ML Anthology

He, Yixuan

11 publications

ICML 2024 Generalization Error of Graph Neural Networks in the Mean-Field Regime Gholamali Aminian, Yixuan He, Gesine Reinert, Lukasz Szpruch, Samuel N. Cohen
CVPR 2024 LLMs Are Good Sign Language Translators Jia Gong, Lin Geng Foo, Yixuan He, Hossein Rahmani, Jun Liu
ICLR 2024 Robust Angular Synchronization via Directed Graph Neural Networks Yixuan He, Gesine Reinert, David Wipf, Mihai Cucuringu
ICLR 2023 DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion Qitian Wu, Chenxiao Yang, Wentao Zhao, Yixuan He, David Wipf, Junchi Yan
LoG 2023 PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs Yixuan He, Xitong Zhang, Junjie Huang, Benedek Rozemberczki, Mihai Cucuringu, Gesine Reinert
LoG 2022 CEP3: Community Event Prediction with Neural Point Process on Graph Xuhong Wang, Sirui Chen, Yixuan He, Minjie Wang, Quan Gan, Junchi Yan
LoG 2022 DIGRAC: Digraph Clustering Based on Flow Imbalance Yixuan He, Gesine Reinert, Mihai Cucuringu
ICML 2022 GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks Yixuan He, Quan Gan, David Wipf, Gesine D Reinert, Junchi Yan, Mihai Cucuringu
LoG 2022 MSGNN: A Spectral Graph Neural Network Based on a Novel Magnetic Signed Laplacian Yixuan He, Michael Perlmutter, Gesine Reinert, Mihai Cucuringu
NeurIPS 2021 MagNet: A Neural Network for Directed Graphs Xitong Zhang, Yixuan He, Nathan Brugnone, Michael Perlmutter, Matthew Hirn
CVPRW 2019 Scan-Flood Fill(SCAFF): An Efficient Automatic Precise Region Filling Algorithm for Complicated Regions Yixuan He, Tianyi Hu, Delu Zeng