Shen, Yanning

17 publications

IJCAI 2025 DGExplainer: Explaining Dynamic Graph Neural Networks via Relevance Back-Propagation Yezi Liu, Jiaxuan Xie, Yanning Shen

TMLR 2025 Gradient Inversion Attack on Graph Neural Networks Divya Anand Sinha, Yezi Liu, Ruijie Du, Athina Markopoulou, Yanning Shen

NeurIPS 2025 Is Noise Conditioning Necessary? a Unified Theory of Unconditional Graph Diffusion Models Jipeng Li, Yanning Shen

TMLR 2025 Multi-Model Online Conformal Prediction with Graph-Structured Feedback Erfan Hajihashemi, Yanning Shen

TMLR 2024 Budgeted Online Model Selection and Fine-Tuning via Federated Learning Pouya M. Ghari, Yanning Shen

NeurIPS 2024 FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning Lisha Chen, Afm Saif, Yanning Shen, Tianyi Chen

ECCV 2024 FairViT: Fair Vision Transformer via Adaptive Masking Bowei Tian, Ruijie Du, Yanning Shen

NeurIPS 2024 FairWire: Fair Graph Generation O. Deniz Kose, Yanning Shen

NeurIPS 2024 Multi-Model Ensemble Conformal Prediction in Dynamic Environments Erfan Hajihashemi, Yanning Shen

NeurIPS 2024 Personalized Federated Learning with Mixture of Models for Adaptive Prediction and Model Fine-Tuning Pouya M. Ghari, Yanning Shen

TMLR 2023 Fast&Fair: Training Acceleration and Bias Mitigation for GNNs Oyku Deniz Kose, Yanning Shen

JMLR 2023 Graph-Aided Online Multi-Kernel Learning Pouya M. Ghari, Yanning Shen

NeurIPS 2022 Personalized Online Federated Learning with Multiple Kernels Pouya M. Ghari, Yanning Shen

AISTATS 2020 Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability Qin Lu, Georgios Karanikolas, Yanning Shen, Georgios B. Giannakis

ICML 2020 Online Multi-Kernel Learning with Graph-Structured Feedback Pouya M Ghari, Yanning Shen

JMLR 2019 Random Feature-Based Online Multi-Kernel Learning in Environments with Unknown Dynamics Yanning Shen, Tianyi Chen, Georgios B. Giannakis

AISTATS 2018 Online Ensemble Multi-Kernel Learning Adaptive to Non-Stationary and Adversarial Environments Yanning Shen, Tianyi Chen, Georgios B. Giannakis