| 2026 | INFOCOM | FLUDE: An Efficient Federated Learning Framework with Undependable Devices. | Shilong Wang, Jianchun Liu, Hongli Xu, Chunming Qiao |
| 2026 | KDD | Caesar: Optimizing Federated Learning via Low-deviation Compression. | Jiaming Yan, Jianchun Liu, Hongli Xu, Zhenguo Ma, Shilong Wang |
| 2025 | AAAI | Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval. | Xin Huang, Shilong Wang, Tong Jia, Zhihang Gou, Jingjing Li |
| 2025 | ACL | G-Safeguard: A Topology-Guided Security Lens and Treatment on LLM-based Multi-agent Systems. | Shilong Wang, Guibin Zhang, Miao Yu, Guancheng Wan, Fanci Meng, Chongye Guo, Kun Wang, Yang Wang |
| 2025 | ACL | NetSafe: Exploring the Topological Safety of Multi-agent System. | Miao Yu, Shilong Wang, Guibin Zhang, Junyuan Mao, Chenlong Yin, Qijiong Liu, Kun Wang, Qingsong Wen, Yang Wang |
| 2025 | ECAI | MAGiC: An LLM-Powered Multi-Agent Framework for Unleashing Visual Creativity. | Shilong Wang, Jian Zhao, Yawen Cui, Chi Zhang, Xuelong Li |
| 2025 | IROS | GPGS: Geometric Priors for 3D Gaussian Splatting in Structural Environments. | Ziwei Xu, Wen Chen, Shilong Wang, Zile Ouyang, Shengwei Bian, Shunbo Zhou |
| 2025 | KDD | A Survey on Trustworthy LLM Agents: Threats and Countermeasures. | Miao Yu, Fanci Meng, Xinyun Zhou, Shilong Wang, Junyuan Mao, Linsey Pang, Tianlong Chen, Kun Wang, Xinfeng Li, Yongfeng Zhang, Bo An, Qingsong Wen |
| 2024 | AAAI | Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model. | Hao Wu, Yuxuan Liang, Wei Xiong, Zhengyang Zhou, Wei Huang, Shilong Wang, Kun Wang |
| 2024 | ACL | Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence. | Weixiang Zhao, Zhuojun Li, Shilong Wang, Yang Wang, Yulin Hu, Yanyan Zhao, Chen Wei, Bing Qin |
| 2024 | ACL | SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models. | Weixiang Zhao, Shilong Wang, Yulin Hu, Yanyan Zhao, Bing Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | INFOCOM | Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks. | Jiaming Yan, Jianchun Liu, Shilong Wang, Hongli Xu, Haifeng Liu, Jianhua Zhou |
| 2024 | KDD | The Snowflake Hypothesis: Training and Powering GNN with One Node One Receptive Field. | Kun Wang, Guohao Li, Shilong Wang, Guibin Zhang, Kai Wang, Yang You, Junfeng Fang, Xiaojiang Peng, Yuxuan Liang, Yang Wang |
| 2023 | ACL | TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition. | Weixiang Zhao, Yanyan Zhao, Shilong Wang, Bing Qin |
| 2020 | ICPR | Multi-label Contrastive Focal Loss for Pedestrian Attribute Recognition. | Xiaoqiang Zheng, Zhenxia Yu, Lin Chen, Fan Zhu, Shilong Wang |
| 2020 | ISSRE | ConstBin: A Tool for Automatic Fixing of Unreproducible Builds. | Hongjun He, Jicheng Cao, Lesheng Du, Hao Li, Shilong Wang, Shengyu Cheng |
| 2020 | PPoPP | ELDA: LDA made efficient via algorithm-system codesign submission. | Shilong Wang, Da Li, Hengyong Yu, Hang Liu |
| 2019 | SC | LPCC: hierarchical persistent client caching for lustre. | Yingjin Qian, Xi Li, Shuichi Ihara, Andreas Dilger, Carlos Thomaz, Shilong Wang, Wen Cheng, Chunyan Li, Lingfang Zeng, Fang Wang, Dan Feng, Tim S, Andr Brinkmann |
| 2008 | IDEAL | Identification of the Inverse Dynamics Model: A Multiple Relevance Vector Machines Approach. | Chuan Li, Xianming Zhang, Shilong Wang, Yutao Dong, Jing Chen |
| 2006 | ACL | Reranking Answers for Definitional QA Using Language Modeling. | Yi Chen, Ming Zhou, Shilong Wang |
| 2006 | ISNN | Next-Day Power Market Clearing Price Forecasting Using Artificial Fish-Swarm Based Neural Network. | Chuan Li, Shilong Wang |