| 2026 | ICDCS | FEDLight: A Fuel-Economic Reinforcement Learning Model for Distributed Traffic Signal Control with Spatiotemporal Decomposition. | Lang Qian, Peng Sun, Jiayue Jin, Yang Liu, Azzedine Boukerche, Liang Song |
| 2026 | ISCAS | MeritFL: Self-Regulating Federated Learning via Merit-Gated Communication. | Zhengliang Guo, Kun Yang, Linxiao Gong, Yang Liu, Jing Liu, Liang Song |
| 2025 | AAAI | DSRC: Learning Density-Insensitive and Semantic-Aware Collaborative Representation Against Corruptions. | Jingyu Zhang, Yilei Wang, Lang Qian, Peng Sun, Zengwen Li, Sudong Jiang, Maolin Liu, Liang Song |
| 2025 | EMNLP | Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models. | Zhipeng Chen, Kun Zhou, Liang Song, Wayne Xin Zhao, Bingning Wang, Weipeng Chen, Ji-Rong Wen |
| 2025 | GLOBECOM | Communication-Efficient Multi-Agent Collaborative Perception via Spatio-Temporal Heterogeneity. | Yilei Wang, Peng Sun, Jingyu Zhang, Lang Qian, Azzedine Boukerche, Liang Song |
| 2025 | ICIP | MVHR-OEL: Multi-View 3D Human Reconstruction with Online Evolutive Learning. | Ruiyang Jing, JiaXuan Liu, Wen Wang, Filip Paluncic, Liang Song |
| 2025 | ICIP | Parameterized Human Model Reconstruction Method Based on Online Evolutive Learning. | Jiaxuan Liu, Fengtin Qin, Jingyi Wu, Ruiyang Jing, Jing Liu, Liang Song |
| 2025 | ICRA | FreeDriveRF: Monocular RGB Dynamic NeRF Without Poses for Autonomous Driving via Point-Level Dynamic-Static Decoupling. | Yue Wen, Liang Song, Yijia Liu, Siting Zhu, Yanzi Miao, Lijun Han, Hesheng Wang |
| 2025 | MSWIM | A Coordinated Perception Control Simulation Framework Based on Online Evolutive Learning. | Jingnan Cai, Peng Sun, Jiayue Jin, Lang Qian, Juncen Guo, Liang Song |
| 2024 | APWEB | A Multi-Agent Service Migration Algorithm for Mobile Edge Computing with Diversified Services. | Jining Chen, Linbo Liao, Yongxuan Lai, Liang Song, Fan Yang |
| 2024 | CVPR | ERMVP: Communication-Efficient and Collaboration-Robust Multi-Vehicle Perception in Challenging Environments. | Jingyu Zhang, Kun Yang, Yilei Wang, Hanqi Wang, Peng Sun, Liang Song |
| 2024 | CVPR | SNI-SLAM: Semantic Neural Implicit SLAM. | Siting Zhu, Guangming Wang, Hermann Blum, Jiuming Liu, Liang Song, Marc Pollefeys, Hesheng Wang |
| 2024 | ECCV | Align Before Collaborate: Mitigating Feature Misalignment for Robust Multi-agent Perception. | Kun Yang, Dingkang Yang, Ke Li, Dongling Xiao, Zedian Shao, Peng Sun, Liang Song |
| 2024 | EMNLP | MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic. | Yuyan Zhou, Liang Song, Bingning Wang, Weipeng Chen |
| 2024 | GLOBECOM | A New Online Evolutive Optimization Method for Driving Agents. | Lang Qian, Peng Sun, Yilei Wang, Jiayue Jin, Azzedine Boukerche, Liang Song |
| 2024 | GLOBECOM | Joint Slice Switching and Resource Allocation for Energy-Efficient Network Slicing. | Keyuan Shang, Shengbo Liu, Jianhua Tang, Xiang Cheng, Wen Wu, Liang Song |
| 2024 | ICONIP | MASR: Efficient Multi-attention Network For Single Image Super-Resolution. | Tao Gong, Zihao Jian, Honghao Wu, Yongxuan Lai, Liang Song |
| 2024 | ICONIP | Ensemble Learning Prediction Based on Comprehensive Factors for Portfolio Optimization. | Chuting Lin, Yumeng Qian, Liang Song, Hanlun Wu, Liming Wang, Yongxuan Lai |
| 2024 | ICPADS | Temporal Coverage Optimization for Epoch-based Vehicular Crowdsensing Recruitment. | Ziying Pan, Yongxuan Lai, Yi Fan, Yiling Huang, Liang Song, Fan Yang |
| 2024 | IWQoS | Guidelines for Parameter Selection in Traffic Light Control Methods Using Reinforcement Learning: Insights from Empirical Studies. | Lang Qian, Peng Sun, Kun Yang, Jingyu Zhang, Azzedine Boukerche, Liang Song |
| 2023 | ICASSP | MSN-net: Multi-Scale Normality Network for Video Anomaly Detection. | Yang Liu, Di Li, Wei Zhu, Dingkang Yang, Jing Liu, Liang Song |
| 2023 | ICASSP | Learning 3D Human Pose and Shape Estimation Using Uncertainty-Aware Body Part Segmentation. | Ziming Wang, Han Yu, Xiaoguang Zhu, Zengwen Li, Changxue Chen, Liang Song |
| 2023 | ICASSP | A Novel Efficient Multi-View Traffic-Related Object Detection Framework. | Kun Yang, Jing Liu, Dingkang Yang, Hanqi Wang, Peng Sun, Yanni Zhang, Yan Liu, Liang Song |
| 2023 | ICCV | Spatio-Temporal Domain Awareness for Multi-Agent Collaborative Perception. | Kun Yang, Dingkang Yang, Jingyu Zhang, Mingcheng Li, Yang Liu, Jing Liu, Hanqi Wang, Peng Sun, Liang Song |
| 2023 | ICONIP | Nearest Memory Augmented Feature Reconstruction for Unified Anomaly Detection. | Honghao Wu, Chao Wang, Zihao Jian, Yongxuan Lai, Liang Song, Fan Yang |
| 2023 | ICPADS | A Novel Robust Reinforcement Learning-based Dependent Task Offloading Algorithm for Mobile Edge Intelligence. | Xu Deng, Peng Sun, Kun Yang, Gaoyun Fang, Azzedine Boukerche, Liang Song |
| 2022 | ICASSP | Learning Task-Specific Representation for Video Anomaly Detection with Spatial-Temporal Attention. | Yang Liu, Jing Liu, Xiaoguang Zhu, Donglai Wei, Xiaohong Huang, Liang Song |
| 2022 | ICDCS | A Novel Distributed Task Scheduling Framework for Supporting Vehicular Edge Intelligence. | Kun Yang, Peng Sun, Jieyu Lin, Azzedine Boukerche, Liang Song |
| 2022 | ICONIP | MAR2MIX: A Novel Model for Dynamic Problem in Multi-agent Reinforcement Learning. | Gaoyun Fang, Yang Liu, Jing Liu, Liang Song |
| 2022 | IJCNN | Abnormal Event Detection with Self-guiding Multi-instance Ranking Framework. | Yang Liu, Jing Liu, Wei Ni, Liang Song |
| 2022 | ISCAS | Attention-Based Auto-Encoder Framework for Abnormal Driving Detection. | Jing Liu, Yang Liu, Donglai Wei, Wei Ni, Xinhua Zeng, Liang Song |
| 2022 | ISCAS | Multi-level Attention Fusion for Multimodal Driving Maneuver Recognition. | Jing Liu, Yang Liu, Chengwen Tian, Mengyang Zhao, Xinhua Zeng, Liang Song |
| 2021 | ICONIP | Stack Multiple Shallow Autoencoders into a Strong One: A New Reconstruction-Based Method to Detect Anomaly. | Hanqi Wang, Xing Hu, Liang Song, Guanhua Zhang, Yang Liu, Jing Liu, Linhua Jiang |
| 2020 | ECCV | Prototype Rectification for Few-Shot Learning. | Jinlu Liu, Liang Song, Yongqiang Qin |
| 2017 | COCOA | The Euclidean Vehicle Routing Problem with Multiple Depots and Time Windows. | Liang Song, Hejiao Huang |
| 2016 | COCOA | Solving Dynamic Vehicle Routing Problem with Soft Time Window by iLNS and hPSO. | Xiaohan He, Xiaoli Zeng, Liang Song, Hejiao Huang, Hongwei Du |
| 2016 | IGARSS | Experimental study on thermal infrared radiation variation of loaded sandstone in the cold sky background. | Jianwei Huang, Shanjun Liu, Tianzi Li, Liang Song, Qiang Ni |
| 2015 | COCOA | A Hybrid Large Neighborhood Search for Dynamic Vehicle Routing Problem with Time Deadline. | Dan Yang, Xiaohan He, Liang Song, Hejiao Huang, Hongwei Du |
| 2014 | COCOA | A Bicriteria Approximation Algorithm for DVRP with Time Windows. | Hao Gu, Liang Song, Hejiao Huang, Hongwei Du |
| 2014 | COCOA | A Quasi-polynomial Time Approximation Scheme for Euclidean CVRPTW. | Liang Song, Hejiao Huang, Hongwei Du |
| 2011 | EDOC | Querying Process Models Based on the Temporal Relations between Tasks. | Liang Song, Jianmin Wang, Lijie Wen, Wenxing Wang, Shijie Tan, Hui Kong |
| 2011 | ISCC | Improving source-location privacy through opportunistic routing in wireless sensor networks. | Petros Spachos, Liang Song, Francis Minhthang Bui, Dimitrios Hatzinakos |
| 2011 | PIMRC | Performance evaluation of wireless multihop communications for an indoor environment. | Petros Spachos, Francis Minhthang Bui, Liang Song, Yves Lostanlen, Dimitrios Hatzinakos |
| 2005 | ICASSP | Dense wireless sensor networks with mobile sinks. | Liang Song, Dimitrios Hatzinakos |
| 2004 | EWSN | Matrix Pencil for Positioning in Wireless ad hoc Sensor Network. | Liang Song, Raviraj Adve, Dimitrios Hatzinakos |