Linyi Yang
Scholar

Linyi Yang

Google Scholar ID: go3sFxcAAAAJ
Southern University of Science and Technology
Natural Language ProcessingMachine LearningAI for Research
Citations & Impact
All-time
Citations
7,617
 
H-index
27
 
i10-index
38
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • - Published numerous papers in top-tier conferences such as ICLR, NeurIPS, ACL, AAAI, EMNLP, and WWW
  • - Three papers accepted to NeurIPS 2025
  • - Two papers accepted to EMNLP 2025, including one oral paper (ResearStudio)
  • - Released Memento, an open-source framework that achieves state-of-the-art results on GAIA
  • - Feature-level alignment (FPO) accepted to ICML 2025
  • - Six papers accepted to ICLR 2025, including one oral paper
  • - Two papers accepted to ACL 2024
  • - One paper accepted to NAACL 2024 (Rationale-centric Counterfactual Data Augmentation)
  • - Three papers (SuperContext, FastDetect, and PandaLM) accepted to ICLR 2024
  • - One paper accepted to EMNLP 2023
  • - Four papers accepted to ACL 2023 (Three leading author papers)
  • - One paper on the robustness of ChatGPT accepted to ICLR 2023 Workshop
  • - Organized ACM TIST Special Issue on Evaluations of Large Language Model with Dr. Jindong Wang and Prof. Qiang Yang
  • - Received multiple honors and awards, including Outstanding Postdoctoral Representative, Outstanding Postdoc Researcher, and Outstanding Self-financed Students Abroad (Special Awards, Only 1 Winner in Ireland, 50 Winners in total)
Research Experience
  • - Served as an Area Chair and Senior Program Committee member for multiple top-tier conferences
  • - Published over 40 papers, including 11 CCF-A papers
  • - Mentored several PhD students, master students, and research assistants
Education
  • - PhD Supervisors: Prof. Jun Wang (UCL), Prof. Barry Smyth (UCD), and Prof. Yue Zhang (Westlake)
  • - Specific degree and school information not provided
Background
  • - Research Interests: Building AI co-scientists, enhancing LLMs’ reasoning capabilities, and designing open-ended curiosity-driven exploration-based methods
  • - Position: Research Fellow at University College London
  • - Supervisors: Prof. Jun Wang (UCL), Prof. Barry Smyth (UCD), and Prof. Yue Zhang (Westlake)
  • - Academic Service: Area Chair at ICLR, ACL, EMNLP, CIKM; Senior Program Committee member at IJCAI; Associate Editor at the Special Issue on TIST with Prof. Jindong Wang and Prof. Qiang Yang
Miscellany
  • - Personal interests and hobbies not provided
Co-authors
0 total
Co-authors: 0 (list not available)