ALCUNA: Large Language Models Meet New Knowledge. - Xunjian Yin; Baizhou Huang; Xiaojun Wan 001 (EMNLP, 2023)

CrossDial: An Entertaining Dialogue Dataset of Chinese Crosstalk. - Baizhou Huang; Shikang Du; Xiaojun Wan 001 (NLPCC (1), 2023)

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency. - Baizhou Huang; Shuai Lu; Weizhu Chen; Xiaojun Wan 001; Nan Duan (CoRR, 2023)

Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency. - Baizhou Huang; Shuai Lu; Xiaojun Wan 001; Nan Duan (ACL (1), 2024)

Selecting Large Language Model to Fine-tune via Rectified Scaling Law. - Haowei Lin; Baizhou Huang; Haotian Ye; Qinyu Chen; Zihao Wang; Sujian Li; Jianzhu Ma; Xiaojun Wan 001; James Zou 001; Yitao Liang (ICML, 2024)

WaterPool: A Watermark Mitigating Trade-offs among Imperceptibility, Efficacy and Robustness. - Baizhou Huang; Xiaojun Wan 001 (CoRR, 2024)

B4: A Black-Box Scrubbing Attack on LLM Watermarks. - Baizhou Huang; Xiao Pu 003; Xiaojun Wan 001 (CoRR, 2024)

MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency. - Junzhe Zhang 004; Huixuan Zhang; Xunjian Yin; Baizhou Huang; Xu Zhang; Xinyu Hu 001; Xiaojun Wan 001 (ACL (Findings), 2025)

TriEmbed: Bridge the Gap between Text and Token Indices with Embedding Reparameterization. - Baizhou Huang; Xiaojun Wan 001 (ACL (Findings), 2025)

B⁴: A Black-Box Scrubbing Attack on LLM Watermarks. - Baizhou Huang; Xiao Pu 003; Xiaojun Wan 001 (NAACL (Long Papers), 2025)

WaterPool: A Language Model Watermark Mitigating Trade-Offs among Imperceptibility, Efficacy and Robustness. - Baizhou Huang; Xiaojun Wan 001 (NAACL (Long Papers), 2025)

Generative Evaluation of Complex Reasoning in Large Language Models. - Haowei Lin; Xiangyu Wang; Ruilin Yan; Baizhou Huang; Haotian Ye; Jianhua Zhu; Zihao Wang; James Zou 001; Jianzhu Ma; Yitao Liang (CoRR, 2025)

Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks. - Huanming Shen; Baizhou Huang; Xiaojun Wan 001 (CoRR, 2025)