Jinghan Yang (杨景涵)
Undergraduate Student at The University of Hong Kong

Email: eciel (AT) connect.hku.hk
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Hello! I am working on large language models and interpretable machine learning. I've been advised by Shuming Ma at Microsoft Research Asia, Lequan Yu at HKU and Junxian He at HKUST. I'm really grateful to Byron Wallace and Zhonghua Liu for introducing me to research, especially when I had no prior experience.

Publications

  1. Auto-ICL: In-Context Learning without Human Supervision
    Jinghan Yang, Shuming Ma, Furu Wei
    Preprint [pdf]
  2. Relabeling Minimal Training Subset to Flip a Prediction
    Jinghan Yang, Linjie Xu, Lequan Yu
    EACL 2024 (findings) [pdf]
  3. ERStruct: a fast Python package for inferring the number of top principal components from whole genome sequencing data
    Jinghan Yang*, Yuyang Xu*, Minhao Yao, Gao Wang, Zhonghua Liu
    BMC bioinformatics 2023 [pdf]
  4. How Many and Which Training Points Would Need to be Removed to Flip this Prediction?
    Jinghan Yang, Sarthak Jain, Byron C Wallace
    EACL 2023 [pdf]

Academic Activities

  • 14/07/2023 - Microsoft Research Asia Intern Tech Talk, Beijing
  • 04/05/2023 - Attended and presented one paper at EACL 2023, Dubrovnik
  • 2023-2024 - Serve as Student Experiential Learning Ambassador at HKU
  • 2023-2024 - Serve as reviewer for HKU BrainSTEM Scientific Journal
  • 2020-2022 - Serve as Student Peer Advisor at HKU

Experience and Education

    Experience

  • Research Assistant, The Hong Kong University of Science and Technology, Sep. 2023 - Jan. 2024
    Advisor: Dr. Junxian He
  • Research Intern, Microsoft Research Asia, Feb. 2023 - Aug. 2023
    Mentor: Shuming Ma
  • Overseas Research Program, Northeastern University, Aug. 2022 - Nov. 2022
    Advisor: Dr. Byron Wallace
  • Summer Research Assistant, The University of Hong Kong, May. 2022 - Aug. 2022
    Advisor: Dr. Zhonghua Liu
  • Algorithm Engineer Intern, MINIVISION, June. 2021 - Aug. 2021
  • Quantitative Research Intern, Ipsos Consulting, June. 2020 - Aug. 2020

    • Education

  • Exchange Student, Northeastern University, Jan. 2022 - May. 2022
  • Summer School, Peking University, June. 2021 - Jul. 2021
  • Bachelor of Science, The University of Hong Kong, Sept. 2020 - Jul. 2024
  • Bachelor of Business Administration, The University of Hong Kong, Sept. 2019 - Jul. 2020

Personal Interest

I am interested in various sports and spend most of my spare time on it! I am particularly interested in diving (scuba and free), basketball, Hip-hop dance, surfing, roller skating, and hiking.