Scholar
Yilun Zhao
Google Scholar ID: 8YKT31kAAAAJ
Yale University
Natural Language Processing
Machine Learning
Computer Vision
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Homepage
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Citations & Impact
All-time
Citations
2,155
H-index
25
i10-index
40
Publications
20
Co-authors
4
list available
Contact
Email
yilun.zhao@yale.edu
Twitter
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GitHub
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Publications
8 items
SciMDR: Benchmarking and Advancing Scientific Multimodal Document Reasoning
2026
Cited
0
RbtAct: Rebuttal as Supervision for Actionable Review Feedback Generation
2026
Cited
0
Deconstructing Multimodal Mathematical Reasoning: Towards a Unified Perception-Alignment-Reasoning Paradigm
2026
Cited
0
ANCHOR: Branch-Point Data Generation for GUI Agents
2026
Cited
0
SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
2026
Cited
0
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
2026
Cited
0
Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
2026
Cited
0
Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs
2026
Cited
2
Resume (English only)
Academic Achievements
NeurIPS 2025 (Spotlight): SciArena – An Open Evaluation Platform for Foundation Models in Scientific Literature Tasks
CVPR 2025: MMVU – Measuring Expert-Level Multi-Discipline Video Understanding
ACL 2024 (Oral): FinanceMath – Knowledge-Intensive Math Word Problem Solving in Finance Domains
ACL 2024 (Oral): DocMath-Eval – Evaluating Numerical Reasoning Capabilities of LLMs in Understanding Long and Specialized Documents
ACL 2024: TaPERA – A Modular Framework for Long-form Table Question Answering
EACL 2023 (Oral): LoFT – Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
EMNLP 2022: ReasTAP – Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples
Area Chair for NeurIPS 2025
Reviewer for ACL Rolling Review (2021–2025), CVPR 2025, COLM 2024, ICLR 2024–2025, NeurIPS 2023–2024, EACL 2023, EMNLP 2022
Organized workshops and tutorials at AAAI 2026, ICCV 2025, CVPR 2025, ICLR 2025, and New England NLP Meeting Series 2025
Co-authors
4 total
Arman Cohan
Yale University; Allen Institute for AI
Chen Zhao
NYU Shanghai / New York University
Rui Zhang
Assistant Professor, Computer Science and Engineering, Penn State University
Co-author 4
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