| 2026 | AAAI | Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning. | Wentao Wang, Chunyang Liu, Kehua Sheng, Bo Zhang, Yan Wang |
| 2026 | AAAI | Hyperbolic Continuous Structural Entropy for Hierarchical Clustering. | Guangjie Zeng, Hao Peng, Angsheng Li, Li Sun, Chunyang Liu, Shengze Li, Yicheng Pan, Philip S. Yu |
| 2025 | AAAI | Structural Entropy Guided Probabilistic Coding. | Xiang Huang, Hao Peng, Li Sun, Hui Lin, Chunyang Liu, Jiang Cao, Philip S. Yu |
| 2025 | IJCAI | STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation. | Yiming Wang, Hao Peng, Senzhang Wang, Haohua Du, Chunyang Liu, Jia Wu, Guanlin Wu |
| 2025 | IROS | Bench4Merge: A Comprehensive Benchmark for Merging in Realistic Dense Traffic with Micro-Interactive Vehicles. | Zhengming Wang, Junli Wang, Pengfei Li, Zhaohan Li, Chunyang Liu, Bo Zhang, Peng Li, Yilun Chen |
| 2025 | IROS | DRARL: Disengagement-Reason-Augmented Reinforcement Learning for Efficient Improvement of Autonomous Driving Policy. | Weitao Zhou, Bo Zhang, Zhong Cao, Xiang Li, Qian Cheng, Chunyang Liu, Yaqin Zhang, Diange Yang |
| 2025 | KDD | Unsupervised Graph Clustering with Deep Structural Entropy. | Jingyun Zhang, Hao Peng, Li Sun, Guanlin Wu, Chunyang Liu, Zhengtao Yu |
| 2024 | CIKM | A Structural Information Guided Hierarchical Reconstruction for Graph Anomaly Detection. | Dongcheng Zou, Hao Peng, Chunyang Liu |
| 2024 | ICML | LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering. | Li Sun, Zhenhao Huang, Hao Peng, Yujie Wang, Chunyang Liu, Philip S. Yu |
| 2024 | WSDM | MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization. | Dongcheng Zou, Senzhang Wang, Xuefeng Li, Hao Peng, Yuandong Wang, Chunyang Liu, Kehua Sheng, Bo Zhang |
| 2024 | SDM | Semi-Supervised Clustering via Structural Entropy with Different Constraints. | Guangjie Zeng, Hao Peng, Angsheng Li, Zhiwei Liu, Runze Yang, Chunyang Liu, Lifang He |
| 2023 | ICDM | Unsupervised Skin Lesion Segmentation via Structural Entropy Minimization on Multi-Scale Superpixel Graphs. | Guangjie Zeng, Hao Peng, Angsheng Li, Zhiwei Liu, Chunyang Liu, Philip S. Yu, Lifang He |
| 2023 | IJCAI | Hierarchical State Abstraction based on Structural Information Principles. | Xianghua Zeng, Hao Peng, Angsheng Li, Chunyang Liu, Lifang He, Philip S. Yu |
| 2023 | IECON | Fractional Order Model Predictive Control Strategy for Hybrid Energy Storage System. | Yanyu Zhang, Xiaoheng Guo, Chunyang Liu, Yi Zhou, Xibeng Zhang |
| 2023 | WWW | SE-GSL: A General and Effective Graph Structure Learning Framework through Structural Entropy Optimization. | Dongcheng Zou, Hao Peng, Xiang Huang, Renyu Yang, Jianxin Li, Jia Wu, Chunyang Liu, Philip S. Yu |
| 2021 | ICDE | Gallat: A Spatiotemporal Graph Attention Network for Passenger Demand Prediction. | Yuandong Wang, Hongzhi Yin, Tong Chen, Chunyang Liu, Ben Wang, Tianyu Wo, Jie Xu |
| 2020 | WWW | When Recommender Systems Meet Fleet Management: Practical Study in Online Driver Repositioning System. | Zhe Xu, Chang Men, Peng Li, Bicheng Jin, Ge Li, Yue Yang, Chunyang Liu, Ben Wang, Xiaohu Qie |
| 2018 | IJCNN | Towards the Learning of Weighted Multi-label Associative Classifiers. | Chunyang Liu, Ling Chen, Ivor W. Tsang, Hongzhi Yin |
| 2018 | ISCAS | Design and Optimization of Modular Multiplication for SIDH. | Chunyang Liu, Jian Ni, Weiqiang Liu, Zhe Liu, Mire O'Neill |
| 2018 | KDD | Large-Scale Order Dispatch in On-Demand Ride-Hailing Platforms: A Learning and Planning Approach. | Zhe Xu, Zhixin Li, Qingwen Guan, Dingshui Zhang, Qiang Li, Junxiao Nan, Chunyang Liu, Wei Bian, Jieping Ye |
| 2016 | ACL | Agreement-based Learning of Parallel Lexicons and Phrases from Non-Parallel Corpora. | Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu |
| 2016 | APWEB | Mining Co-locations from Continuously Distributed Uncertain Spatial Data. | Bozhong Liu, Ling Chen, Chunyang Liu, Chengqi Zhang, Weidong Qiu |
| 2016 | ICNC | Multi-modal learning for social image classification. | Chunyang Liu, Xu Zhang, Xiong Li, Rui Li, Xiaoming Zhang, Wen-Han Chao |
| 2016 | IJCNN | Summarizing uncertain transaction databases by Probabilistic Tiles. | Chunyang Liu, Ling Chen |
| 2015 | EMNLP | Generalized Agreement for Bidirectional Word Alignment. | Chunyang Liu, Yang Liu, Maosong Sun, Huan-Bo Luan, Heng Yu |
| 2013 | ADMA | Convolution Neural Network for Relation Extraction. | Chunyang Liu, Wenbo Sun, Wenhan Chao, Wanxiang Che |
| 2013 | ICMV | The decoding method based on wavelet image En vector quantization. | Chunyang Liu, Hui Li, Tao Wang |
| 2013 | KDD | Summarizing probabilistic frequent patterns: a fast approach. | Chunyang Liu, Ling Chen, Chengqi Zhang |
| 2013 | SDM | Mining Probabilistic Representative Frequent Patterns From Uncertain Data. | Ling Chen, Chunyang Liu, Chengqi Zhang |
| 2012 | COLING | THUTR: A Translation Retrieval System. | Chunyang Liu, Qi Liu, Yang Liu, Maosong Sun |
| 2012 | ISI | Extracting opinion explanations from Chinese online reviews. | Yuequn Li, Wenji Mao, Daniel Zeng, Luwen Huangfu, Chunyang Liu |
| 2010 | ADMA | Click Prediction for Product Search on C2C Web Sites. | Xiangzhi Wang, Chunyang Liu, Gui-Rong Xue, Yong Yu |