Hao Yuan

31 papers A* 9A 1Journal 21
YearRankTypeTitle / Venue / Authors
2024 J jnl
FlowX: Towards Explainable Graph Neural Networks via Message Flows.
IEEE Trans. Pattern Anal. Mach. Intell.
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
2023 J jnl
Explainability in Graph Neural Networks: A Taxonomic Survey.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
2023 J jnl
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping.
IEEE Trans. Pattern Anal. Mach. Intell.
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
2022 J jnl
FlowX: Towards Explainable Graph Neural Networks via Message Flows.
CoRR
Shurui Gui, Hao Yuan, Jie Wang, Qicheng Lao, Kang Li, Shuiwang Ji
2022 J jnl
Interpreting Image Classifiers by Generating Discrete Masks.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Yuan, Lei Cai, Xia Hu, Jie Wang, Shuiwang Ji
2021 J jnl
DIG: A Turnkey Library for Diving into Graph Deep Learning Research.
CoRR
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Zhao Xu, Haiyang Yu, Jingtun Zhang, Yi Liu, Keqiang Yan, Bora Oztekin, Haoran Liu, Xuan Zhang, Cong Fu, Shuiwang Ji
2021 J jnl
DIG: A Turnkey Library for Diving into Graph Deep Learning Research.
J. Mach. Learn. Res.
Meng Liu, Youzhi Luo, Limei Wang, Yaochen Xie, Hao Yuan, Shurui Gui, Haiyang Yu, Zhao Xu, Jingtun Zhang, Yi Liu, Keqiang Yan, Haoran Liu, Cong Fu, Bora Oztekin, Xuan Zhang, Shuiwang Ji
2021 J jnl
Fast Quantum Property Prediction via Deeper 2D and 3D Graph Networks.
CoRR
Meng Liu, Cong Fu, Xuan Zhang, Limei Wang, Yaochen Xie, Hao Yuan, Youzhi Luo, Zhao Xu, Shenglong Xu, Shuiwang Ji
2021 J jnl
Node2Seq: Towards Trainable Convolutions in Graph Neural Networks.
CoRR
Hao Yuan, Shuiwang Ji
2021 A* conf
On Explainability of Graph Neural Networks via Subgraph Explorations.
ICML
Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji
2021 J jnl
On Explainability of Graph Neural Networks via Subgraph Explorations.
CoRR
Hao Yuan, Haiyang Yu, Jie Wang, Kang Li, Shuiwang Ji
2020 A* conf
Context-aware Deep Representation Learning for Geo-spatiotemporal Analysis.
ICDM
Hanzi Mao, Xi Liu, Nick Duffield, Hao Yuan, Shuiwang Ji, Binayak P. Mohanty
2020 A* conf
Deep Learning of High-Order Interactions for Protein Interface Prediction.
KDD
Yi Liu, Hao Yuan, Lei Cai, Shuiwang Ji
2020 J jnl
Deep Learning of High-Order Interactions for Protein Interface Prediction.
CoRR
Yi Liu, Hao Yuan, Lei Cai, Shuiwang Ji
2020 J jnl
Explainability in Graph Neural Networks: A Taxonomic Survey.
CoRR
Hao Yuan, Haiyang Yu, Shurui Gui, Shuiwang Ji
2020 J jnl
Global Pixel Transformers for Virtual Staining of Microscopy Images.
IEEE Trans. Medical Imaging
Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2020 J jnl
Pixel Transposed Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2020 A* conf
StructPool: Structured Graph Pooling via Conditional Random Fields.
ICLR
Hao Yuan, Shuiwang Ji
2020 J jnl
Towards Improved and Interpretable Deep Metric Learning via Attentive Grouping.
CoRR
Xinyi Xu, Zhengyang Wang, Cheng Deng, Hao Yuan, Shuiwang Ji
2020 A* conf
XGNN: Towards Model-Level Explanations of Graph Neural Networks.
KDD
Hao Yuan, Jiliang Tang, Xia Hu, Shuiwang Ji
2020 J jnl
XGNN: Towards Model-Level Explanations of Graph Neural Networks.
CoRR
Hao Yuan, Jiliang Tang, Xia Hu, Shuiwang Ji
2019 J jnl
Computational modeling of cellular structures using conditional deep generative networks.
Bioinform.
Hao Yuan, Lei Cai, Zhengyang Wang, Xia Hu, Shaoting Zhang, Shuiwang Ji
2019 J jnl
Global Transformer U-Nets for Label-Free Prediction of Fluorescence Images.
CoRR
Yi Liu, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2019 A* conf
Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods.
AAAI
Hao Yuan, Yongjun Chen, Xia Hu, Shuiwang Ji
2019 A* conf
Learning Hierarchical and Shared Features for Improving 3D Neuron Reconstruction.
ICDM
Hao Yuan, Na Zou, Shaoting Zhang, Hanchuan Peng, Shuiwang Ji
2019 A* conf
Learning Local and Global Multi-context Representations for Document Classification.
ICDM
Yi Liu, Hao Yuan, Shuiwang Ji
2019 A conf
Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions.
SDM
Zhengyang Wang, Hao Yuan, Shuiwang Ji
2019 A* conf
XFake: Explainable Fake News Detector with Visualizations.
WWW
Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu
2019 J jnl
XFake: Explainable Fake News Detector with Visualizations.
CoRR
Fan Yang, Shiva K. Pentyala, Sina Mohseni, Mengnan Du, Hao Yuan, Rhema Linder, Eric D. Ragan, Shuiwang Ji, Xia (Ben) Hu
2017 J jnl
Pixel Deconvolutional Networks.
CoRR
Hongyang Gao, Hao Yuan, Zhengyang Wang, Shuiwang Ji
2017 J jnl
Spatial Variational Auto-Encoding via Matrix-Variate Normal Distributions.
CoRR
Zhengyang Wang, Hao Yuan, Shuiwang Ji