong

IET Commun., 2020

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference.

[BibT_eX]

[DOI]

CoRR, 2020

VirtualFlow: Decoupling Deep Learning Model Execution from Underlying Hardware.

[BibT_eX]

[DOI]

Andrew Or

Michael J. Freedman

CoRR, 2020

From Federated Learning to Federated Neural Architecture Search: A Survey.

[BibT_eX]

[DOI]

Hangyu Zhu

Yaochu Jin

CoRR, 2020

MIPGAN - Generating Robust and High Quality Morph Attacks Using Identity Prior Driven GAN.

[BibT_eX]

[DOI]

Sushma Venkatesh

Naser Damer

CoRR, 2020

Sampled Training and Node Inheritance for Fast Evolutionary Neural Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2020

Overlap detection on long, error-prone sequencing reads via smooth q-gram.

[BibT_eX]

[DOI]

Bioinform., 2020

Simulation Analysis on Flight Delay Propagation Under Different Network Configurations.

[BibT_eX]

[DOI]

IEEE Access, 2020

Microwave Imaging for Breast Cancer Detection: The Discrimination of Breast Lesion Morphology.

[BibT_eX]

[DOI]

IEEE Access, 2020

Compilation Optimization Pass Selection Using Gate Graph Attention Neural Network for Reliability Improvement.

[BibT_eX]

[DOI]

IEEE Access, 2020

Destination Prediction-Based Scheduling Algorithms for Message Delivery in IoVs.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep Neighbor Information Learning From Evolution Trees for Phylogenetic Likelihood Estimates.

[BibT_eX]

[DOI]

IEEE Access, 2020

Reliable Compilation Optimization Phase-ordering Exploration with Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Scaling distributed deep learning workloads beyond the memory capacity with KARMA.

[BibT_eX]

[DOI]

Proceedings of the International Conference for High Performance Computing, 2020

High-Reliability Compilation Optimization Sequence Generation Framework Based ANN.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Software Quality, 2020

Resource Elasticity in Distributed Deep Learning.

[BibT_eX]

[DOI]

Andrew Or

Michael J. Freedman

Proceedings of the Third Conference on Machine Learning and Systems, 2020

MinSearch: An Efficient Algorithm for Similarity Search under Edit Distance.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? - Vulnerability and Detection.

[BibT_eX]

[DOI]

Sushma Venkatesh

Naser Damer

Proceedings of the 8th International Workshop on Biometrics and Forensics, 2020

A Study of Single and Multi-device Synchronization Methods in Nvidia GPUs.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium (IPDPS), 2020

Learning with Noise: Improving Distantly-Supervised Fine-grained Entity Typing via Automatic Relabeling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Hierarchy-Aware Global Model for Hierarchical Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Online Measurement of Deposit Surface in Electron Beam Freeform Fabrication.

[BibT_eX]

[DOI]

Sensors, 2019

改进深度确定性策略梯度算法及其在控制中的应用 (Improved Deep Deterministic Policy Gradient Algorithm and Its Application in Control).

[BibT_eX]

[DOI]

Kai Xiong

计算机科学, 2019

Pretraining-Based Natural Language Generation for Text Summarization.

[BibT_eX]

[DOI]

CoRR, 2019

MinJoin: Efficient Edit Similarity Joins via Local Hash Minima.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Double-Precision FPUs in High-Performance Computing: An Embarrassment of Riches?

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

Pretraining-Based Natural Language Generation for Text Summarization.

[BibT_eX]

[DOI]

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

SkyRec: Finding Pareto Optimal Groups.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Complex Question Decomposition for Semantic Parsing.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Resource Management for Advanced Data Analytics at Large Scale

[BibT_eX]

[DOI]

PhD thesis, 2018

Job-shop schedule modelling and parents-crossover evolutionary optimisation for integrated production schedules.

[BibT_eX]

[DOI]

Jianxin Zhang

Jinxiang Chen

Int. J. Comput. Appl. Technol., 2018

Character Feature Learning for Named Entity Recognition.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2018

Modeling Complex Relationship Paths for Knowledge Graph Completion.

[BibT_eX]

[DOI]

IEICE Trans. Inf. Syst., 2018

MinJoin: Efficient Edit Similarity Joins via Local Hash Minimums.

[BibT_eX]

[DOI]

CoRR, 2018

NetChain: Scale-Free Sub-RTT Coordination (Extended Version).

[BibT_eX]

[DOI]

CoRR, 2018

Power Analysis for Genetic Association Test (PAGEANT) provides insights to challenges for rare variant association studies.

[BibT_eX]

[DOI]

Andriy Derkach

Nilanjan Chatterjee

Bioinform., 2018

Machine Learning Predictions for Underestimation of Job Runtime on HPC System.

[BibT_eX]

[DOI]

Proceedings of the Supercomputing Frontiers - 4th Asian Conference, 2018

NetChain: Scale-Free Sub-RTT Coordination.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

GPU Parallelism of Phylogenetic Likelihood Estimates for Protein Data.

[BibT_eX]

[DOI]

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

Riffle: optimized shuffle service for large-scale data analytics.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth EuroSys Conference, 2018

Smooth q-Gram, and Its Applications to Detection of Overlaps among Long, Error-Prone Sequencing Reads.

[BibT_eX]

[DOI]

Haixu Tang

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

Low-Rate DDoS Attack Detection Using Expectation of Packet Size.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2017

NetCache: Balancing Key-Value Stores with Fast In-Network Caching.

[BibT_eX]

[DOI]

Proceedings of the 26th Symposium on Operating Systems Principles, 2017

Live Video Analytics at Scale with Approximation and Delay-Tolerance.

[BibT_eX]

[DOI]

Ganesh Ananthanarayanan

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

EmbedJoin: Efficient Edit Similarity Joins via Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Flight Delay Propagation Analysis Based on the Mechanism of the Susceptible-Infected-Susceptible Model.

[BibT_eX]

[DOI]

Proceedings of the Information Technology and Intelligent Transportation Systems, 2017

Sliding mode control based on six-phase PMSM speed control system.

[BibT_eX]

[DOI]

Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017

SLAQ: quality-driven scheduling for distributed machine learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

Communication-Efficient Distributed Skyline Computation.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Simultaneous search and monitoring by unmanned aerial vehicles.

[BibT_eX]

[DOI]

Sandor M. Veres

Andreas Kolling

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Computing Skylines on Distributed Data.

[BibT_eX]

[DOI]

CoRR, 2016

Flow Field Analysis of Cutter Head for Cutter Suction Dredgers.

[BibT_eX]

[DOI]

Min Zhang

Shidong Fan