Liang, Ben

9 publications

NeurIPS 2025 Adaptive Sigmoid Clipping for Balancing the Direction–Magnitude Mismatch Trade-Off in Differentially Private Learning Faeze Moradi Kalarde, Ali Bereyhi, Ben Liang, Min Dong

NeurIPS 2025 Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling Shayan Mohajer Hamidi, Ben Liang, En-Hui Yang

UAI 2025 Online Generalized Magician’s Problem with Multiple Workers Ruoyu Wu, Wei Bao, Ben Liang, Liming Ge

NeurIPSW 2024 Communication-Efficient Loss Minimization over Heterogeneous Data with Federated Hierarchical Ensemble Aggregation via Distillation Sayantan Chowdhury, Ben Liang, Ali Tizghadam, Ilijc Albanese

NeurIPSW 2024 Improving Knowledge Distillation with Teacher's Explanation Sayantan Chowdhury, Ben Liang, Ali Tizghadam, Ilijc Albanese

JMLR 2024 On the Generalization of Stochastic Gradient Descent with Momentum Ali Ramezani-Kebrya, Kimon Antonakopoulos, Volkan Cevher, Ashish Khisti, Ben Liang

L4DC 2022 Gradient and Projection Free Distributed Online Min-Max Resource Optimization Jingrong Wang, Ben Liang

L4DC 2022 Improving Dynamic Regret in Distributed Online Mirror Descent Using Primal and Dual Information Nima Eshraghi, Ben Liang

ICML 2020 Distributed Online Optimization over a Heterogeneous Network with Any-Batch Mirror Descent Nima Eshraghi, Ben Liang