Bingxiang He

This is Bingxiang He’s personal homepage.

Biography

I am a first year PhD student studying at Tsinghua University starting from Fall 2024, majoring in Computer Science and Technology. I am a member of THUNLP, advised by Prof. Zhiyuan Liu. My research interests primarily lie in the field of natural language processing, with a particular focus on alignment of LLMs.

Research Highlights:

• Build safe and robust large language models.
• Alignment of large language models.

Publications

(*indicates equal contribution)

• A Unified Evaluation of Textual Backdoor Learning: Frameworks and Benchmarks [Paper] (Spotlight)
  Ganqu Cui*, Lifan Yuan*, Bingxiang He, Yangyi Chen, Zhiyuan Liu, Maosong Sun.
  NeurIPS Datasets & Benchmarks 2022 [code]
• Beat LLMs at Their Own Game: Zero-Shot LLM-Generated Text Detection via Querying ChatGPT [Paper]
  Biru Zhu, Lifan Yuan, Ganqu Cui, Yangyi Chen, Chong Fu, Bingxiang He, Yangdong Deng, Zhiyuan Liu, Maosong Sun, Ming Gu.
  EMNLP 2023 Main [code]
• UltraFeedback: Boosting Language Models with High-quality Feedback [Paper]
  Ganqu Cui*, Lifan Yuan*, Ning Ding, Guanming Yao, Bingxiang He, Wei Zhu, Yuan Ni, Guotong Xie, Ruobing Xie, Yankai Lin, Zhiyuan Liu, Maosong Sun.
  ICML 2024 Poster
• Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents [Paper]
  Cheng Qian*, Bingxiang He*, Zhong Zhuang, Jia Deng, Yujia Qin, Xin Cong, Zhong Zhang, Jie Zhou, Yankai Lin, Zhiyuan Liu, Maosong Sun.
  ACL 2024 Main [code]
• Zero-Shot Generalization during Instruction Tuning: Insights from Similarity and Granularity [Paper]
  Bingxiang He*, Ning Ding*, Cheng Qian*, Jia Deng, Ganqu Cui, Lifan Yuan, Huan-ang Gao, Huimin Chen, Zhiyuan Liu, Maosong Sun.
  NeurIPS 2024 Submission [code]

For more information

More info about me can be found in CV or downloaded CV.