ML Anthology

Liu, Yizhou

4 publications

AAAI 2025 Optimal Control Operator Perspective and a Neural Adaptive Spectral Method Mingquan Feng, Zhijie Chen, Yixin Huang, Yizhou Liu, Junchi Yan
ICLR 2025 PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark Mingquan Feng, Yixin Huang, Yizhou Liu, Bofang Jiang, Junchi Yan
ICLR 2025 SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs Mingquan Feng, Yixin Huang, Weixin Liao, Yuhong Liu, Yizhou Liu, Junchi Yan
NeurIPS 2025 Superposition Yields Robust Neural Scaling Yizhou Liu, Ziming Liu, Jeff Gore