| 2026 | AAAI | Exploring Surround-View Fisheye Camera 3D Object Detection. | Changcai Li, Wenwei Lin, Zuoxun Hou, Gang Chen, Wei Zhang, Huihui Zhou, Weishi Zheng |
| 2026 | AAAI | DynamicRTL: RTL Representation Learning for Dynamic Circuit Behavior. | Ruiyang Ma, Yunhao Zhou, Yipeng Wang, Yi Liu, Zhengyuan Shi, Ziyang Zheng, Kexin Chen, Zhiqiang He, Lingwei Yan, Gang Chen, Qiang Xu, Guojie Luo |
| 2026 | AAAI | Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning. | Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun |
| 2026 | AAAI | Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis. | Kai Tang, Yixuan Tang, Tianyi Chen, Haokai Xu, Qiqi Luo, Jin Guang Zheng, Zhixin Zhang, Gang Chen, Haobo Wang |
| 2026 | AAAI | DeepOR: A Deep Reasoning Foundation Model for Optimization Modeling. | Ziyang Xiao, Yuan Jessica Wang, Xiongwei Han, Shisi Guan, Jingyan Zhu, Jingrong Xie, Lilin Xu, Han Wu, Wing Yin Yu, Zehua Liu, Xiaojin Fu, Gang Chen, Dongxiang Zhang |
| 2026 | ACL | Towards Interpretable Tabular Reasoning: Enhancing LLM Reasoning on Tabular Data with Pre-Constructed Logic Graph. | Lirong Gao, Zewei Yu, Zhongrui Yin, Qi Zhang, Yuke Zhu, Bo Zheng, Haobo Wang, Junbo Zhao, Gang Chen, Sheng Guo |
| 2026 | ACL | See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs. | Yicheng Ji, Jun Zhang, Jinpeng Chen, Cong Wang, Lidan Shou, Gang Chen, Huan Li |
| 2026 | ACL | QBridge: Bridging Natural Language and SQL via Gold Query Rewriting with Agentic Refinement. | Zhensheng Luo, Sai Wu, Yuan Qiu, Chang Yao, Gang Chen, Xiu Tang |
| 2026 | ACL | FaithLens: Detecting and Explaining Faithfulness Hallucination. | Shuzheng Si, Qingyi Wang, Haozhe Zhao, Yuzhuo Bai, Guanqiao Chen, Kangyang Luo, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun |
| 2026 | ACL | A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task. | Shuzheng Si, Haozhe Zhao, Kangyang Luo, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun |
| 2026 | ACL | FinMRAGBench: A Realistic and Complex Benchmark for Multi-Modal RAG in Financial Document Analysis. | Shouqing Yang, Qi Zhang, Yuhang Yang, Ruikang Xu, Yuwei Hou, Zhulin Jia, Lirong Gao, Haobo Wang, Jinglei Chen, Jiexiang Wang, Sheng Guo, Bo Zheng, Gang Chen |
| 2026 | ACL | Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects. | Jun Zhang, Yicheng Ji, Feiyang Ren, Yihang Li, Bowen Zeng, Zonghao Chen, Ke Chen, Lidan Shou, Gang Chen, Huan Li |
| 2026 | ASPLOS | GFS: A Preemption-aware Scheduling Framework for GPU Clusters with Predictive Spot Instance Management. | Jiaang Duan, Shenglin Xu, Shiyou Qian, Dingyu Yang, Kangjin Wang, Chenzhi Liao, Yinghao Yu, Qin Hua, Hanwen Hu, Qi Wang, Wenchao Wu, Dongqing Bao, Tianyu Lu, Jian Cao, Guangtao Xue, Guodong Yang, Liping Zhang, Gang Chen |
| 2026 | DASFAA | Bridge-SQL: Bridging Single- and Multi-Turn Text-to-SQL via Preference-Aligned Question Rewriting. | Xuhang Zhu, Xiu Tang, Sai Wu, Yixuan Tang, Haobo Wang, Chang Yao, Ruichen Xia, Gang Chen |
| 2026 | DATE | RheoSparse: Exploring Finer Grained Structured Sparsity for Small Language Models. | Jianing Zheng, Gang Chen |
| 2026 | ISCA | Revisiting Global Value Prediction: A Resurgent Complement to Local Predictors. | Ling Yang, Libo Huang, Zhong Zheng, Bingcai Sui, Sheng Ma, Yongwen Wang, Li Shen, Junhui Wang, Gang Chen, Qianming Yang, Songwen Pei, Weixia Xu |
| 2026 | WWW | Reinforcement Learning with Verbalized Probabilities for LLM Classification. | Liyao Li, Hao Chen, Jiaming Tian, Wentao Ye, Lirong Gao, Chao Ye, Ningtao Wang, Xing Fu, Yu Cheng, Haobo Wang, Gang Chen, Junbo Zhao |
| 2026 | WWW | Expectation-Guided Self-Verification for Aligning Large Reasoning Models with Domain Knowledge. | Han Zhang, Chen Zhao, Shasha Wang, Gang Chen, Chenghong Zhang |
| 2026 | SIGIR | Corpus-Centric Learning for Zero-Shot Table Retrieval. | Zhou He, Zhifei Pang, Xiu Tang, Sai Wu, Gang Chen |
| 2025 | AAAI | Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning. | Yuchen Liu, Chen Chen, Lingjuan Lyu, Yaochu Jin, Gang Chen |
| 2025 | AAAI | M2Flow: A Motion Information Fusion Framework for Enhanced Unsupervised Optical Flow Estimation in Autonomous Driving. | Xunpei Sun, Gang Chen, Zuoxun Hou |
| 2025 | AAAI | ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | AAAI | CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation. | Hongwei Yuan, Xiu Tang, Ke Chen, Lidan Shou, Gang Chen, Huan Li |
| 2025 | ACL | T²DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning. | Han Lin, Xiu Tang, Huan Li, Wenxue Cao, Sai Wu, Chang Yao, Lidan Shou, Gang Chen |
| 2025 | ACL | Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering. | Shuzheng Si, Haozhe Zhao, Gang Chen, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Kaikai An, Kangyang Luo, Chen Qian, Fanchao Qi, Baobao Chang, Maosong Sun |
| 2025 | ACL | Document Segmentation Matters for Retrieval-Augmented Generation. | Zhitong Wang, Cheng Gao, Chaojun Xiao, Yufei Huang, Shuzheng Si, Kangyang Luo, Yuzhuo Bai, Wenhao Li, Tangjian Duan, Chuancheng Lv, Guoshan Lu, Gang Chen, Fanchao Qi, Maosong Sun |
| 2025 | CASES | RISC-TAE: Instruction Set Extension for Transformer Model Acceleration. | Fei Liu, Yanping Shao, Zhouquan Liu, Jing Zhang, Junbo Tie, Mingche Lai, Gang Chen, Libo Huang |
| 2025 | CEC | Genetic Programming for High-Level Multi-Spectral Data Fusion in Fish Biochemical Analysis. | Yun Zhou, Gang Chen, Bing Xue, Mengjie Zhang, Jeremy S. Rooney, Keith C. Gordon, Daniel P. Killeen |
| 2025 | CIDR | NeurDB: On the Design and Implementation of an AI-powered Autonomous Database. | Zhanhao Zhao, Shaofeng Cai, Haotian Gao, Hexiang Pan, Siqi Xiang, Naili Xing, Gang Chen, Beng Chin Ooi, Yanyan Shen, Yuncheng Wu, Meihui Zhang |
| 2025 | CIKM | Edge-Variational Graph Neural Networks: Harnessing Weak Ties for Enhanced Default Risk Prediction. | Feng Zhang, Jianfeng Chi, Rui Ma, Gang Chen, Rongqi Chen |
| 2025 | CVPR | OmniStereo: Real-time Omnidireactional Depth Estimation with Multiview Fisheye Cameras. | Jiaxi Deng, Yushen Wang, Haitao Meng, Zuoxun Hou, Yi Chang, Gang Chen |
| 2025 | DAC | A PulseWidth-IN-PulseWidth-Out Universal Nonlinear Processing Element for Time-Domain In-Memory Computing Systems. | Yihao Chen, Pengcheng Feng, Zhigang Li, Gang Chen, Rongxuan Shen, Huaxiang Lu, Xiaoxin Xu |
| 2025 | DATE | Late Breaking Results: AFS: Improving Accuracy of Quantized Mamba via Aggressive Forgetting Strategy. | Zhouquan Liu, Libo Huang, Ling Yang, Gang Chen, Wei Liu, Mingche Lai, Yongwen Wang |
| 2025 | DATE | LoopLynx: A Scalable Dataflow Architecture for Efficient LLM Inference. | Jianing Zheng, Gang Chen |
| 2025 | EMNLP | SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning. | Yicheng Ji, Jun Zhang, Heming Xia, Jinpeng Chen, Lidan Shou, Gang Chen, Huan Li |
| 2025 | EMNLP | LongTableBench: Benchmarking Long-Context Table Reasoning across Real-World Formats and Domains. | Liyao Li, Jiaming Tian, Hao Chen, Wentao Ye, Chao Ye, Haobo Wang, Ningtao Wang, Xing Fu, Gang Chen, Junbo Zhao |
| 2025 | EMNLP | CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency. | Zhanming Shen, Hao Chen, Yulei Tang, Shaolin Zhu, Wentao Ye, Xiaomeng Hu, Haobo Wang, Gang Chen, Junbo Zhao |
| 2025 | EMNLP | GATEAU: Selecting Influential Samples for Long Context Alignment. | Shuzheng Si, Haozhe Zhao, Gang Chen, Yunshui Li, Kangyang Luo, Chuancheng Lv, Kaikai An, Fanchao Qi, Baobao Chang, Maosong Sun |
| 2025 | EMNLP | Ensembling Prompting Strategies for Zero-Shot Hierarchical Text Classification with Large Language Models. | Mingxuan Xia, Zhijie Jiang, Haobo Wang, Junbo Zhao, Tianlei Hu, Gang Chen |
| 2025 | EuroPar | SONet: Towards Practical Online Neural Network for Enhancing Hard-to-Predict Branches. | Zhenxuan Xiong, Libo Huang, Ling Yang, Hui Guo, Junhui Wang, Zhong Zheng, Songwen Pei, Gang Chen, Yongwen Wang |
| 2025 | FAST | IMPRESS: An Importance-Informed Multi-Tier Prefix KV Storage System for Large Language Model Inference. | Weijian Chen, Shuibing He, Haoyang Qu, Ruidong Zhang, Siling Yang, Ping Chen, Yi Zheng, Baoxing Huai, Gang Chen |
| 2025 | GLOBECOM | Robust Routing and Scheduling of Time-Sensitive Flows in UAV Emergency Communications Using Deep Reinforcement Learning. | Gang Chen, Guofeng Zhao, Zhenzhen Han, Chuan Xu, Shui Yu |
| 2025 | ICA3PP | Low-Cost Approximate Floating-Point Multiplier Design Based on SSA and Sparse Processing. | Xin Peng, Pengcheng Li, Gang Chen, Mingche Lai, Lin Deng, Qianmin Yang, Yongwen Wang, Libo Huang |
| 2025 | ICA3PP | Domainsgraph: a Type-Safe, Incremental Task Graph Programming Framework. | Lingwei Yan, Gang Chen, Ran Wang |
| 2025 | ICASSP | Adaptive Receptive Field Convolution for Top-view Fisheye Images Segmentation. | Wenwei Lin, Gang Chen, Changcai Li |
| 2025 | ICCV | Knowledge Distillation for Learned Image Compression. | Yunuo Chen, Zezheng Lyu, Bing He, Ning Cao, Gang Chen, Guo Lu, Wenjun Zhang |
| 2025 | ICDE | SeSeMI: Secure Serverless Model Inference on Sensitive Data. | Guoyu Hu, Yuncheng Wu, Gang Chen, Tien Tuan Anh Dinh, Beng Chin Ooi |
| 2025 | ICDE | Towards Automatic and Efficient Prediction Query Processing in Analytical Database. | Yuchen Peng, Zhongle Xie, Ke Chen, Gang Chen, Lidan Shou |
| 2025 | ICLR | Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL. | Lin Long, Xijun Gu, Xinjie Sun, Wentao Ye, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao |
| 2025 | ICLR | Graph Assisted Offline-Online Deep Reinforcement Learning for Dynamic Workflow Scheduling. | Yifan Yang, Gang Chen, Hui Ma, Cong Zhang, Zhiguang Cao, Mengjie Zhang |
| 2025 | ICML | In-Context Adaptation to Concept Drift for Learned Database Operations. | Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi |
| 2025 | ICML | TtBA: Two-third Bridge Approach for Decision-Based Adversarial Attack. | Feiyang Wang, Xingquan Zuo, Hai Huang, Gang Chen |
| 2025 | IJCAI | POLO: An LLM-Powered Project-Level Code Performance Optimization Framework. | Jiameng Bai, Ruoyi Xu, Sai Wu, Dingyu Yang, Junbo Zhao, Gang Chen |
| 2025 | IJCAI | A Timestep-Adaptive Frequency-Enhancement Framework for Diffusion-based Image Super-Resolution. | Yueying Li, Hanbin Zhao, Jiaqing Zhou, Guozhi Xu, Tianlei Hu, Gang Chen, Haobo Wang |
| 2025 | IJCAI | GATES: Cost-aware Dynamic Workflow Scheduling via Graph Attention Networks and Evolution Strategy. | Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang |
| 2025 | IJCAI | Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion. | Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei, Xingquan Zuo |
| 2025 | IJCAI | Towards Robust Incremental Learning Under Ambiguous Supervision. | Rui Wang, Mingxuan Xia, Haobo Wang, Lei Feng, Junbo Zhao, Gang Chen, Chang Yao |
| 2025 | IJCAI | A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions. | Ziyang Xiao, Jingrong Xie, Lilin Xu, Shisi Guan, Jingyan Zhu, Xiongwei Han, Xiaojin Fu, WingYin Yu, Han Wu, Wei Shi, Qingcan Kang, Jiahui Duan, Tao Zhong, Mingxuan Yuan, Jia Zeng, Yuan Wang, Gang Chen, Dongxiang Zhang |
| 2025 | IJCNN | Pixel-wise Rain Error Distillation Framework for Robust Sparse Matching in Rainy Scene. | Wenwei Lin, Pinhuan Wei, Gang Chen |
| 2025 | Interact | Development and Validation of a Usability Scale for B2B Cloud Products. | Haoran Shao, Yue Mi, Gang Chen, Yu Pu |
| 2025 | IROS | Bridging Text and Vision: A Multi-View Text-Vision Registration Approach for Cross-Modal Place Recognition. | Tianyi Shang, Zhenyu Li, Pengjie Xu, Jinwei Qiao, Gang Chen, Zihan Ruan, Weijun Hu |
| 2025 | ISCAS | CSIA-UIM: A Universal Ising Machine Based on CIM-friendly Spring-Ising Algorithm. | Yihao Chen, Zhelong Jiang, Pengcheng Feng, Jinke Yu, Rongxuan Shen, Gang Chen, Zhigang Li, Huaxiang Lu |
| 2025 | ICRA | Pushing Through Clutter with Movability Awareness of Blocking Obstacles. | Joris J. Weeda, Saray Bakker, Gang Chen, Javier Alonso-Mora |
| 2025 | ICTAI | FastPoint: Super Lightweight Keypoint Detection, Description and Depth Estimation Framework. | Chonghao Zhong, Haitao Meng, Wenwei Lin, Gang Chen, Alois Knoll |
| 2025 | MMM | Dual-Task Feedback Learning for Tongue Detection via Super-Resolution Integration. | Ying Sun, Meiyi Wei, Gang Chen |
| 2025 | PRICAI | ERL-BSA: Evolution Strategies-Enhanced Reinforcement Learning for Context-Aware and Workload Balanced Dynamic Bus Scheduling. | Guanqun Ai, Haobo Zhang, Gang Chen, Hui Ma, Xingquan Zuo |
| 2025 | PRICAI | CARGO-IoT: Cost-Aware Repair-Based Genetic Optimization for Budget-Constrained IoT Service Composition. | Fengyang Sun, Gang Chen, Hui Ma, Sven Hartmann, Chen Wang |
| 2025 | RE | Research on Requirement Vulnerability Detection Method Based on Graph Neural Network and Counterfactual Explanation. | Kang Liu, Bo Huang, Shenao Wu, Yujie Luo, Jin Liu, Gang Chen |
| 2025 | SIGIR | nlcTables: A Dataset for Marrying Natural Language Conditions with Table Discovery. | Lingxi Cui, Huan Li, Ke Chen, Lidan Shou, Gang Chen |
| 2025 | SPAA | Brief Announcement: LCTree: A Fast Hardware BVH Constructor for Real-Time Ray Tracing. | Run Yan, Su Yin, Hui Guo, Yongwen Wang, Gang Chen, Nong Xiao, Libo Huang |
| 2025 | VINCI | VisualNetO&M: A Digital Twin-Based Collaborative Visualization System for Power System Communication Network Operation and Maintenance. | Le Liu, Yong Li, Chuhua Yang, Guang Dai, Kaifeng Bai, Gang Chen, Siming Chen, Peng Wang |
| 2024 | AAAI | Uncovering and Mitigating the Hidden Chasm: A Study on the Text-Text Domain Gap in Euphemism Identification. | Yuxue Hu, Junsong Li, Mingmin Wu, Zhongqiang Huang, Gang Chen, Ying Sha |
| 2024 | AAAI | Sampling-Resilient Multi-Object Tracking. | Zepeng Li, Dongxiang Zhang, Sai Wu, Mingli Song, Gang Chen |
| 2024 | AAAI | Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | AAAI | CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition. | Cheng Peng, Ke Chen, Lidan Shou, Gang Chen |
| 2024 | AAAI | A Separation and Alignment Framework for Black-Box Domain Adaptation. | Mingxuan Xia, Junbo Zhao, Gengyu Lyu, Zenan Huang, Tianlei Hu, Gang Chen, Haobo Wang |
| 2024 | ACL | On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey. | Lin Long, Rui Wang, Ruixuan Xiao, Junbo Zhao, Xiao Ding, Gang Chen, Haobo Wang |
| 2024 | ACL | Learning Geometry-Aware Representations for New Intent Discovery. | Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang |
| 2024 | ACL | Data Contamination Calibration for Black-box LLMs. | Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao |
| 2024 | ACL | Draft& Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding. | Jun Zhang, Jue Wang, Huan Li, Lidan Shou, Ke Chen, Gang Chen, Sharad Mehrotra |
| 2024 | CEC | Evolutionary Design of Long Short Term Memory Networks and Ensembles through Genetic Algorithms. | Ramya Anasseriyil Viswambaran, Mohammad Nekooei, Gang Chen, Bing Xue |
| 2024 | CEC | Automatic Design of LSTM Networks with Skip Connections through Evolutionary and Differentiable Architecture Search. | Ramya Anasseriyil Viswambaran, Mohammad Nekooei, Gang Chen, Bing Xue |
| 2024 | CIKM | Exploring Robustness of GNN against Universal Injection Attack from a Worst-case Perspective. | Dandan Ni, Sheng Zhang, Cong Deng, Han Liu, Gang Chen, Minhao Cheng, Hongyang Chen |
| 2024 | CVPR | Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation. | Lin Long, Haobo Wang, Zhijie Jiang, Lei Feng, Chang Yao, Gang Chen, Junbo Zhao |
| 2024 | CVPR | Targeted Representation Alignment for Open-World Semi-Supervised Learning. | Ruixuan Xiao, Lei Feng, Kai Tang, Junbo Zhao, Yixuan Li, Gang Chen, Haobo Wang |
| 2024 | EMNLP | Embedding and Gradient Say Wrong: A White-Box Method for Hallucination Detection. | Xiaomeng Hu, Yiming Zhang, Ru Peng, Haozhe Zhang, Chenwei Wu, Gang Chen, Junbo Zhao |
| 2024 | EMNLP | HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation. | Chuancheng Lv, Lei Li, Shitou Zhang, Gang Chen, Fanchao Qi, Ningyu Zhang, Hai-Tao Zheng |
| 2024 | GECCO | Reinforcement Learning-Assisted Genetic Programming Hyper Heuristic Approach to Location-Aware Dynamic Online Application Deployment in Clouds. | Longfei Felix Yan, Hui Ma, Gang Chen |
| 2024 | GLOBECOM | Visible Light Communication System-on-Chip for Smart Hospitals. | Zijin Pan, Tian Lang, Gang Chen, Albert Wang |
| 2024 | ICARCV | Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network. | Gang Chen, Penghong Lu, Yukun Tang |
| 2024 | ICDE | In Situ Neural Relational Schema Matcher. | Xingyu Du, Gongsheng Yuan, Sai Wu, Gang Chen, Peng Lu |
| 2024 | ICDE | FC: Adaptive Atomic Commit via Failure Detection. | Hexiang Pan, Quang-Trung Ta, Meihui Zhang, Zhanhao Zhao, Yeow Meng Chee, Gang Chen, Beng Chin Ooi |
| 2024 | ICDE | FedCTQ: A Federated-Based Framework for Accurate and Efficient Contact Tracing Query. | Zhihao Zeng, Ziquan Fang, Lu Chen, Yunjun Gao, Kai Zheng, Gang Chen |
| 2024 | ICLR | Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. | Ziyang Xiao, Dongxiang Zhang, Yangjun Wu, Lilin Xu, Yuan Jessica Wang, Xiongwei Han, Xiaojin Fu, Tao Zhong, Jia Zeng, Mingli Song, Gang Chen |
| 2024 | ICML | Unbiased Multi-Label Learning from Crowdsourced Annotations. | Mingxuan Xia, Zenan Huang, Runze Wu, Gengyu Lyu, Junbo Zhao, Gang Chen, Haobo Wang |
| 2024 | ICONIP | Machine Learning for Raman Spectroscopy-Based Cyber-Marine Fish Biochemical Composition Analysis. | Yun Zhou, Gang Chen, Bing Xue, Mengjie Zhang, Jeremy S. Rooney, Kirill Lagutin, Andrew MacKenzie, Keith C. Gordon, Daniel P. Killeen |
| 2024 | ICPP | AUTOHET: An Automated Heterogeneous ReRAM-Based Accelerator for DNN Inference. | Tong Wu, Shuibing He, Jianxin Zhu, Weijian Chen, Siling Yang, Ping Chen, Yanlong Yin, Xuechen Zhang, Xian-He Sun, Gang Chen |
| 2024 | ICPP | PREACT: Predictive Resource Allocation for Bursty Workloads in a Co-located Data Center. | Dingyu Yang, Ziyang Xiao, Dongxiang Zhang, Shuhao Zhang, Jian Cao, Gang Chen |
| 2024 | IJCNN | Enhancing Spatial-Temporal Neural Networks with Long-Term Temporal Features for Traffic Prediction. | Hao Xia, Zhuang Ma, Gang Chen |
| 2024 | IROS | Evaluating Dynamic Environment Difficulty for Obstacle Avoidance Benchmarking. | Moji Shi, Gang Chen, lvaro Serra-Gmez, Siyuan Wu, Javier Alonso-Mora |
| 2024 | ICRA | Decentralized Multi-Agent Trajectory Planning in Dynamic Environments with Spatiotemporal Occupancy Grid Maps. | Siyuan Wu, Gang Chen, Moji Shi, Javier Alonso-Mora |
| 2024 | ICSOC | Cost-Aware Dynamic Cloud Workflow Scheduling Using Self-attention and Evolutionary Reinforcement Learning. | Ya Shen, Gang Chen, Hui Ma, Mengjie Zhang |
| 2024 | ISCAS | An FPGA-Based High-Throughput Dataflow Accelerator for Lightweight Neural Network. | Zhiyuan Zhao, Jixing Li, Gang Chen, Zhelong Jiang, Ruixiu Qiao, Peng Xu, Yihao Chen, Huaxiang Lu |
| 2024 | KDD | CoMAL: Contrastive Active Learning for Multi-Label Text Classification. | Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen |
| 2024 | KDD | VecAug: Unveiling Camouflaged Frauds with Cohort Augmentation for Enhanced Detection. | Fei Xiao, Shaofeng Cai, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang |
| 2024 | PPDP | Formal Verification of Executable Matrix Inversion via Adjoint Matrix and Gaussian Elimination. | ZhengPu Shi, Gang Chen |
| 2024 | WWW | Towards Cross-Table Masked Pretraining for Web Data Mining. | Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao |
| 2024 | SC | Enumeration of Billions of Maximal Bicliques in Bipartite Graphs without Using GPUs. | Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Yanlong Yin, Rui Wang, Lidan Shou, Mingli Song, Xian-He Sun, Gang Chen |
| 2024 | RTSS | ROTA-I/O: Hardware/Algorithm Co-design for Real-Time I/O Control with Improved Timing Accuracy and Robustness. | Zhe Jiang, Shuai Zhao, Ran Wei, Xin Si, Gang Chen, Nan Guan |
| 2024 | TAMC | A Coq-Based Infrastructure for Quantum Programming, Verification and Simulation. | Wenxuan Tao, Gang Chen |
| 2023 | AAAI | Effective Continual Learning for Text Classification with Lightweight Snapshots. | Jue Wang, Dajie Dong, Lidan Shou, Ke Chen, Gang Chen |
| 2023 | AAAI | Human-in-the-Loop Vehicle ReID. | Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen |
| 2023 | AAAI | Neural TSP Solver with Progressive Distillation. | Dongxiang Zhang, Ziyang Xiao, Yuan Wang, Mingli Song, Gang Chen |
| 2023 | AAAI | Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow. | Hanyu Zhou, Yi Chang, Gang Chen, Luxin Yan |
| 2023 | ASPDAC | ViraEye: An Energy-Efficient Stereo Vision Accelerator with Binary Neural Network in 55 nm CMOS. | Yu Zhang, Gang Chen, Tao He, Qian Huang, Kai Huang |
| 2023 | CEC | IoT Service Composition - An Estimation of Distribution Algorithm with Adaptive Bias. | Fengyang Sun, Hui Ma, Gang Chen, Sven Hartmann |
| 2023 | EMNLP | TLM: Token-Level Masking for Transformers. | Yangjun Wu, Kebin Fang, Dongxiang Zhang, Han Wang, Hao Zhang, Gang Chen |
| 2023 | EMNLP | FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. | Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang |
| 2023 | ER | A model-driven machine learning approach to dynamic multi-workflow scheduling. | Hui Ma, Sven Hartmann, Gang Chen, Yifan Yang |
| 2023 | HCI | Learning by Reasoning: An Explainable Hierarchical Association Regularized Deep Learning Method for Disease Prediction. | Shuaiyong Xiao, Gang Chen, Zongxiang Zhang, Chenghong Zhang, Jie Lin |
| 2023 | HCI | Distinguishing Good from Bad: Distributed-Collaborative-Representation-Based Data Fraud Detection in Federated Learning. | Zongxiang Zhang, Chenghong Zhang, Gang Chen, Shuaiyong Xiao, Lihua Huang |
| 2023 | HPCA | iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training. | Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen |
| 2023 | ICCAD | EDS-SLAM: An Energy-Efficient Accelerator for Real-Time Dense Stereo SLAM with Learned Feature Matching. | Qian Huang, Gaoxing Shang, Yu Zhang, Gang Chen |
| 2023 | ICCAD | Towards Effective Training of Robust Spiking Recurrent Neural Networks Under General Input Noise via Provable Analysis. | Wendong Zheng, Yu Zhou, Gang Chen, Zonghua Gu, Kai Huang |
| 2023 | ICCV | ModelGiF: Gradient Fields for Model Functional Distance. | Jie Song, Zhengqi Xu, Sai Wu, Gang Chen, Mingli Song |
| 2023 | ICDE | The Metaverse Data Deluge: What Can We Do About It? | Beng Chin Ooi, Gang Chen, Mike Zheng Shou, Kian-Lee Tan, Anthony K. H. Tung, Xiaokui Xiao, James Wei Luen Yip, Bingxue Zhang, Meihui Zhang |
| 2023 | ICLR | Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering. | Liyao Li, Haobo Wang, Liangyu Zha, Qingyi Huang, Sai Wu, Gang Chen, Junbo Zhao |
| 2023 | ICML | Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting. | Yuchen Liu, Chen Chen, Lingjuan Lyu, Fangzhao Wu, Sai Wu, Gang Chen |
| 2023 | ICML | Towards Controlled Data Augmentations for Active Learning. | Jianan Yang, Haobo Wang, Sai Wu, Gang Chen, Junbo Zhao |
| 2023 | ICPADS | ER3D: An Efficient Real-time 3D Object Detection Framework for Autonomous Driving. | Haitao Meng, Changcai Li, Gang Chen, Zonghua Gu, Alois Knoll |
| 2023 | ICPADS | FastOmniMVS: Real-time Omnidirectional Depth Estimation from Multiview Fisheye Images. | Yushen Wang, Yang Yang, Jiaxi Deng, Haitao Meng, Gang Chen |
| 2023 | IJCAI | Ensemble Reinforcement Learning in Continuous Spaces - A Hierarchical Multi-Step Approach for Policy Training. | Gang Chen, Victoria Huang |
| 2023 | IJCAI | Deep Partial Multi-Label Learning with Graph Disambiguation. | Haobo Wang, Shisong Yang, Gengyu Lyu, Weiwei Liu, Tianlei Hu, Ke Chen, Songhe Feng, Gang Chen |
| 2023 | IJCAI | ProMix: Combating Label Noise via Maximizing Clean Sample Utility. | Ruixuan Xiao, Yiwen Dong, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao |
| 2023 | INFOCOM | Nowhere to Hide: Detecting Live Video Forgery via Vision-WiFi Silhouette Correspondence. | Xinyue Fang, Jianwei Liu, Yike Chen, Jinsong Han, Kui Ren, Gang Chen |
| 2023 | ICSOC | Energy-Efficient and Communication-Aware Resource Allocation in Container-Based Cloud with Group Genetic Algorithm. | Zhengxin Fang, Hui Ma, Gang Chen, Sven Hartmann |
| 2023 | ICTAI | Rotation-Invariant Descriptors Learned with Circulant Convolution Neural Networks. | Wenwei Lin, Chonghao Zhong, Xunpei Sun, Haitao Meng, Gang Chen, Biao Hu, Zonghua Gu |
| 2023 | PRICAI | Leiden Fitness-Based Genetic Algorithm with Niching for Community Detection in Large Social Networks. | Anjali de Silva, Gang Chen, Hui Ma, Seyed Mohammad Nekooei |
| 2023 | SMC | Dense Depth Estimation for Monocular Endoscope Robot with an Adaptive Baseline. | Rihui Song, Zhidong Tan, Hongli Liang, Yehua Ling, Gang Chen, Kai Huang, Jin Gong |
| 2023 | WWW | Catch: Collaborative Feature Set Search for Automated Feature Engineering. | Guoshan Lu, Haobo Wang, Saisai Yang, Jing Yuan, Guozheng Yang, Cheng Zang, Gang Chen, Junbo Zhao |
| 2023 | SC | Efficient Maximal Biclique Enumeration on GPUs. | Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Gang Chen |
| 2023 | SIGMOD | SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud. | Jue Wang, Ke Chen, Lidan Shou, Dawei Jiang, Gang Chen |
| 2023 | VLDB | Quantum Computing for Databases: A Short Survey and Vision. | Gongsheng Yuan, Jiaheng Lu, Yuxing Chen, Sai Wu, Chang Yao, Zhengtong Yan, Tuodu Li, Gang Chen |
| 2023 | WSDM | Unbiased Knowledge Distillation for Recommendation. | Gang Chen, Jiawei Chen, Fuli Feng, Sheng Zhou, Xiangnan He |
| 2023 | WSDM | Visual Matching is Enough for Scene Text Retrieval. | Lilong Wen, Yingrong Wang, Dongxiang Zhang, Gang Chen |
| 2023 | USENIX | MSRL: Distributed Reinforcement Learning with Dataflow Fragments. | Huanzhou Zhu, Bo Zhao, Gang Chen, Weifeng Chen, Yijie Chen, Liang Shi, Yaodong Yang, Peter R. Pietzuch, Lei Chen |
| 2022 | ACCV | OVPT: Optimal Viewset Pooling Transformer for 3D Object Recognition. | Wenju Wang, Gang Chen, Haoran Zhou, Xiaolin Wang |
| 2022 | ACL | SkipBERT: Efficient Inference with Shallow Layer Skipping. | Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley |
| 2022 | APWEB | TraVL: Transferring Pre-trained Visual-Linguistic Models for Cross-Lingual Image Captioning. | Zhebin Zhang, Peng Lu, Dawei Jiang, Gang Chen |
| 2022 | ASPLOS | NVAlloc: rethinking heap metadata management in persistent memory allocators. | Zheng Dang, Shuibing He, Peiyi Hong, Zhenxin Li, Xuechen Zhang, Xian-He Sun, Gang Chen |
| 2022 | CEC | Genetic Programming Hyper-heuristic with Gaussian Process-based Reference Point Adaption for Many-Objective Job Shop Scheduling. | Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |
| 2022 | CEC | A Genetic Programming-Based Hyper-Heuristic Approach for Multi-Objective Dynamic Workflow Scheduling in Cloud Environment. | Yongbo Yu, Tao Shi, Hui Ma, Gang Chen |
| 2022 | COLING | Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling. | Yangjun Wu, Han Wang, Dongxiang Zhang, Gang Chen, Hao Zhang |
| 2022 | DATE | FlowAcc: Real-Time High-Accuracy DNN-based Optical Flow Accelerator in FPGA. | Yehua Ling, Yuanxing Yan, Kai Huang, Gang Chen |
| 2022 | FPL | Ultra-Flow: An Ultra-fast and High-quality Optical Flow Accelerator with Deep Feature Matching on FPGA. | Yehua Ling, Yuanxing Yan, Kai Huang, Gang Chen |
| 2022 | HPCC | VoiceBit: GPU-Accelerated Real-Time Human Voice Separation for Mobile Phones. | Gang Chen, Zhaoheng Zhou, Shengyu He, Yi Zheng, Wang Yi |
| 2022 | HPSR | Deep Reinforcement Learning for Online VRC Deployment in Mobile Edge Computing. | Yuanzhuo Wu, Shubin Zhang, Guanqun Shen, Gang Chen |
| 2022 | ICCAD | Observation Point Insertion Using Deep Learning. | Bonita Bhaskaran, Sanmitra Banerjee, Kaushik Narayanun, Shao-Chun Hung, Seyed Nima Mozaffari Mojaveri, Mengyun Liu, Gang Chen, Tung-Che Liang |
| 2022 | ICDE | A Comparative Study of in-Database Inference Approaches. | Qiuru Lin, Sai Wu, Junbo Zhao, Jian Dai, Feifei Li, Gang Chen |
| 2022 | ICDE | Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract). | Dongxiang Zhang, Zhihao Chang, Sai Wu, Ye Yuan, Kian-Lee Tan, Gang Chen |
| 2022 | ICLR | PiCO: Contrastive Label Disambiguation for Partial Label Learning. | Haobo Wang, Ruixuan Xiao, Yixuan Li, Lei Feng, Gang Niu, Gang Chen, Junbo Zhao |
| 2022 | ICRA | De-snowing LiDAR Point Clouds With Intensity and Spatial-Temporal Features. | Boyang Li, Jieling Li, Gang Chen, Hejun Wu, Kai Huang |
| 2022 | IROS | Obstacle Avoidance of Resilient UAV Swarm Formation with Active Sensing System in the Dense Environment. | Peng Peng, Wei Dong, Gang Chen, Xiangyang Zhu |
| 2022 | ICSOC | Cost-Aware Dynamic Multi-Workflow Scheduling in Cloud Data Center Using Evolutionary Reinforcement Learning. | Victoria Huang, Chen Wang, Hui Ma, Gang Chen, Kameron Christopher |
| 2022 | ICSOC | Location-Aware Cloud Service Brokering in Multi-cloud Environment. | Tao Shi, Sven Hartmann, Gang Chen, Hui Ma |
| 2022 | ICSOC | Dual-Tree Genetic Programming for Deadline-Constrained Dynamic Workflow Scheduling in Cloud. | Yifan Yang, Gang Chen, Hui Ma, Mengjie Zhang |
| 2022 | ISORC | LRP-based Policy Pruning and Distillation of Reinforcement Learning Agents for Embedded Systems. | Rui Xu, Siyu Luan, Zonghua Gu, Qingling Zhao, Gang Chen |
| 2022 | ISPA | IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection. | Wentao Hu, Dawei Jiang, Sai Wu, Ke Chen, Gang Chen |
| 2022 | WWW | A Sampling-based Learning Framework for Big Databases. | Jingtian Zhang, Sai Wu, Junbo Zhao, Zhongle Xie, Feifei Li, Yusong Gao, Gang Chen |
| 2022 | SIGMOD | PreQR: Pre-training Representation for SQL Understanding. | Xiu Tang, Sai Wu, Mingli Song, Shanshan Ying, Feifei Li, Gang Chen |
| 2022 | SETTA | Integration of Multiple Formal Matrix Models in Coq. | ZhengPu Shi, Gang Chen |
| 2021 | AAAI | Effective Slot Filling via Weakly-Supervised Dual-Model Learning. | Jue Wang, Ke Chen, Lidan Shou, Sai Wu, Gang Chen |
| 2021 | CEC | Feature Selection for Evolving Many-Objective Job Shop Scheduling Dispatching Rules with Genetic Programming. | Atiya Masood, Gang Chen, Mengjie Zhang |
| 2021 | CEC | Two-Stage Genetic Algorithm for Designing Long Short Term Memory (LSTM) Ensembles. | Ramya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei |
| 2021 | CEC | Budget and SLA Aware Dynamic Workflow Scheduling in Cloud Computing with Heterogeneous Resources. | Yifan Yang, Gang Chen, Hui Ma, Mengjie Zhang, Victoria Huang |
| 2021 | CEC | Achieving Multi-Objective Scheduling of Heterogeneous Workflows in Cloud through a Genetic Programming Based Approach. | Yongbo Yu, Hui Ma, Gang Chen |
| 2021 | CGO | C-for-Metal: High Performance Simd Programming on Intel GPUs. | Guei-Yuan Lueh, Kaiyu Chen, Gang Chen, Joel Fuentes, Wei-Yu Chen, Fangwen Fu, Hong Jiang, Hongzheng Li, Daniel Rhee |
| 2021 | CIKM | Understanding the Property of Long Term Memory for the LSTM with Attention Mechanism. | Wendong Zheng, Putian Zhao, Kai Huang, Gang Chen |
| 2021 | CLUSTER | CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs. | Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun, Gang Chen |
| 2021 | DASFAA | Learning to Label with Active Learning and Reinforcement Learning. | Xiu Tang, Sai Wu, Gang Chen, Ke Chen, Lidan Shou |
| 2021 | DATE | A GPU -accelerated Deep Stereo- LiDAR Fusion for Real-time High-precision Dense Depth Sensing. | Haitao Meng, Chonghao Zhong, Jianfeng Gu, Gang Chen |
| 2021 | EMNLP | Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. | Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun |
| 2021 | ICDE | E | Ziquan Fang, Yuntao Du, Lu Chen, Yujia Hu, Yunjun Gao, Gang Chen |
| 2021 | ICDE | MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines. | Zhaojing Luo, Sai Ho Yeung, Meihui Zhang, Kaiping Zheng, Lei Zhu, Gang Chen, Feiyi Fan, Qian Lin, Kee Yuan Ngiam, Beng Chin Ooi |
| 2021 | ICDE | A Learning to Tune Framework for LSH. | Xiu Tang, Sai Wu, Gang Chen, Jinyang Gao, Wei Cao, Zhifei Pang |
| 2021 | ICML | Joining datasets via data augmentation in the label space for neural networks. | Junbo Zhao, Mingfeng Ou, Linji Xue, Yunkai Cui, Sai Wu, Gang Chen |
| 2021 | ICSOC | Location-Aware and Budget-Constrained Service Brokering in Multi-Cloud via Deep Reinforcement Learning. | Tao Shi, Hui Ma, Gang Chen, Sven Hartmann |
| 2021 | IWCMC | Centralized Vehicle Coordination Strategies Based on Improved Age of Information. | Gang Chen, Langying Chen, Yizhen Wang, Yixiao Zhang, Tingting Zhang |
| 2021 | KDD | Defending Privacy Against More Knowledgeable Membership Inference Attackers. | Yu Yin, Ke Chen, Lidan Shou, Gang Chen |
| 2021 | VTC | Robust Centralized Vehicle Coordination Strategies at Road Intersections. | Langying Chen, Muchen Yu, Gang Chen, Yizhen Wang, Tingting Zhang |
| 2021 | SIGMOD | ARM-Net: Adaptive Relation Modeling Network for Structured Data. | Shaofeng Cai, Kaiping Zheng, Gang Chen, H. V. Jagadish, Beng Chin Ooi, Meihui Zhang |
| 2021 | SIGMOD | AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment. | Can Cui, Wei Wang, Meihui Zhang, Gang Chen, Zhaojing Luo, Beng Chin Ooi |
| 2021 | SIGMOD | Blockchains vs. Distributed Databases: Dichotomy and Fusion. | Pingcheng Ruan, Tien Tuan Anh Dinh, Dumitrel Loghin, Meihui Zhang, Gang Chen, Qian Lin, Beng Chin Ooi |
| 2021 | SIGMOD | PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery. | Kaiping Zheng, Gang Chen, Melanie Herschel, Kee Yuan Ngiam, Beng Chin Ooi, Jinyang Gao |
| 2021 | RTAS | Brief Industry Paper: SylixOS: A Secure and Compatible RTOS with Constant Scheduling on SMP. | Yuanhai Zhang, Hui Han, Jinxing Jiao, Guizhou Xu, Gang Chen, Kai Huang |
| 2020 | AAAI | Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification. | Haobo Wang, Chen Chen, Weiwei Liu, Ke Chen, Tianlei Hu, Gang Chen |
| 2020 | ACL | Pyramid: A Layered Model for Nested Named Entity Recognition. | Jue Wang, Lidan Shou, Ke Chen, Gang Chen |
| 2020 | AMTA | THUMT: An Open-Source Toolkit for Neural Machine Translation. | Zhixing Tan, Jiacheng Zhang, Xuancheng Huang, Gang Chen, Shuo Wang, Maosong Sun, Huanbo Luan, Yang Liu |
| 2020 | CEC | A Fitness-based Selection Method for Pareto Local Search for Many-Objective Job Shop Scheduling. | Atiya Masood, Gang Chen, Yi Mei, Harith Al-Sahaf, Mengjie Zhang |
| 2020 | CEC | Evolving Deep Recurrent Neural Networks Using A New Variable-Length Genetic Algorithm. | Ramya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei |
| 2020 | DATE | PhoneBit: Efficient GPU-Accelerated Binary Neural Network Inference Engine for Mobile Phones. | Gang Chen, Shengyu He, Haitao Meng, Kai Huang |
| 2020 | DEXA | Genetic Programming Based Hyper Heuristic Approach for Dynamic Workflow Scheduling in the Cloud. | Kirita-Rose Escott, Hui Ma, Gang Chen |
| 2020 | GECCO | QoS-constrained multi-objective distributed data-intensive web service composition - NSGA-II with repair method. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2020 | GECCO | Divide and conquer: Seeding strategies for multi-objective multi-cloud composite applications deployment. | Tao Shi, Hui Ma, Gang Chen |
| 2020 | HCI | VLC-Enabled Human-Aware Building Management System. | Yehuda E. Kalay, Haripriya Sathyanarayanan, Davide Schaumann, Albert Wang, Gang Chen, Ramdas G. Pai |
| 2020 | ICDE | Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks. | Huan Li, Hua Lu, Muhammad Aamir Cheema, Lidan Shou, Gang Chen |
| 2020 | ICDE | ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications. | Qian Lin, Kaiyuan Yang, Tien Tuan Anh Dinh, Qingchao Cai, Gang Chen, Beng Chin Ooi, Pingcheng Ruan, Sheng Wang, Zhongle Xie, Meihui Zhang, Olafs Vandans |
| 2020 | ICDE | Cool, a COhort OnLine analytical processing system. | Zhongle Xie, Hongbin Ying, Cong Yue, Meihui Zhang, Gang Chen, Beng Chin Ooi |
| 2020 | ICDE | Towards Factorized SVM with Gaussian Kernels over Normalized Data. | Keyu Yang, Yunjun Gao, Lei Liang, Bin Yao, Shiting Wen, Gang Chen |
| 2020 | IJCAI | Learning From Multi-Dimensional Partial Labels. | Haobo Wang, Weiwei Liu, Yang Zhao, Tianlei Hu, Ke Chen, Gang Chen |
| 2020 | IJCAI | Collaboration Based Multi-Label Propagation for Fraud Detection. | Haobo Wang, Zhao Li, Jiaming Huang, Pengrui Hui, Weiwei Liu, Tianlei Hu, Gang Chen |
| 2020 | IJCNN | Effective Linear Policy Gradient Search through Primal-Dual Approximation. | Yiming Peng, Gang Chen, Mengjie Zhang |
| 2020 | ICWS | Location-Aware and Budget-Constrained Application Replication and Deployment in Multi-Cloud Environment. | Tao Shi, Hui Ma, Gang Chen, Sven Hartmann |
| 2020 | LCN | Achieving IoT Devices Secure Sharing in Multi-User Smart Space. | Mohammed Al-Shaboti, Gang Chen, Ian Welch |
| 2020 | NDSS | SODA: A Generic Online Detection Framework for Smart Contracts. | Ting Chen, Rong Cao, Ting Li, Xiapu Luo, Guofei Gu, Yufei Zhang, Zhou Liao, Hang Zhu, Gang Chen, Zheyuan He, Yuxing Tang, Xiaodong Lin, Xiaosong Zhang |
| 2020 | PAKDD | Off-Policy Recommendation System Without Exploration. | Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen |
| 2020 | SIGMOD | AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases. | Wentao Hu, Dongxiang Zhang, Dawei Jiang, Sai Wu, Ke Chen, Kian-Lee Tan, Gang Chen |
| 2020 | SIGMOD | A Transactional Perspective on Execute-order-validate Blockchains. | Pingcheng Ruan, Dumitrel Loghin, Quang-Trung Ta, Meihui Zhang, Gang Chen, Beng Chin Ooi |
| 2020 | SIGMOD | Analysis of Indexing Structures for Immutable Data. | Cong Yue, Zhongle Xie, Meihui Zhang, Gang Chen, Beng Chin Ooi, Sheng Wang, Xiaokui Xiao |
| 2020 | WISE | A Novel Repair-Based Multi-objective Algorithm for QoS-Constrained Distributed Data-Intensive Web Service Composition. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2019 | AAAI | Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification. | Chen Chen, Haobo Wang, Weiwei Liu, Xingyuan Zhao, Tianlei Hu, Gang Chen |
| 2019 | AAAI | CAMO: A Collaborative Ranking Method for Content Based Recommendation. | Chengwei Wang, Tengfei Zhou, Chen Chen, Tianlei Hu, Gang Chen |
| 2019 | CEC | Active Sampling for Dynamic Job Shop Scheduling using Genetic Programming. | Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang |
| 2019 | CEC | Composing Distributed Data-intensive Web Services Using a Flexible Memetic Algorithm. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2019 | CEC | A Seeding-based GA for Location-Aware Workflow Deployment in Multi-cloud Environment. | Tao Shi, Hui Ma, Gang Chen |
| 2019 | CEC | Evolutionary Design of Recurrent Neural Network Architecture for Human Activity Recognition. | Ramya Anasseriyil Viswambaran, Gang Chen, Bing Xue, Mohammad Nekooei |
| 2019 | CEC | Evolutionary Multitasking for Semantic Web Service Composition. | Chen Wang, Hui Ma, Gang Chen, Sven Hartmann |
| 2019 | CGO | IGC: The Open Source Intel Graphics Compiler. | Anupama Chandrasekhar, Gang Chen, Po-Yu Chen, Wei-Yu Chen, Junjie Gu, Peng Guo, Shruthi Hebbur Prasanna Kumar, Guei-Yuan Lueh, Pankaj Mistry, Wei Pan, Thomas Raoux, Konrad Trifunovic |
| 2019 | CIKM | NAD: Neural Network Aided Design for Textile Pattern Generation. | Zhifei Pang, Sai Wu, Dongxiang Zhang, Yunjun Gao, Gang Chen |
| 2019 | DEXA | Composing Distributed Data-Intensive Web Services Using Distance-Guided Memetic Algorithm. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2019 | DEXA | Using EDA-Based Local Search to Improve the Performance of NSGA-II for Multiobjective Semantic Web Service Composition. | Chen Wang, Hui Ma, Gang Chen |
| 2019 | GECCO | A memetic algorithm with distance-guided crossover: distributed data-intensive web service composition. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2019 | GECCO | A memetic NSGA-II with EDA-based local search for fully automated multiobjective web service composition. | Chen Wang, Hui Ma, Gang Chen, Sven Hartmann |
| 2019 | GLOBECOM | A Study of Optical Tag Detection Using Rolling Shutter Based Visible Light Communications. | Zijin Pan, Tian Lang, Zening Li, Gang Chen, Albert Wang |
| 2019 | ICDE | Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data. | Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | ICDE | In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data. | Huan Li, Hua Lu, Lidan Shou, Gang Chen, Ke Chen |
| 2019 | ICDE | On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract). | Xiaoye Miao, Yunjun Gao, Su Guo, Gang Chen |
| 2019 | ICDE | DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces. | Keyu Yang, Yunjun Gao, Rui Ma, Lu Chen, Sai Wu, Gang Chen |
| 2019 | IJCAI | Discriminative and Correlative Partial Multi-Label Learning. | Haobo Wang, Weiwei Liu, Yang Zhao, Chen Zhang, Tianlei Hu, Gang Chen |
| 2019 | IM | Optimizing Controller Placement for Distributed Software-Defined Networks. | Guiying Huang, Gang Chen, Qiang Fu, Elliott Wen |
| 2019 | MDM | Next Generation Blockchain Network (NGBN). | Zhibin Lei, Chao Feng, Yang Liu, Dennis S. F. Lee, Tony Tsang, Jun Liang, Zhijun Xiong, Yuquan Liu, Gang Chen |
| 2019 | MICCAI | Stain Style Transfer Using Transitive Adversarial Networks. | Shaojin Cai, Yuyang Xue, Qinquan Gao, Min Du, Gang Chen, Hejun Zhang, Tong Tong |
| 2019 | SIGIR | EXACT: Attributed Entity Extraction By Annotating Texts. | Ke Chen, Lei Feng, Qingkuang Chen, Gang Chen, Lidan Shou |
| 2018 | APWEB | Multi-label Classification via Label-Topic Pairs. | Gang Chen, Yue Peng, Chongjun Wang |
| 2018 | CEC | Cluster-Guided Genetic Algorithm for Distributed Data-intensive Web Service Composition. | Soheila Sadeghiram, Hui Ma, Gang Chen |
| 2018 | CEC | Energy-Aware Container Consolidation Based on PSO in Cloud Data Centers. | Tao Shi, Hui Ma, Gang Chen |
| 2018 | EUROGP | Investigating a Machine Breakdown Genetic Programming Approach for Dynamic Job Shop Scheduling. | John Park, Yi Mei, Su Nguyen, Gang Chen, Mengjie Zhang |
| 2018 | GECCO | NEAT for large-scale reinforcement learning through evolutionary feature learning and policy gradient search. | Yiming Peng, Gang Chen, Harman Singh, Mengjie Zhang |
| 2018 | GECCO | EDA-based approach to comprehensive quality-aware automated semantic web service composition. | Chen Wang, Hui Ma, Gang Chen |
| 2018 | ICARCV | Distributed Event-based Algorithm for Economic Dispatch Problem over Digraph with Time delays. | Zhongyuan Zhao, Gang Chen |
| 2018 | ICDE | A Multi-Objective Optimization Approach for Question Routing in Community Question Answering Services (Extended Abstract). | Xiang Cheng, Shuguang Zhu, Sen Su, Gang Chen |
| 2018 | ICDE | Metric Similarity Joins Using MapReduce (Extended Abstract). | Gang Chen, Keyu Yang, Lu Chen, Yunjun Gao, Baihua Zheng, Chun Chen |
| 2018 | ICDE | Time-Aware Boolean Spatial Keyword Queries (Extended Abstract). | Gang Chen, Jingwen Zhao, Yunjun Gao, Lei Chen, Rui Chen |
| 2018 | ICDE | On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases. | Qian Lin, Gang Chen, Meihui Zhang |
| 2018 | ICDE | Adaptive Lightweight Regularization Tool for Complex Analytics. | Zhaojing Luo, Shaofeng Cai, Jinyang Gao, Meihui Zhang, Kee Yuan Ngiam, Gang Chen, Wang-Chien Lee |
| 2018 | ICDE | A Comprehensive Performance Evaluation of Modern In-Memory Indices. | Zhongle Xie, Qingchao Cai, Gang Chen, Rui Mao, Meihui Zhang |
| 2018 | ICDE | Why-Not Questions on Top-k Geo-Social Keyword Queries in Road Networks. | Jingwen Zhao, Yunjun Gao, Gang Chen, Rui Chen |
| 2018 | IJCNN | Constrained Expectation-Maximization Methods for Effective Reinforcement Learning. | Gang Chen, Yiming Peng, Mengjie Zhang |
| 2018 | PPSN | Sampling Heuristics for Multi-objective Dynamic Job Shop Scheduling Using Island Based Parallel Genetic Programming. | Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang |
| 2018 | SIGMOD | Fine-grained Concept Linking using Neural Networks in Healthcare. | Jian Dai, Meihui Zhang, Gang Chen, Ju Fan, Kee Yuan Ngiam, Beng Chin Ooi |
| 2017 | AAAI | Latent Discriminant Analysis with Representative Feature Discovery. | Gang Chen |
| 2017 | CEC | Evolving heuristics for Dynamic Vehicle Routing with Time Windows using genetic programming. | Josiah Jacobsen-Grocott, Yi Mei, Gang Chen, Mengjie Zhang |
| 2017 | CEC | Evolving dispatching rules for dynamic Job shop scheduling with uncertain processing times. | Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang |
| 2017 | CIKM | A New Approach to Compute CNNs for Extremely Large Images. | Sai Wu, Mengdan Zhang, Gang Chen, Ke Chen |
| 2017 | DATE | Online workload monitoring with the feedback of actual execution time for real-time systems. | Biao Hu, Kai Huang, Gang Chen, Long Cheng, Alois C. Knoll |
| 2017 | GECCO | Toward evolving dispatching rules for dynamic job shop scheduling under uncertainty. | Deepak Karunakaran, Yi Mei, Gang Chen, Mengjie Zhang |
| 2017 | GECCO | Automated state feature learning for actor-critic reinforcement learning through NEAT. | Yiming Peng, Gang Chen, Scott Holdaway, Yi Mei, Mengjie Zhang |
| 2017 | ICDE | Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers. | Yunjun Gao, Qing Liu, Gang Chen, Linlin Zhou, Baihua Zheng |
| 2017 | ICDE | IS2R: A System for Refining Reverse Top-k Queries. | Qing Liu, Yunjun Gao, Linlin Zhou, Gang Chen |
| 2017 | ICDE | Reverse Top-k Geo-Social Keyword Queries in Road Networks. | Jingwen Zhao, Yunjun Gao, Gang Chen, Christian S. Jensen, Rui Chen, Deng Cai |
| 2017 | ICDM | AnySCAN: An Efficient Anytime Framework with Active Learning for Large-Scale Network Clustering. | Weizhong Zhao, Gang Chen, Xiaowei Xu |
| 2017 | IJCAI | Deep Supervised Hashing with Nonlinear Projections. | Sen Su, Gang Chen, Xiang Cheng, Rong Bi |
| 2017 | IJCNN | A sandpile model for reliable actor-critic reinforcement learning. | Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang |
| 2017 | ICTAI | Multi-label Learning by Exploiting Label Correlations with LDA. | Yue Peng, Gang Chen, Ming Xu, Chongjun Wang, Junyuan Xie |
| 2017 | IECON | The optimal control strategy for chilled water system in central air-conditioning systems. | Ao Li, Fulin Wang, Rui Li, Binruo Zhu, Dan Huang, Gang Chen |
| 2017 | IECON | Optimization of running number of chilled water pumps based on decentralized network. | Ao Li, Fulin Wang, Qi Shen, Binruo Zhu, Rui Li, Dan Huang, Gang Chen |
| 2017 | IECON | Rule-based optimal control for the cooling water subsystem of chiller plants. | Yin Zhang, Rui Li, Fulin Wang, Ao Li, Dan Huang, Gang Chen |
| 2017 | ISPA | Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories. | Xinyuan Luo, Ke Chen, Guifeng Pang, Lidan Shou, Gang Chen |
| 2017 | LCN | BLAC: A Bindingless Architecture for Distributed SDN Controllers. | Victoria Huang, Qiang Fu, Gang Chen, Elliott Wen, Jonathan Hart |
| 2017 | SIGMOD | BLOCKBENCH: A Framework for Analyzing Private Blockchains. | Tien Tuan Anh Dinh, Ji Wang, Gang Chen, Rui Liu, Beng Chin Ooi, Kian-Lee Tan |
| 2017 | TrustCom | Mixed-Criticality Control System with Performance and Robustness Guarantees. | Long Cheng, Kai Huang, Gang Chen, Biao Hu, Alois C. Knoll |
| 2017 | TrustCom | McFTP: A Framework to Explore and Prototype Multi-core Thermal Managements on Real Processors. | Long Cheng, Zhihao Zhao, Kai Huang, Gang Chen, Alois C. Knoll |
| 2016 | AAAI | Maximum Margin Dirichlet Process Mixtures for Clustering. | Gang Chen, Haiying Zhang, Caiming Xiong |
| 2016 | CEC | An XCS-based algorithm for multi-objective reinforcement learning. | Xiu Cheng, Gang Chen, Mengjie Zhang |
| 2016 | CEC | Many-objective genetic programming for job-shop scheduling. | Atiya Masood, Yi Mei, Gang Chen, Mengjie Zhang |
| 2016 | CEC | Evolutionary design of fuzzy logic controllers for medium access control in WBAN. | Seyed Mohammad Nekooei, Gang Chen, Ramesh Kumar Rayudu |
| 2016 | DATE | Minimizing peak temperature for pipelined hard real-time systems. | Long Cheng, Kai Huang, Gang Chen, Biao Hu, Alois C. Knoll |
| 2016 | EUROGP | Genetic Programming Based Hyper-heuristics for Dynamic Job Shop Scheduling: Cooperative Coevolutionary Approaches. | John Park, Yi Mei, Su Nguyen, Gang Chen, Mark Johnston, Mengjie Zhang |
| 2016 | GECCO | Niching Genetic Programming based Hyper-heuristic Approach to Dynamic Job Shop Scheduling: An Investigation into Distance Metrics. | John Park, Yi Mei, Gang Chen, Mengjie Zhang |
| 2016 | ICARCV | An optimal active power control strategy of islanded microgrid with diverse communication delays. | Gang Chen, Zhongyuan Zhao, Mingxiang Dai |
| 2016 | ICDE | Metric all-k-nearest-neighbor search. | Lu Chen, Yunjun Gao, Gang Chen, Haida Zhang |
| 2016 | ICDE | Answering why-not questions on metric probabilistic range queries. | Lu Chen, Yunjun Gao, Kai Wang, Christian S. Jensen, Gang Chen |
| 2016 | ICDE | Top-k dominating queries on incomplete data. | Xiaoye Miao, Yunjun Gao, Baihua Zheng, Gang Chen, Huiyong Cui |
| 2016 | ICDE | Personal recommendation using deep recurrent neural networks in NetEase. | Sai Wu, Weichao Ren, Chengchao Yu, Gang Chen, Dongxiang Zhang, Jingbo Zhu |
| 2016 | ICIP | Joint visual denoising and classification using deep learning. | Gang Chen, Yawei Li, Sargur N. Srihari |
| 2016 | ICONIP | Generalized Compatible Function Approximation for Policy Gradient Search. | Yiming Peng, Gang Chen, Mengjie Zhang, Shaoning Pang |
| 2016 | SIGIR | iGlasses: A Novel Recommendation System for Best-fit Glasses. | Xiaoling Gu, Lidan Shou, Pai Peng, Ke Chen, Sai Wu, Gang Chen |
| 2016 | SIGMOD | Towards a Non-2PC Transaction Management in Distributed Database Systems. | Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang |
| 2016 | SIGMOD | Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases. | Chang Yao, Divyakant Agrawal, Gang Chen, Beng Chin Ooi, Sai Wu |
| 2016 | RTSS | EDF-VD Scheduling of Mixed-Criticality Systems with Degraded Quality Guarantees. | Di Liu, Jelena Spasic, Nan Guan, Gang Chen, Songran Liu, Todor P. Stefanov, Wang Yi |