| 2026 | ACL | Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling. | Shuliang Liu, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Minghe Yu, Yu Gu, Chong Chen, Huiyuan Xie, Ge Yu |
| 2026 | ACL | BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores. | Jiajia Li, Weizhi Xue, Yao Yao, Qiwei Li, Chong Chen, Zuchao Li, Ping Wang, Hai Zhao |
| 2026 | ACL | GALA: Geometric Data Selection with Strategic Prospecting for Large Language Model Self-training. | Zhongwei Xie, Ruihao Liao, Zimo Wang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2026 | ACL | SciFlow-Bench: Evaluating Structure-Aware Scientific Diagram Generation via Inverse Parsing. | Tong Zhang, Honglin Lin, Zhou Liu, Chong Chen, Wentao Zhang |
| 2026 | DASFAA | HIPPO: Enhancing the Table Understanding Capability of LLMs Through Hybrid-Modal Preference Optimization. | Haolan Wang, Zhenghao Liu, Xinze Li, Xiaocui Yang, Yu Gu, Yukun Yan, Qi Shi, Fangfang Li, Chong Chen, Ge Yu |
| 2026 | SIGIR | LLM-EDT: Large Language Models Enhanced Cross-domain Sequential Recommendation with Dual-phase Training. | Ziwei Liu, Qidong Liu, Wanyu Wang, Yejing Wang, Pengyue Jia, Tong Xu, Wei Huang, Chong Chen, Xiangyu Zhao |
| 2025 | AAAI | DREAM: Decoupled Discriminative Learning with Bigraph-aware Alignment for Semi-supervised 2D-3D Cross-modal Retrieval. | Fan Zhang, Changhu Wang, Zebang Cheng, Xiaojiang Peng, Dongjie Wang, Yijia Xiao, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2025 | AAAI | SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away. | Jiliang Hu, Jiajia Li, Ziyi Pan, Chong Chen, Zuchao Li, Ping Wang, Lefei Zhang |
| 2025 | ACL | scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation. | Zhiyin Yu, Chao Zheng, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2025 | CogSci | Improving Cognitive Capability of Large Language Model: A Multi-Step Symbolic Reasoning Approach. | Jinkun Zhai, Chong Chen, Zhuowei Wang, Tao Wang, Lianglun Cheng |
| 2025 | EMNLP | Can LLMs be Good Graph Judge for Knowledge Graph Construction? | Haoyu Huang, Chong Chen, Zeang Sheng, Yang Li, Wentao Zhang |
| 2025 | EMNLP | LEAF: Large Language Diffusion Model for Time Series Forecasting. | Yuhang Pei, Tao Ren, Yifan Wang, Zhipeng Sun, Wei Ju, Chong Chen, XianSheng Hua, Xiao Luo |
| 2025 | EMNLP | TableRAG: A Retrieval Augmented Generation Framework for Heterogeneous Document Reasoning. | Xiaohan Yu, Pu Jian, Chong Chen |
| 2025 | EMNLP | Enhancing Recommendation Explanations through User-Centric Refinement. | Jingsen Zhang, Zihang Tian, Xueyang Feng, Xu Chen, Chong Chen |
| 2025 | ICDE | Training-Free Heterogeneous Graph Condensation via Data Selection. | Yuxuan Liang, Wentao Zhang, Xinyi Gao, Ling Yang, Chong Chen, Hongzhi Yin, Yunhai Tong, Bin Cui |
| 2025 | ICDE | Towards Scalable and Efficient Graph Structure Learning. | Siqi Shen, Wentao Zhang, Chengshuo Du, Chong Chen, Fangcheng Fu, Yingxia Shao, Bin Cui |
| 2025 | ICML | Alpha-SQL: Zero-Shot Text-to-SQL using Monte Carlo Tree Search. | Boyan Li, Jiayi Zhang, Ju Fan, Yanwei Xu, Chong Chen, Nan Tang, Yuyu Luo |
| 2025 | IJCNN | Groundwater Seepage Modeling in a River-Canal System based on Physics-Informed Neural Networks. | Chong Chen, Yifan Li, Zongyu Han, Yixiao Niu, Xiaoyu Zhu, Yaru Xue |
| 2025 | KDD | Large Language Model Enhanced Recommender Systems: Methods, Applications and Trends. | Qidong Liu, Xiangyu Zhao, Yuhao Wang, Yejing Wang, Zijian Zhang, Yuqi Sun, Xiang Li, Maolin Wang, Pengyue Jia, Chong Chen, Wei Huang, Feng Tian |
| 2025 | SIGIR | Bridge the Domains: Large Language Models Enhanced Cross-domain Sequential Recommendation. | Qidong Liu, Xiangyu Zhao, Yejing Wang, Zijian Zhang, Howard Zhong, Chong Chen, Xiang Li, Wei Huang, Feng Tian |
| 2025 | SIGIR | Distributionally Robust Optimization for Unbiased Learning to Rank. | Zechun Niu, Lang Mei, Chong Chen, Jiaxin Mao |
| 2025 | SIGIR | MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation. | Qinhan Yu, Zhiyou Xiao, Binghui Li, Zhengren Wang, Chong Chen, Wentao Zhang |
| 2025 | SIGMOD | Including Bloom Filters in Bottom-up Optimization. | Tim Zeyl, Qi Cheng, Reza Pournaghi, Jason Lam, Weicheng Wang, Calvin Wong, Chong Chen, Per-ke Larson |
| 2025 | WSDM | Explainable CTR Prediction via LLM Reasoning. | Xiaohan Yu, Li Zhang, Chong Chen |
| 2024 | CIKM | Preliminary Study on Incremental Learning for Large Language Model-based Recommender Systems. | Tianhao Shi, Yang Zhang, Zhijian Xu, Chong Chen, Fuli Feng, Xiangnan He, Qi Tian |
| 2024 | CIKM | Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval. | Hanqi Zhang, Chong Chen, Lang Mei, Qi Liu, Jiaxin Mao |
| 2024 | CSCWD | Hierarchical Multi-Frequency Transform for Sequential Recommendation. | Zhenyi Fan, Hongbin Zhang, Guangyu Lin, Lianglun Cheng, Zhuowei Wang, Chong Chen |
| 2024 | CSCWD | Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition. | Xingming Liao, Nankai Lin, Haowen Li, Lianglun Cheng, Zhuowei Wang, Chong Chen |
| 2024 | CSCWD | Improving Distantly-Supervised Relation Extraction through Label Prompt. | Guangyu Lin, Hongbin Zhang, Zhenyi Fan, Lianglun Cheng, Zhuowei Wang, Chong Chen |
| 2024 | CVPR | Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval. | Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo |
| 2024 | EMNLP | Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models. | Keqin Bao, Jizhi Zhang, Yang Zhang, Xinyue Huo, Chong Chen, Fuli Feng |
| 2024 | ICML | Prometheus: Out-of-distribution Fluid Dynamics Modeling with Disentangled Graph ODE. | Hao Wu, Huiyuan Wang, Kun Wang, Weiyan Wang, Changan Ye, Yangyu Tao, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2024 | ISSTA | Identifying Smart Contract Security Issues in Code Snippets from Stack Overflow. | Jiachi Chen, Chong Chen, Jiang Hu, John C. Grundy, Yanlin Wang, Ting Chen, Zibin Zheng |
| 2024 | NAACL | DEMO: A Statistical Perspective for Efficient Image-Text Matching. | Fan Zhang, Xian-Sheng Hua, Chong Chen, Xiao Luo |
| 2024 | SMC | GN: Guided Noise Eliminating Backdoors in Federated Learning. | Siquan Huang, Ying Gao, Chong Chen, Leyu Shi |
| 2024 | WWW | Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations. | Qingqing Long, Zheng Fang, Chen Fang, Chong Chen, Pengfei Wang, Yuanchun Zhou |
| 2024 | SIGIR | OpenSiteRec: An Open Dataset for Site Recommendation. | Xinhang Li, Xiangyu Zhao, Yejing Wang, Yu Liu, Chong Chen, Cheng Long, Yong Zhang, Chunxiao Xing |
| 2023 | ICCV | Multi-metrics adaptively identifies backdoors in Federated learning. | Siquan Huang, Yijiang Li, Chong Chen, Leyu Shi, Ying Gao |
| 2023 | ICCV | Prototypical Mixing and Retrieval-based Refinement for Label Noise-resistant Image Retrieval. | Xinlong Yang, Haixin Wang, Jinan Sun, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | ICDE | Dynamic Hypergraph Structure Learning for Traffic Flow Forecasting. | Yusheng Zhao, Xiao Luo, Wei Ju, Chong Chen, Xian-Sheng Hua, Ming Zhang |
| 2023 | ICML | CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification. | Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | INFOCOM | Avoid attacks: A Federated Data Sanitization Defense in IoMT Systems. | Chong Chen, Ying Gao, Siquan Huang, Xingfu Yan |
| 2023 | IROS | A Minimal Collision Strategy of Synergy Between Pushing and Grasping for Large Clusters of Objects. | Chong Chen, Shijun Yan, Miaolong Yuan, Chiat-Pin Tay, Dongkyu Choi, Quang Dan Le |
| 2023 | KDD | CFGL-LCR: A Counterfactual Graph Learning Framework for Legal Case Retrieval. | Kun Zhang, Chong Chen, Yuanzhuo Wang, Qi Tian, Long Bai |
| 2023 | WWW | DANCE: Learning A Domain Adaptive Framework for Deep Hashing. | Haixin Wang, Jinan Sun, Xiang Wei, Shikun Zhang, Chong Chen, Xian-Sheng Hua, Xiao Luo |
| 2023 | SIGIR | SAILER: Structure-aware Pre-trained Language Model for Legal Case Retrieval. | Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Yueyue Wu, Yiqun Liu, Chong Chen, Qi Tian |
| 2023 | SIGIR | Session Search with Pre-trained Graph Classification Model. | Shengjie Ma, Chong Chen, Jiaxin Mao, Qi Tian, Xuhui Jiang |
| 2022 | ECCV | On Mitigating Hard Clusters for Face Clustering. | Yingjie Chen, Huasong Zhong, Chong Chen, Chen Shen, Jianqiang Huang, Tao Wang, Yun Liang, Qianru Sun |
| 2022 | ICASSP | DHWP: Learning High-Quality Short Hash Codes Via Weight Pruning. | Zeyu Ma, Yuhang Guo, Xiao Luo, Chong Chen, Minghua Deng, Wei Cheng, Guangming Lu |
| 2022 | ICDE | Near Data Processing in Taurus Database. | Shu Lin, Arunprasad P. Marathe, Per-ke Larson, Chong Chen, Calvin Sun, Paul Lee, Weidong Yu, Jianwei Li, Juncai Meng, Roulin Lin, Xiaoyang Chen, Qingping Zhu |
| 2022 | ICDE | DualGraph: Improving Semi-supervised Graph Classification via Dual Contrastive Learning. | Xiao Luo, Wei Ju, Meng Qu, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang |
| 2022 | ICDE | Dynamic Hypergraph Convolutional Network. | Nan Yin, Fuli Feng, Zhigang Luo, Xiang Zhang, Wenjie Wang, Xiao Luo, Chong Chen, Xian-Sheng Hua |
| 2022 | IJCAI | TGNN: A Joint Semi-supervised Framework for Graph-level Classification. | Wei Ju, Xiao Luo, Meng Qu, Yifan Wang, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang |
| 2022 | KDD | Towards Representation Alignment and Uniformity in Collaborative Filtering. | Chenyang Wang, Yuanqing Yu, Weizhi Ma, Min Zhang, Chong Chen, Yiqun Liu, Shaoping Ma |
| 2022 | WWW | Recommendation Unlearning. | Chong Chen, Fei Sun, Min Zhang, Bolin Ding |
| 2021 | AAAI | Graph Heterogeneous Multi-Relational Recommendation. | Chong Chen, Weizhi Ma, Min Zhang, Zhaowei Wang, Xiuqiang He, Chenyang Wang, Yiqun Liu, Shaoping Ma |
| 2021 | DASC | A Deep Learning Algorithm for Groundwater Level Prediction based on Spatial-temporal Attention Mechanism. | Chong Chen, Xiaoyu Zhu, Xiaobin Kang, Han Zhou |
| 2021 | ICCV | Graph Contrastive Clustering. | Huasong Zhong, Jianlong Wu, Chong Chen, Jianqiang Huang, Minghua Deng, Liqiang Nie, Zhouchen Lin, Xian-Sheng Hua |
| 2021 | ICDM | Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. | Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Pengfei Wang, Minghua Deng, Jinwen Ma |
| 2021 | ICONIP | Deep Supervised Hashing by Classification for Image Retrieval. | Xiao Luo, Yuhang Guo, Zeyu Ma, Huasong Zhong, Tao Li, Wei Ju, Chong Chen, Minghua Deng |
| 2021 | ICONIP | Concordant Contrastive Learning for Semi-supervised Node Classification on Graph. | Daqing Wu, Xiao Luo, Xiangyang Guo, Chong Chen, Minghua Deng, Jinwen Ma |
| 2021 | IJCAI | CIMON: Towards High-quality Hash Codes. | Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua |
| 2021 | IJCNN | ARGO: Modeling Heterogeneity in E-commerce Recommendation. | Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma |
| 2021 | QRS | Stopping Criteria for Satellite Imaging based on Improved Differential Evolution Algorithm. | Chong Chen, Dongcheng Li, Hui Li, Jie Zhang, Zhiming Wu |
| 2021 | WWW | Efficient Non-Sampling Knowledge Graph Embedding. | Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang |
| 2020 | AAAI | Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation. | Chong Chen, Min Zhang, Yongfeng Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma |
| 2020 | ICPR | Human-Centric Parsing Network for Human-Object Interaction Detection. | Guanyu Chen, Chong Chen, Zhicheng Zhao, Fei Su |
| 2020 | WWW | Efficient Non-Sampling Factorization Machines for Optimal Context-Aware Recommendation. | Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma |
| 2020 | SIGIR | Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation. | Chong Chen, Min Zhang, Weizhi Ma, Yiqun Liu, Shaoping Ma |
| 2020 | SIGMOD | Taurus Database: How to be Fast, Available, and Frugal in the Cloud. | Alex Depoutovitch, Chong Chen, Jin Chen, Paul Larson, Shu Lin, Jack Ng, Wenlin Cui, Qiang Liu, Wei Huang, Yong Xiao, Yongjun He |
| 2019 | DASC | IoT Nodes Equipment Selection Based on MADM: A Case Study of Groundwater Quality Detection Equipment. | Wei He, Jing Wang, Beng Wu, Hui Luan, Huaqing Liang, Chong Chen |
| 2019 | ICDCS | Minimum Makespan Workflow Scheduling for Malleable Jobs with Precedence Constraints and Lifetime Resource Demands. | Chen Chen, Xiaodi Ke, Timothy Zeyl, Kaixiang Du, Sam Sanjabi, Shane Bergsma, Reza Pournaghi, Chong Chen |
| 2019 | SIGIR | An Efficient Adaptive Transfer Neural Network for Social-aware Recommendation. | Chong Chen, Min Zhang, Chenyang Wang, Weizhi Ma, Minming Li, Yiqun Liu, Shaoping Ma |
| 2019 | WSDM | Social Attentional Memory Network: Modeling Aspect- and Friend-Level Differences in Recommendation. | Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2018 | ICPR | WiTT: Modeling and the evaluation of table tennis actions based on WIFI signals. | Chong Chen, Yao Shu, Kuang-I Shu, Heng Zhang |
| 2018 | WWW | Neural Attentional Rating Regression with Review-level Explanations. | Chong Chen, Min Zhang, Yiqun Liu, Shaoping Ma |
| 2018 | UIC | Research on Human Motion Recognition Based on Wi-Fi and Inertial Sensor Signal Fusion. | Yao Shu, Chong Chen, Kuang-I Shu, Heng Zhang |
| 2015 | APWEB | Estimating the Missing Traffic Speeds via Continuous Conditional Random Fields. | Bing Liang, Chong Chen, Ying-Hui Guan, Xiao-Yu Huang |
| 2015 | HPCC | Task-D: A Task Based Programming Framework for Distributed System. | Jiachen Xue, Chong Chen, Lin Ma, Teng Su, Chen Tian, Wenqin Zheng, Ziang Hu |
| 2015 | ICIP | Stochastic bilateral filter for high-dimensional images. | Christina Karam, Chong Chen, Keigo Hirakawa |
| 2013 | CIKM | Merged aggregate nearest neighbor query processing in road networks. | Weiwei Sun, Chong Chen, Baihua Zheng, Chunan Chen, Liang Zhu, Weimo Liu, Yan Huang |
| 2010 | IJCNN | Neuromorphic algorithms on clusters of PlayStation 3s. | Tarek M. Taha, Pavan Yalamanchili, Mohammad Ashraf Bhuiyan, Rommel Jalasutram, Chong Chen, Richard W. Linderman |
| 2010 | ISKE | Design and implementation for literature search and impact-based summaries. | Chong Chen, Feng Li, Xianling Mao, Jing He, Hongfei Yan |
| 2009 | ICIP | Robust 3D pose estimation from multiple video cameras. | Chong Chen, Dan Schonfeld |
| 2009 | ICIP | Geometrical plenoptic sampling. | Chong Chen, Dan Schonfeld |
| 2009 | IWDW | Temporal Statistic Based Video Watermarking Scheme Robust against Geometric Attacks and Frame Dropping. | Chong Chen, Jiangqun Ni, Jiwu Huang |
| 2008 | ICASSP | Robust pose estimation based on Sylvester's equation: Single and multiple collaborative cameras. | Chong Chen, Dan Schonfeld, Magdi A. Mohamed |
| 2007 | VCIP | Pose estimation from video sequences based on Sylvester's equation. | Chong Chen, Dan Schonfeld, Junlan Yang, Magdi A. Mohamed |
| 2006 | ICIP | Online Video Stabilization Based on Particle Filters. | Junlan Yang, Dan Schonfeld, Chong Chen, Magdi A. Mohamed |