Hao Peng

Hao Peng
Hao Peng he/him/his
Assistant Professor

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Education

  • B.S., School of Electronics Engineering and Computer Science, Peking University, 2016
  • Ph.D., Paul G. Allen School of Computer Science & Engineering, University of Washington, 2022

Research Interests

  • Natural Language Processing, Machine Learning, Large Language Models, AI for Science

Recent Courses Taught

  • CS 598 PEN - Efficiency in NLP
  • CS 598 PEN - LLM Post-pretraining

News Notes

  • 6/27/2024

    CS professors Heng Ji and Hao Peng and graduate student Chi Han, won an Outstanding Paper Award at the NAACL 2024 Annual Conference for "LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models." The paper presents an innovative and much-needed approach to long-context modeling with LLMs. NAACL 2024 was held in Mexico City, Mexico June 16-21.

  • 4/8/2024

    Illinois computer science professor Hao Peng will give the AI Distinguished Lecture at Argonne National Laboratory on April 11 on context-length generalization of LLMs and the recently released Eurus open LLM.