Yan, Yuguang

17 publications

AAAI 2025 Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport Yuguang Yan, Canlin Yang, Yuanlin Chen, Ruichu Cai, Michael Ng

ICLR 2025 Improving Deep Regression with Tightness Shihao Zhang, Yuguang Yan, Angela Yao

ICML 2025 Reducing Confounding Bias Without Data Splitting for Causal Inference via Optimal Transport Yuguang Yan, Zongyu Li, Haolin Yang, Zeqin Yang, Hao Zhou, Ruichu Cai, Zhifeng Hao

AAAI 2024 An Optimal Transport View for Subspace Clustering and Spectral Clustering Yuguang Yan, Zhihao Xu, Canlin Yang, Jie Zhang, Ruichu Cai, Michael Kwok-Po Ng

IJCAI 2024 Combinatorial Routing for Neural Trees Jiahao Li, Ruichu Cai, Yuguang Yan

ICML 2024 Doubly Robust Causal Effect Estimation Under Networked Interference via Targeted Learning Weilin Chen, Ruichu Cai, Zeqin Yang, Jie Qiao, Yuguang Yan, Zijian Li, Zhifeng Hao

AAAI 2024 Exploiting Geometry for Treatment Effect Estimation via Optimal Transport Yuguang Yan, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao, Michael Kwok-Po Ng

AAAI 2024 Hypergraph Joint Representation Learning for Hypervertices and Hyperedges via Cross Expansion Yuguang Yan, Yuanlin Chen, Shibo Wang, Hanrui Wu, Ruichu Cai

ICML 2024 Reducing Balancing Error for Causal Inference via Optimal Transport Yuguang Yan, Hao Zhou, Zeqin Yang, Weilin Chen, Ruichu Cai, Zhifeng Hao

AAAI 2024 TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences Yuequn Liu, Ruichu Cai, Wei Chen, Jie Qiao, Yuguang Yan, Zijian Li, Keli Zhang, Zhifeng Hao

AAAI 2019 Oversampling for Imbalanced Data via Optimal Transport Yuguang Yan, Mingkui Tan, Yanwu Xu, Jiezhang Cao, Michael K. Ng, Huaqing Min, Qingyao Wu

ACML 2018 Cartoon-to-Photo Facial Translation with Generative Adversarial Networks Junhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, Zhuliang Yu

IJCAI 2018 Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation Yuguang Yan, Wen Li, Hanrui Wu, Huaqing Min, Mingkui Tan, Qingyao Wu

IJCAI 2017 Learning Discriminative Correlation Subspace for Heterogeneous Domain Adaptation Yuguang Yan, Wen Li, Michael K. P. Ng, Mingkui Tan, Hanrui Wu, Huaqing Min, Qingyao Wu

ACML 2017 On the Flatness of Loss Surface for Two-Layered ReLU Networks Jiezhang Cao, Qingyao Wu, Yuguang Yan, Li Wang, Mingkui Tan

ECCV 2016 Online Heterogeneous Transfer Learning by Weighted Offline and Online Classifiers Yuguang Yan, Qingyao Wu, Mingkui Tan, Huaqing Min

ECCVW 2016 Online Heterogeneous Transfer Learning by Weighted Offline and Online Classifiers Yuguang Yan, Qingyao Wu, Mingkui Tan, Huaqing Min