| 2026 | SIGIR | A Graph-Enhanced MLLM for Hierarchical Multimodal Emotion Understanding and Support in Conversations. | Geng Tu, Taiyu Niu, Xi Zeng, Ruifeng Xu, Min Zhang |
| 2026 | SIGIR | SocialDropout: Dynamic Agent Dropout for Social Simulation. | Huajie Wang, Geng Tu, Xi Zeng, Ruifeng Xu, Min Zhang |
| 2025 | AAAI | SWAMamba: A Sliding Window Attention Mamba Framework for Predicting Translation Elongation Rates. | Xi Zeng, Fei Ni, Shaoqing Jiao, Dazhi Lu, Jianye Hao, Jiajie Peng |
| 2025 | EMNLP | Targeted Distillation for Sentiment Analysis. | Yice Zhang, Guangyu Xie, Jingjie Lin, Jianzhu Bao, Qianlong Wang, Xi Zeng, Ruifeng Xu |
| 2025 | ICASSP | Enhancing Emotion Reasoning for Image Multi-Emotion Prediction. | Bingbing Wang, Geng Tu, Bin Liang, Zhixin Bai, Min Yang, Xi Zeng, Liang Yao, Ruifeng Xu |
| 2025 | NAACL | Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration. | Ang Li, Jingqian Zhao, Bin Liang, Lin Gui, Hui Wang, Xi Zeng, Xingwei Liang, Kam-Fai Wong, Ruifeng Xu |
| 2025 | SIGIR | Meta-Learning for Incomplete Multimodal Sentiment Analysis. | Geng Tu, Tianhao Wu, Xuan Luo, Xi Zeng, Wenjie Li, Ruifeng Xu |
| 2025 | SIGIR | More Than Just A Conversation: A Multi-agent Reasoning Graph Knowledge Distillation for Conversational Stance Detection. | Bingbing Wang, Zhixin Bai, Qianlong Wang, Jingjie Lin, Min Yang, Xi Zeng, Ruifeng Xu |
| 2024 | AAAI | Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning. | Xi Zeng, Xiaotian Hao, Hongyao Tang, Zhentao Tang, Shaoqing Jiao, Dazhi Lu, Jiajie Peng |
| 2024 | ACL | Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining. | Yang Sun, Guanrong Chen, Caihua Yang, Jianzhu Bao, Bin Liang, Xi Zeng, Min Yang, Ruifeng Xu |
| 2024 | ACL | Improving In-Context Learning with Prediction Feedback for Sentiment Analysis. | Hongling Xu, Qianlong Wang, Yice Zhang, Min Yang, Xi Zeng, Bing Qin, Ruifeng Xu |
| 2024 | EMNLP | Multiple Knowledge-Enhanced Interactive Graph Network for Multimodal Conversational Emotion Recognition. | Geng Tu, Jun Wang, Zhenyu Li, Shiwei Chen, Bin Liang, Xi Zeng, Min Yang, Ruifeng Xu |
| 2020 | ICCD | ALT: Optimizing Tensor Compilation in Deep Learning Compilers with Active Learning. | Xi Zeng, Tian Zhi, Zidong Du, Qi Guo, Ninghui Sun, Yunji Chen |
| 2004 | SMC | Designing collaborative interfaces for programmable appliances: a SenSay case study. | Elyon DeKoven, Arnold P. O. S. Vermeeren, Xi Zeng |