FedMBridge: Bridgeable Multimodal Federated Learning,International conference on machine learning (ICML2024), Vienna, Austria, July 21-27, 2024 (oral presentation)
Jiayi Chen and Aidong Zhang
Benchmarking Spurious Bias in Few-Shot Image Classifiers, the 18th European Conference on Computer Vision (ECCV2024), Sep 29th - Oct 4th, 2024, Milano, Italy.
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Benchmarking Retrieval-Augmented Generation for Medicine, the ACL Findings, 2024.
Guangzhi Xiong, Qiao Jin, Zhiyong Lu, and Aidong Zhang
CoLiDR: Concept Learning using Aggregated Disentangled Representations, Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), Barcelona, Spain, August 25-29, 2024.
Sanchit Sinha, Guangzhi Xiong, and Aidong Zhang
On the Role of Server Momentum in Federated Learning, AAAI 2024
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
On Disentanglement of Asymmetrical Knowledge Transfer for Modality-task Agnostic Federated Learning, AAAI 2024
Jiayi Chen and Aidong Zhang
AdvST: Revisiting Data Augmentations for Single Domain Generalization, AAAI 2024
Guangtao Zheng, Mengdi Huai, Aidong Zhan
Solving a Class of Non-Convex Minimax Optimization in Federated Learning, NeurIPS 2023
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
Federated Conditional Stochastic Optimization, NeurIPS 2023
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness, Proceedings of the 29th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2023), Long Beach, CA, USA, August 6-1
Jiayi Chen and Aidong Zhang
