| 2026 | ACL | Is Grokking Worthwhile? Functional Analysis and Transferability of Generalization Circuits in Transformers. | Kaiyu He, Mian Zhang, Peilin Wu, Xinya Du, Zhiyu Chen |
| 2026 | ACL | Preference Learning Unlocks LLMs' Psycho-Counseling Skills. | Mian Zhang, Shaun M. Eack, Zhiyu Chen |
| 2025 | ACL | IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction. | Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen |
| 2025 | EMNLP | Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty. | Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Chen |
| 2025 | EMNLP | LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research. | Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, Juntong Ni, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du |
| 2025 | NAACL | CBT-Bench: Evaluating Large Language Models on Assisting Cognitive Behavior Therapy. | Mian Zhang, Xianjun Yang, Xinlu Zhang, Travis Labrum, Jamie C. Chiu, Shaun M. Eack, Fei Fang, William Yang Wang, Zhiyu Chen |
| 2024 | EACL | Inconsistent dialogue responses and how to recover from them. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu |
| 2023 | ACL | SafeConv: Explaining and Correcting Conversational Unsafe Behavior. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen, Dong Yu |
| 2023 | EACL | Friend-training: Learning from Models of Different but Related Tasks. | Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Xiabing Zhou, Dong Yu |
| 2023 | ICASSP | Emotion Recognition in Conversation from Variable-Length Context. | Mian Zhang, Xiabing Zhou, Wenliang Chen, Min Zhang |
| 2023 | KSEM | A Pairing Enhancement Approach for Aspect Sentiment Triplet Extraction. | Fan Yang, Mian Zhang, Gongzhen Hu, Xiabing Zhou |
| 2019 | ACML | Multivariate Time Series Prediction Based on Optimized Temporal Convolutional Networks with Stacked Auto-encoders. | Yunxiao Wang, Zheng Liu, Di Hu, Mian Zhang |
| 2019 | ICANN | Deep Semantic Asymmetric Hashing. | Mian Zhang, Cheng Cheng, Xianzhong Long |
| 2017 | ICA3PP | Performance Analysis of a Ternary Optical Computer Based on M/M/1 Queueing System. | Xianchao Wang, Sulan Zhang, Mian Zhang, Jia Zhao, Xiangyang Niu |