| 2026 | ACL | SADA: Bridging In-Context Learning and Fine-Tuning via State-Aligned Distillation Adapters. | Wenhao Gao, Tianlong Wang, Wei Jia, Linhao Zhang, Aiwei Liu, Miao Fan, Xiao Zhou |
| 2026 | ACL | Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods. | Hanzhang Yuan, Mengxuan Hu, Wenhao Zhang, Tianlong Wang, Zhongliang Zhou, Jiasen Lu, Sheng Li |
| 2025 | EMNLP | Teaching LLMs to Plan, Not Just Solve: Plan Learning Boosts LLMs Generalization in Reasoning Tasks. | Tianlong Wang, Junzhe Chen, Weibin Liao, Xueting Han, Jing Bai |
| 2025 | ICLR | DRESSing Up LLM: Efficient Stylized Question-Answering via Style Subspace Editing. | Xinyu Ma, Yifeng Xu, Yang Lin, Tianlong Wang, Xu Chu, Xin Gao, Junfeng Zhao, Yasha Wang |
| 2025 | WWW | Adaptive Activation Steering: A Tuning-Free LLM Truthfulness Improvement Method for Diverse Hallucinations Categories. | Tianlong Wang, Xianfeng Jiao, Yinghao Zhu, Zhongzhi Chen, Yifan He, Xu Chu, Junyi Gao, Yasha Wang, Liantao Ma |
| 2025 | WWW | ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration. | Zixiang Wang, Yinghao Zhu, Huiya Zhao, Xiaochen Zheng, Dehao Sui, Tianlong Wang, Wen Tang, Yasha Wang, Ewen M. Harrison, Chengwei Pan, Junyi Gao, Liantao Ma |
| 2024 | IROS | Kinetic-energy-optimal and Safety-guaranteed Trajectory Planning for Bridge Inspection Robot Manipulator. | Tianyu Zhang, Yong Chang, Hongguang Wang, Tianlong Wang |