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Yiheng Du
Yiheng Du
UC Berkeley
Verified email at berkeley.edu
Title
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Year
A complete expressiveness hierarchy for subgraph gnns via subgraph weisfeiler-lehman tests
B Zhang, G Feng, Y Du, D He, L Wang
International Conference on Machine Learning, 41019-41077, 2023
572023
Beyond weisfeiler-lehman: A quantitative framework for GNN expressiveness
B Zhang, J Gai, Y Du, Q Ye, D He, L Wang
arXiv preprint arXiv:2401.08514, 2024
112024
Neural spectral methods: Self-supervised learning in the spectral domain
Y Du, N Chalapathi, A Krishnapriyan
arXiv preprint arXiv:2312.05225, 2023
72023
Scaling physics-informed hard constraints with mixture-of-experts
N Chalapathi, Y Du, A Krishnapriyan
arXiv preprint arXiv:2402.13412, 2024
22024
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Articles 1–4