Recent Publications

2025

Influence-Guided Diffusion for Dataset Distillation, Mingyang Chen, Jiawei Du, Bo Huang, Yi Wang, Xiaobo Zhang, and Wei Wang. ICLR, 2025.

DL DB
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization, Yuxin Jiang, Bo Huang, Yufei Wang, Xingshan Zeng, Liangyou Li, Yasheng Wang, Xin Jiang, Lifeng Shang, Ruiming Tang, and Wei Wang. ICLR, 2025.

LLM
When Evolution Strategy Meets Language Models Tuning, Bo Huang, Yuxin Jiang, Mingyang Chen, Yi Wang, Hongyang Chen, and Wei Wang. COLING, 2025.

LLM
ChatCAD: An MLLM-Guided Framework for Zero-shot CAD Drawing Restoration, Jing Tang, Hongru Xiao, Xiang Li, Wei Wang, and Zeyu Gong. ICASSP, 2025.

LLM APP
Locally Balancing Signed Graphs, Weizhe Chen, Wentao Li, Min Gao, Dong Wen, Maolin Cai, and Wei Wang. KDD, 2025.

DB Graph
Harnessing Scale and Physics: A Multi-Graph Neural Operator Framework for PDEs on Arbitrary Geometries, Zhihao Li, Haoze SONG, Di Xiao, Zhilu Lai, and Wei Wang. KDD, 2025.

AI4S PDE
Effective and General Distance Computation for Approximate Nearest Neighbor Search, Mingyu Yang, Wentao Li, Jiabao Jin, Xiaoyao Zhong, Xiangyu Wang, Zhitao Shen, Wei Jia, and Wei Wang. ICDE, 2025.

LLM DB

Querying Numeric-Constrained Shortest Distances on Road Networks, Mingyu Yang, Wentao Li, Wei Wang, Dong Wen, and and Lu Qin. ICDE, 2024.

DB Graph