Yifan HOU
Scholar

Yifan HOU

Google Scholar ID: Bm23WyIAAAAJ
ETH Zürich
visual languageinterpretabilityreasoning
Citations & Impact
All-time
Citations
452
 
H-index
11
 
i10-index
11
 
Publications
18
 
Co-authors
17
list available
Publications
18 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Best Paper Award at MRL Workshop 2022 for 'Adapters for Enhanced Modeling of Multilingual Knowledge and Text'
  • Outstanding Reviewer at ICML 2022
  • SDSC Ph.D. Fellowship 2022
  • Faculty Outstanding MPhil Thesis Award from CUHK 2020
  • Student Travel Award from KDD 2019
  • Outstanding Graduates Award from HUST 2018
  • China National Scholarship 2016
  • Reviewer for top-tier conferences: ICML, NeurIPS, ICLR, ACL, EMNLP, NAACL, COLM
  • Published multiple papers at ICML 2025, EMNLP 2023/2025, ACL 2021/2024, etc.
Research Experience
  • Research Intern at Meta AI (Oct 2024 – Feb 2025)
  • Visiting Researcher at EPFL (Summers 2022 & 2023)
  • Remote Intern at TTIC (Summer 2020)
  • Research Intern at NUS (Summer 2019)
  • Exchange Program at UIUC (Summer 2017)
Background
  • Final-year PhD student in the Department of Computer Science at ETH Zurich
  • Research focuses on how AI systems can perceive the world like humans and reason in interpretable ways
  • Key research areas: vision-language models, interpretability, and reasoning
  • Believes trustworthy AI must be grounded in real-world perception with transparent mechanisms
  • On the academic job market for tenure-track positions starting Fall 2026/2027; open to research visits, talks, and collaborations