Zhixu Du

According to our database, Zhixu Du authored at least 13 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model Predictive Formation Tracking-Containment Control for Multi-UAVs With Obstacle Avoidance.

Zhixu Du, Hao Zhang, Zhuping Wang, Huaicheng Yan

IEEE Trans. Syst. Man Cybern. Syst., June, 2024

A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models.

Cong Guo, Feng Cheng, Zhixu Du, James Kiessling, Jonathan Ku, Shiyu Li, Ziru Li, Mingyuan Ma, Tergel Molom-Ochir, Benjamin Morris, Haoxuan Shan, Jingwei Sun, Yitu Wang, Chiyue Wei, Xueying Wu, Yuhao Wu, Hao Frank Yang, Jingyang Zhang, Junyao Zhang, Qilin Zheng, Guanglei Zhou, Hai Li, Yiran Chen

CoRR, 2024

Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback.

Jingwei Sun, Zhixu Du, Yiran Chen

CoRR, 2024

SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models.

Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen

Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models.

Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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., December, 2023

Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties.

Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen

CoRR, 2023

Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI.

Bokyung Kim, Zhixu Du, Jingwei Sun, Yiran Chen

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

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

Rethinking Normalization Methods in Federated Learning.

Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen

CoRR, 2022

Improved Input Reprogramming for GAN Conditioning.

Tuan Dinh, Daewon Seo, Zhixu Du, Liang Shang, Kangwook Lee

CoRR, 2022

Next Generation Federated Learning for Edge Devices: An Overview.

Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

2021

Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation.

Zhiming Cui, Changjian Li, Zhixu Du, Nenglun Chen, Guodong Wei, Runnan Chen, Lei Yang, Dinggang Shen, Wenping Wang

IEEE Trans. Medical Imaging, 2021