Scholar
Yiwei Wang
Google Scholar ID: Sh9QvBkAAAAJ
University of California at Merced
Citations & Impact
Citations
2,400
H-index
23
i10-index
37
Publications
20
Co-authors
8
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - “Context-DPO: Aligning Language Models for Context-Faithfulness.” ACL, 2025.
- - “Control Large Language Models via Divide-and-Conquer” EMNLP, 2024.
- - “Unveiling the Potential of Diffusion Large Language Model in Controllable Generation”, 2025.
- - “METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling” EMNLP, 2025.
- - “DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning” EMNLP, 2025.
- - “a1: Steep test-time scaling law via environment augmented generation”, 2025.
- - “EIGNN: Efficient Infinite-Depth Graph Neural Networks.” NeurIPS, 2021.
- - “Adaptive Data Augmentation on Temporal Graphs.” NeurIPS, 2021.
- - “Provably Robust Node Classification via Low-Pass Message Passing.” ICDM, 2020.
Research Experience
- Positions: Assistant Professor, Department of Computer Science, University of California at Merced; Director, UC Merced NLP Lab.
Background
- Research Interests: Natural Language Processing, Multimodal Large Language Models. Profile: Assistant Professor, Department of Computer Science, University of California at Merced; Director, UC Merced NLP Lab.
Miscellany
- Personal Interests: Recruiting Ph.D. students and Research Interns, providing one-on-one meetings and sufficient computational resources.
