about

I am Ruocheng Guo, a Senior Machine Learning Researcher at ByteDance Research in London, UK. I am actively working on LLM reasoning/alignment, Causal ML and Trustworthy AI. I obtained Ph.D. degree with outstanding Ph.D. student award from Arizona State University advised by Huan Liu.

Research Interests:

  • LLMs (Reasoning, Alignment)
  • Causal Inference
  • Conformal Prediction
  • Responsible AI
  • Recommendation Systems
  • Graph Learning

News

Arxiv Preprints

Interested in Causality? Please find our papers and algorithm/data repositories.

Recent Accepted Papers

Experience:

  • Senior Machine Learning Researcher, ByteDance Research, June 2022 -
  • Assistant Professor, City University of Hong Kong, Aug 2021 - June 2022
  • AI Resident, Google [X], Aug 2020 - Dec 2020
  • Research Intern, Microsoft Research, May 2020 - Aug 2020
  • Research Intern, Etsy, May 2019 - Aug 2019

Students and Interns (and papers co-authored with me)

  • Maolin Wang (PhD Student@City University of Hong Kong, Co-supervised w. Xiangyu Zhao and Junhui Wang)
    • WWW’24, SDM’24, ICDM’23
  • Chentao Cao (PhD Student@HKBU, Intern@ByteDance Research)
  • Zonghao Chen (PhD Student@UCL, Intern@ByteDance Research)
    • KDD’24
  • Tongxin Yin (PhD Student@UMich, Intern@ByteDance Research)
    • ICLR’24
  • Qing Zhang (PhD Student@HKUST, Intern@ByteDance Research)
    • KDD’23
  • Xiaohui Chen (PhD Student@Tufts, Intern@ByteDance)
    • KDD’23
  • Sichun Luo (PhD Student@CityU, Intern@ByteDance)
  • Xinjian Zhao (Master Student@CityU -> PhD Student@CUHK SZ)
  • Jiansheng Li (Master Student@CityU -> PhD Student@CUHK SZ)