Scholar
Jingtan Wang
Google Scholar ID: b4YuvnYAAAAJ
PhD, National University of Singapore
Citations & Impact
Citations
41
H-index
3
i10-index
2
Publications
5
Co-authors
0
Publications
Resume
Academic Achievements
- Publications:
- - NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric (ICML 2025)
- - Source Attribution for Large Language Model-Generated Data (ACL Findings 2025)
- - Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions (ICLR 2025)
- - Position Paper: Data-Centric AI in the Age of Large Language Models (EMNLP Findings 2024)
- - Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions (ICML 2024)
- Awards and Honors:
- - Research Achievement Award, NUS, School of Computing (2024)
- - Dean’s List, NTU, School of Computer Science and Engineering (2018-2019, 2020-2021)
- - Senior Middle 2 Scholarship for top 1 percent student of China, covering full tuition for undergraduate study
Research Experience
- Position: PhD Student; Work Experience: Conducting research at National University of Singapore.
Education
- Degree: PhD; School: National University of Singapore; Advisors: Prof. Bryan Low, Dr. Chuan-Sheng Foo; Time: Present; Major: Not explicitly mentioned.
Background
- Research Interests: LLM and data valuation. Brief Introduction: A PhD student at National University of Singapore, advised by Prof. Bryan Low and Dr. Chuan-Sheng Foo. His research is supported by the A*STAR Computing and Information Science (ACIS) Scholar.
Miscellany
- Contact: jingtan.w[at]u.nus.edu