| 2026 | AAAI | Dual Mamba for Node-Specific Representation Learning: Tackling Over-Smoothing with Selective State Space Modeling. | Xin He, Yili Wang, Yiwei Dai, Xin Wang |
| 2026 | AAAI | HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting. | Minlan Shao, Zijian Zhang, Yili Wang, Yiwei Dai, Xu Shen, Xin Wang |
| 2026 | ACL | BlindGuard: Safeguarding LLM-based Multi-Agent Systems under Unknown Attacks. | Rui Miao, Yixin Liu, Yili Wang, Xu Shen, Yue Tan, Yiwei Dai, Shirui Pan, Xin Wang |
| 2026 | ACL | MoEC: A Memory-Routed Mixture-of-Experts Controller for Adaptive Minecraft Control. | Hui Wu, Chao Xu, Jianghui Wang, Ziqiong Liu, Dong Li, Yiwei Dai, Emad Barsoum |
| 2025 | EMNLP | Understanding the Information Propagation Effects of Communication Topologies in LLM-based Multi-Agent Systems. | Xu Shen, Yixin Liu, Yiwei Dai, Yili Wang, Rui Miao, Yue Tan, Shirui Pan, Xin Wang |
| 2025 | IJCAI | Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning. | Ruxue Shi, Hengrui Gu, Hangting Ye, Yiwei Dai, Xu Shen, Xin Wang |
| 2024 | EMNLP | Mitigate Extrinsic Social Bias in Pre-trained Language Models via Continuous Prompts Adjustment. | Yiwei Dai, Hengrui Gu, Ying Wang, Xin Wang |
| 2024 | IJCNN | Pre-training Graph Neural Networks via Weighted Meta Learning. | Yiwei Dai, Mingchen Sun, Xin Wang |