Du, Yiheng

7 publications

NeurIPS 2025 AlignedGen: Aligning Style Across Generated Images Jiexuan Zhang, Yiheng Du, Qian Wang, Weiqi Li, Yu Gu, Jian Zhang

NeurIPS 2025 EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale Yiheng Du, Aditi S. Krishnapriyan

ICLR 2025 Homomorphism Expressivity of Spectral Invariant Graph Neural Networks Jingchu Gai, Yiheng Du, Bohang Zhang, Haggai Maron, Liwei Wang

ICLR 2024 Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness Bohang Zhang, Jingchu Gai, Yiheng Du, Qiwei Ye, Di He, Liwei Wang

ICLR 2024 Neural Spectral Methods: Self-Supervised Learning in the Spectral Domain Yiheng Du, Nithin Chalapathi, Aditi S. Krishnapriyan

ICLR 2024 Scaling Physics-Informed Hard Constraints with Mixture-of-Experts Nithin Chalapathi, Yiheng Du, Aditi S. Krishnapriyan

ICML 2023 A Complete Expressiveness Hierarchy for Subgraph GNNs via Subgraph Weisfeiler-Lehman Tests Bohang Zhang, Guhao Feng, Yiheng Du, Di He, Liwei Wang