| 2026 | AAAI | Simulated Rewards, Skewed Strategies: Tracing the Acquired Preference Bias in LLM-Based Dialogue Planners. | Heyan Huang, Yizhe Yang, Huashan Sun, Jiawei Li, Yang Gao |
| 2026 | ACL | Think Better, Not Longer: Token-Level Marginal Utility for Efficient Reasoning in Large Reasoning Models. | Jiawei Li, Yang Gao, Huashan Sun, Chong Feng |
| 2026 | ACL | EduBench: A Comprehensive Benchmarking Dataset for Evaluating Large Language Models in Diverse Educational Scenarios. | Bin Xu, Yu Bai, Huashan Sun, Yiguan Lin, Siming Liu, Xinyue Liang, Yaolin Li, Zhuangzhi Dong, Jingren Zhang, Yufan Deng, Xinyu Zou, Yang Gao, Heyan Huang |
| 2025 | ACL | Unveiling and Addressing Pseudo Forgetting in Large Language Models. | Huashan Sun, Yizhe Yang, Yinghao Li, Jiawei Li, Yang Gao |
| 2024 | ACL | Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. | Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Yang Gao, Heyan Huang |
| 2024 | EMNLP | How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. | Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao |
| 2024 | EMNLP | PSST: A Benchmark for Evaluation-driven Text Public-Speaking Style Transfer. | Huashan Sun, Yixiao Wu, Yizhe Yang, Yinghao Li, Jiawei Li, Yuhao Ye, Yang Gao |
| 2023 | ICIP | FGC-VC: Flow-Guided Context Video Compression. | Yiming Wang, Qian Huang, Bin Tang, Huashan Sun, Xiaotong Guo |
| 2007 | CIDM | Evolutionary Neural Networks Applied to Land-cover Classification in Zhaoyuan, China. | Yan Guo, Lishan Kang, Fujiang Liu, Huashan Sun, Linlu Mei |