Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation. - Zhiming Cui; Changjian Li 001; Zhixu Du; Nenglun Chen; Guodong Wei; Runnan Chen; Lei Yang 048; Dinggang Shen; Wenping Wang 001 (IEEE Trans. Medical Imaging, 2021)

Next Generation Federated Learning for Edge Devices: An Overview. - Jianyi Zhang; Zhixu Du; Jingwei Sun 002; Ang Li 005; Minxue Tang; Yuhao Wu; Zhihui Gao; Martin Kuo; Hai Helen Li; Yiran Chen 001 (CIC, 2022)

Improved Input Reprogramming for GAN Conditioning. - Tuan Dinh; Daewon Seo; Zhixu Du; Liang Shang; Kangwook Lee 001 (CoRR, 2022)

Rethinking Normalization Methods in Federated Learning. - Zhixu Du; Jingwei Sun 002; Ang Li 005; Pin-Yu Chen; Jianyi Zhang; Hai (Helen) Li; Yiran Chen 001 (CoRR, 2022)

Adaptive Fuzzy Control for Multi-Agent Systems With Unknown Measurement Sensitivity via a Simplified Backstepping Approach. - Zhixu Du; Hongjing Liang; Choon Ki Ahn (IEEE Trans. Circuits Syst. II Express Briefs, 2022)

Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. - Bokyung Kim; Zhixu Du; Jingwei Sun 002; Yiran Chen 001 (ICCAD, 2023)

Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. - Jingwei Sun 002; Zhixu Du; Anna Dai; Saleh Baghersalimi; Alireza Amirshahi; David Atienza; Yiran Chen 001 (CoRR, 2023)

Neuroadaptive Performance Guaranteed Control for Multiagent Systems With Power Integrators and Unknown Measurement Sensitivity. - Hongjing Liang; Zhixu Du; Tingwen Huang; Yingnan Pan (IEEE Trans. Neural Networks Learn. Syst., 2023)

PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. - Jingwei Sun 002; Zhixu Du; Anna Dai; Saleh Baghersalimi; Alireza Amirshahi; David Atienza; Yiran Chen 001 (IEEE Big Data, 2024)

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. - Jingwei Sun 002; Ziyue Xu 001; Hongxu Yin; Dong Yang 005; Daguang Xu; Yudong Liu; Zhixu Du; Yiran Chen 001; Holger R. Roth (ICML, 2024)

SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. - Zhixu Du; Shiyu Li 001; Yuhao Wu; Xiangyu Jiang; Jingwei Sun 002; Qilin Zheng; Yongkai Wu; Ang Li 005; Hai Li 001; Yiran Chen 001 (MLSys, 2024)

Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback. - Jingwei Sun 002; Zhixu Du; Yiran Chen 001 (CoRR, 2024)

A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. - Cong Guo 003; Feng Cheng; Zhixu Du; James Kiessling; Jonathan Ku; Shiyu Li 001; Ziru Li; Mingyuan Ma; Tergel Molom-Ochir; Benjamin Morris 004; Haoxuan Shan; Jingwei Sun 002; et al. (CoRR, 2024)

Model Predictive Formation Tracking-Containment Control for Multi-UAVs With Obstacle Avoidance. - Zhixu Du; Hao Zhang 008; Zhuping Wang; Huaicheng Yan 001 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Estimator-Based Dual-Model Predictive Control for Multi-AAVs With Connectivity-Preserving. - Zhixu Du; Hao Zhang 008; Zhuping Wang; Huaicheng Yan 001 (IEEE Trans. Netw. Sci. Eng., 2025)

Fuzzy Model Predictive Formation Maneuver Control of Multi-AAVs With Interval Output-Constrained. - Zhixu Du; Hao Zhang 008; Zhuping Wang; Huaicheng Yan 001 (IEEE Trans. Fuzzy Syst., 2025)

MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing. - Haiyue Ma; Zhixu Du; Yiran Chen 001 (CoRR, 2025)

FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. - Zishan Shao; Yixiao Wang; Qinsi Wang; Ting Jiang; Zhixu Du; Hancheng Ye; Danyang Zhuo; Yiran Chen 001; Hai Li 001 (CoRR, 2025)