Chen, Mingsong

15 publications

AAAI 2025 MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

IJCAI 2025 PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction Xiangxiang Shen, Zheng Wan, Lingfeng Wen, Licheng Sun, Jian Yang, Xuan Tang, Shing-Ho J. Lin, Xiao He, Mingsong Chen, Xian Wei

ICLR 2025 R2Det: Exploring Relaxed Rotation Equivariance in 2D Object Detection Zhiqiang Wu, Yingjie Liu, Hanlin Dong, Xuan Tang, Jian Yang, Bo Jin, Mingsong Chen, Xian Wei

NeurIPS 2025 Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset Jiahao Wu, Ming Hu, Yanxin Yang, Xiaofei Xie, ZeKai Chen, Chenyu Song, Mingsong Chen

MLJ 2024 DPQ: Dynamic Pseudo-Mean Mixed-Precision Quantization for Pruned Neural Network Songwen Pei, Jiyao Wang, Bingxue Zhang, Wei Qin, Hai Xue, Xiaochun Ye, Mingsong Chen

CVPR 2024 Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation Yingbo Zhou, Yutong Ye, Pengyu Zhang, Xian Wei, Mingsong Chen

AAAI 2024 FedMut: Generalized Federated Learning via Stochastic Mutation Ming Hu, Yue Cao, Anran Li, Zhiming Li, Chengwei Liu, Tianlin Li, Mingsong Chen, Yang Liu

AAAI 2024 Hyperbolic Graph Diffusion Model Lingfeng Wen, Xuan Tang, Mingjie Ouyang, Xiangxiang Shen, Jian Yang, Daxin Zhu, Mingsong Chen, Xian Wei

NeurIPS 2024 SampDetox: Black-Box Backdoor Defense via Perturbation-Based Sample Detoxification Yanxin Yang, Chentao Jia, DengKe Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen

AAAI 2024 Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning Xiao Du, Yutong Ye, Pengyu Zhang, Yaning Yang, Mingsong Chen, Ting Wang

NeurIPS 2024 WaveAttack: Asymmetric Frequency Obfuscation-Based Backdoor Attacks Against Deep Neural Networks Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Yiyu Shi, Xian Wei, Mingsong Chen

IJCAI 2023 InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning Yutong Ye, Yingbo Zhou, Jiepin Ding, Ting Wang, Mingsong Chen, Xiang Lian

IJCAI 2022 Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen

NeurIPS 2022 Geodesic Self-Attention for 3D Point Clouds Zhengyu Li, Xuan Tang, Zihao Xu, Xihao Wang, Hui Yu, Mingsong Chen, Xian Wei

ECCV 2022 Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number Xian Wei, Yangyu Xu, Yanhui Huang, Hairong Lv, Hai Lan, Mingsong Chen, Xuan Tang