Yiheng Du

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Spectral Domain

Hard Constraints

Subgraph Isomorphism

Top Venues

Publications

Bohang Zhang, Jingchu Gai, Yiheng Du, Qiwei Ye, Di He, Liwei Wang
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness. CoRR (2024)
Yiheng Du, Nithin Chalapathi, Aditi S. Krishnapriyan
Neural Spectral Methods: Self-supervised learning in the spectral domain. ICLR (2024)
Nithin Chalapathi, Yiheng Du, Aditi S. Krishnapriyan
Scaling physics-informed hard constraints with mixture-of-experts. ICLR (2024)
Bohang Zhang, Jingchu Gai, Yiheng Du, Qiwei Ye, Di He, Liwei Wang
Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness. ICLR (2024)
Nithin Chalapathi, Yiheng Du, Aditi S. Krishnapriyan
Scaling physics-informed hard constraints with mixture-of-experts. CoRR (2024)
Yiheng Du, Nithin Chalapathi, Aditi S. Krishnapriyan
Neural Spectral Methods: Self-supervised learning in the spectral domain. CoRR (2023)
Bohang Zhang, Guhao Feng, Yiheng Du, Di He, Liwei Wang
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests. CoRR (2023)
Bohang Zhang, Guhao Feng, Yiheng Du, Di He, Liwei Wang
A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests. ICML (2023)
Qin Wang, Qin Ju, Yueyang Wang, Xiaolei Fu, Wenjie Zhao, Yiheng Du, Peng Jiang, Zhenchun Hao
Regional Patterns of Vegetation Dynamics and Their Sensitivity to Climate Variability in the Yangtze River Basin. Remote. Sens. 14 (21) (2022)