Wang, Beilun

14 publications

ICML 2025 Bi-Perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security Yangyang Shen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang

IJCAI 2025 ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks Kai Sun, Peibo Duan, Levin Kuhlmann, Beilun Wang, Bin Zhang

MLJ 2025 Sparse and Smooth Additive Isotonic Model in High-Dimensional Settings Jiaqi Zhang, Yiqin Wang, Meng Wang, Beilun Wang

ICML 2024 Adaptive Group Personalization for Federated Mutual Transfer Learning Haoqing Xu, Dian Shen, Meng Wang, Beilun Wang

NeurIPS 2024 FasMe: Fast and Sample-Efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings Xiao Tan, Yiqin Wang, Yangyang Shen, Dian Shen, Meng Wang, Peibo Duan, Beilun Wang

ICML 2022 A Difference Standardization Method for Mutual Transfer Learning Haoqing Xu, Meng Wang, Beilun Wang

IJCAI 2020 Quadratic Sparse Gaussian Graphical Model Estimation Method for Massive Variables Jiaqi Zhang, Meng Wang, Qinchi Li, Sen Wang, Xiaojun Chang, Beilun Wang

ICML 2018 A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models Beilun Wang, Arshdeep Sekhon, Yanjun Qi

AISTATS 2018 Fast and Scalable Learning of Sparse Changes in High-Dimensional Gaussian Graphical Model Structure Beilun Wang, Arshdeep Sekhon, Yanjun Qi

MLJ 2017 A Constrained $\ell $ ℓ 1 Minimization Approach for Estimating Multiple Sparse Gaussian or Nonparanormal Graphical Models Beilun Wang, Ritambhara Singh, Yanjun Qi

AISTATS 2017 A Fast and Scalable Joint Estimator for Learning Multiple Related Sparse Gaussian Graphical Models Beilun Wang, Ji Gao, Yanjun Qi

ICLR 2017 A Theoretical Framework for Robustness of (Deep) Classifiers Against Adversarial Samples Beilun Wang, Ji Gao, Yanjun Qi

ICLR 2017 DeepCloak: Masking Deep Neural Network Models for Robustness Against Adversarial Samples Ji Gao, Beilun Wang, Zeming Lin, Weilin Xu, Yanjun Qi

ECML-PKDD 2017 GaKCo: A Fast Gapped K-Mer String Kernel Using Counting Ritambhara Singh, Arshdeep Sekhon, Kamran Kowsari, Jack Lanchantin, Beilun Wang, Yanjun Qi