On the Zero-Shot Generalization of Machine-Generated Text Detectors. - Xiao Pu 003; Jingyu Zhang; Xiaochuang Han; Yulia Tsvetkov; Tianxing He (EMNLP (Findings), 2023)

Summarization is (Almost) Dead. - Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001 (CoRR, 2023)

Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling. - Jie Ruan; Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001; Yuesheng Zhu (AAAI, 2024)

Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks. - Yichen Wang 002; Shangbin Feng; Abe Bohan Hou; Xiao Pu 003; Chao Shen 001; Xiaoming Liu 001; Yulia Tsvetkov; Tianxing He (ACL (1), 2024)

Is Summary Useful or Not? An Extrinsic Human Evaluation of Text Summaries on Downstream Tasks. - Xiao Pu 003; Mingqi Gao 002; Xiaojun Wan 001 (LREC/COLING, 2024)

Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles. - Xiao Pu 003; Tianxing He; Xiaojun Wan 001 (EMNLP (Findings), 2024)

LLM-based NLG Evaluation: Current Status and Challenges. - Mingqi Gao 002; Xinyu Hu 001; Jie Ruan; Xiao Pu 003; Xiaojun Wan 001 (CoRR, 2024)

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

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