Recruiting
Recruiting Ph.D. students and Research Interns. Either onsite or remotely is fine.
Weekly one-on-one meetings with me are guaranteed — no group meetings. Sufficient computational resources are provided, and the focus will be solely on your first-author papers.
Research Areas
- Controllable and Trustworthy Large Language Models (2023–Now)
“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.
- Reasoning-Centric Multi-Modal Agents (2024–Now)
“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.
- Data-Efficient Graph and Spatio-Temporal Learning (2017–Now)
“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.
Address
Address: 5200 Lake Rd, Merced, CA 95343
Office Location: Science & Engineering 2, Office 205