InitLight: Initial Model Generation for Traffic Signal Control Using Adversarial Inverse Reinforcement Learning. - Yutong Ye 001; Yingbo Zhou 001; Jiepin Ding; Ting Wang 001; Mingsong Chen 001; Xiang Lian 001 (IJCAI, 2023)

CyclicFL: A Cyclic Model Pre-Training Approach to Efficient Federated Learning. - Pengyu Zhang; Yingbo Zhou 001; Ming Hu 003; Xin Fu 001; Xian Wei; Mingsong Chen 001 (CoRR, 2023)

EqGAN: Feature Equalization Fusion for Few-shot Image Generation. - Yingbo Zhou 001; Zhihao Yue; Yutong Ye 001; Pengyu Zhang; Xian Wei; Mingsong Chen 001 (CoRR, 2023)

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. - Jun Xia 003; Zhihao Yue; Yingbo Zhou 001; Zhiwei Ling; Xian Wei; Mingsong Chen 001 (CoRR, 2023)

ECKT: Enhancing Code Knowledge Tracing via Large Language Models. - Yang Yu; Yingbo Zhou 001; Yaokang Zhu; Yutong Ye 001; Liangyu Chen 001; Mingsong Chen 001 (CogSci, 2024)

Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation. - Yingbo Zhou 001; Yutong Ye 001; Pengyu Zhang; Xian Wei; Mingsong Chen 001 (CVPR, 2024)

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. - Jun Xia 003; Zhihao Yue; Yingbo Zhou 001; Zhiwei Ling; Yiyu Shi 001; Xian Wei; Mingsong Chen 001 (NeurIPS, 2024)

Personalized Federated Instruction Tuning via Neural Architecture Search. - Pengyu Zhang; Yingbo Zhou 001; Ming Hu 003; Junxian Feng; Jiawen Weng; Mingsong Chen 001 (CoRR, 2024)

When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices. - Pengyu Zhang; Yingjie Liu; Yingbo Zhou 001; Xiao Du; Xian Wei; Ting Wang 001; Mingsong Chen 001 (CoRR, 2024)

HiReNet: Hierarchical-Relation Network for Few-Shot Remote Sensing Image Scene Classification. - Feng Tian; Sen Lei; Yingbo Zhou 001; Jialin Cheng; Guohao Liang; Zhengxia Zou; Heng-Chao Li 001; Zhenwei Shi 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

GCLS2: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics. - Qi Wen 002; Yiyang Zhang 010; Yutong Ye 001; Yingbo Zhou 001; Nan Zhang 019; Xiang Lian 001; Mingsong Chen 001 (CIKM, 2025)

CE-FFT: Communication-Efficient Federated Fine-Tuning for Large Language Models via Quantization and In-Context Learning. - Pengyu Zhang; Yingjie Liu; Yingbo Zhou 001; Ming Hu 003; Xian Wei; Mingsong Chen 001 (ICASSP, 2025)

EqGAN: Reformation-based Feature Equalization Fusion for Few-shot Image Generation. - Yingbo Zhou 001; Zhihao Yue; Yutong Ye 001; Pengyu Zhang; Xian Wei; Mingsong Chen 001 (ICASSP, 2025)

FiTGAN: Content Fusion with Style Transformation for Few-shot Image Generation. - Yingbo Zhou 001; Pengyu Zhang; Yutong Ye 001; Zhihao Yue; Xian Wei; Mingsong Chen 001 (ICASSP, 2025)

MuseCNN: Embedding-Guided Polyphonic Music Accompaniment Generation. - Yuyang Wang; Yutong Ye 001; Yingbo Zhou 001; Qi Wen 002; Xiang Lian 001; Xian Wei; Mingsong Chen 001 (SEKE, 2025)

CyclicFL: Efficient Federated Learning with Cyclic Model Pre-training. - Pengyu Zhang; Yingbo Zhou 001; Ming Hu 003; Xian Wei; Mingsong Chen 001 (J. Circuits Syst. Comput., 2025)

When foresight pruning meets zeroth-order optimization: Efficient federated learning for low-memory devices. - Pengyu Zhang; Yingjie Liu; Yingbo Zhou 001; Xian Wei; Mingsong Chen 001 (J. Syst. Archit., 2025)

FitLight: Federated Imitation Learning for Plug-and-Play Autonomous Traffic Signal Control. - Yutong Ye 001; Yingbo Zhou 001; Zhusen Liu; Xiao Du; Hao Zhou; Xiang Lian 001; Mingsong Chen 001 (CoRR, 2025)

HyEvo: Self-Evolving Hybrid Agentic Workflows for Efficient Reasoning. - Beibei Xu; Yutong Ye 001; Chuyun Shen; Yingbo Zhou 001; Cheng Chen 027; Mingsong Chen 001 (CoRR, 2026)