Zhixu Du - RankMe

24 papers A* 2A 1B 1Journal 18Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. AAAI Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai (Helen) Li
2026	J	`jnl`	PolyMap: A Lightweight Polyhedral Map Based on Approximate Convex Decomposition for Aerial Robot Motion Planning. IEEE Robotics Autom. Lett. Peiyu Cui, Hao Zhang, Zhixu Du, Huaicheng Yan
2026	J	`jnl`	Swimba: Switch Mamba Model Scales State Space Models. CoRR Zhixu Du, Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Hai Helen Li, Yiran Chen
2025	J	`jnl`	Estimator-Based Dual-Model Predictive Control for Multi-AAVs With Connectivity-Preserving. IEEE Trans. Netw. Sci. Eng. Zhixu Du, Hao Zhang, Zhuping Wang, Huaicheng Yan
2025	J	`jnl`	FlashSVD: Memory-Efficient Inference with Streaming for Low-Rank Models. CoRR Zishan Shao, Yixiao Wang, Qinsi Wang, Ting Jiang, Zhixu Du, Hancheng Ye, Danyang Zhuo, Yiran Chen, Hai Li
2025	J	`jnl`	Fuzzy Model Predictive Formation Maneuver Control of Multi-AAVs With Interval Output-Constrained. IEEE Trans. Fuzzy Syst. Zhixu Du, Hao Zhang, Zhuping Wang, Huaicheng Yan
2025	J	`jnl`	MoE-GPS: Guidlines for Prediction Strategy for Dynamic Expert Duplication in MoE Load Balancing. CoRR Haiyue Ma, Zhixu Du, Yiran Chen
2025	J	`jnl`	Motion Planning and Tracking MPC for Multiagent Systems: A Dynamic Affine Formation Approach. IEEE Trans. Cybern. Zhixu Du, Hao Zhang, Zhuping Wang, Huaicheng Yan
2025	J	`jnl`	Safe Trajectory Generation for Nonholonomic Multi-Robot Systems: A Compensation-Based MPC Approach. IEEE Trans Autom. Sci. Eng. Zhixu Du, Hao Zhang, Peiyu Cui, Zhuping Wang, Huaicheng Yan
2024	J	`jnl`	A Survey: Collaborative Hardware and Software Design in the Era of Large Language Models. CoRR 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
2024	A*	`conf`	FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models. ICML Jingwei Sun, Ziyue Xu, Hongxu Yin, Dong Yang, Daguang Xu, Yudong Liu, Zhixu Du, Yiran Chen, Holger R. Roth
2024	J	`jnl`	Knowledge Graph Tuning: Real-time Large Language Model Personalization based on Human Feedback. CoRR Jingwei Sun, Zhixu Du, Yiran Chen
2024	J	`jnl`	Model Predictive Formation Tracking-Containment Control for Multi-UAVs With Obstacle Avoidance. IEEE Trans. Syst. Man Cybern. Syst. Zhixu Du, Hao Zhang, Zhuping Wang, Huaicheng Yan
2024	B	`conf`	PlugVFL: Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. IEEE Big Data Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2024	—	`conf`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. MLSys Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai Li, Yiran Chen
2023	A	`conf`	Invited Paper: Towards the Efficiency, Heterogeneity, and Robustness of Edge AI. ICCAD Bokyung Kim, Zhixu Du, Jingwei Sun, Yiran Chen
2023	J	`jnl`	Neuroadaptive Performance Guaranteed Control for Multiagent Systems With Power Integrators and Unknown Measurement Sensitivity. IEEE Trans. Neural Networks Learn. Syst. Hongjing Liang, Zhixu Du, Tingwen Huang, Yingnan Pan
2023	J	`jnl`	Robust and IP-Protecting Vertical Federated Learning against Unexpected Quitting of Parties. CoRR Jingwei Sun, Zhixu Du, Anna Dai, Saleh Baghersalimi, Alireza Amirshahi, David Atienza, Yiran Chen
2023	J	`jnl`	SiDA: Sparsity-Inspired Data-Aware Serving for Efficient and Scalable Large Mixture-of-Experts Models. CoRR Zhixu Du, Shiyu Li, Yuhao Wu, Xiangyu Jiang, Jingwei Sun, Qilin Zheng, Yongkai Wu, Ang Li, Hai (Helen) Li, Yiran Chen
2022	J	`jnl`	Adaptive Fuzzy Control for Multi-Agent Systems With Unknown Measurement Sensitivity via a Simplified Backstepping Approach. IEEE Trans. Circuits Syst. II Express Briefs Zhixu Du, Hongjing Liang, Choon Ki Ahn
2022	J	`jnl`	Improved Input Reprogramming for GAN Conditioning. CoRR Tuan Dinh, Daewon Seo, Zhixu Du, Liang Shang, Kangwook Lee
2022	—	`conf`	Next Generation Federated Learning for Edge Devices: An Overview. CIC Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen
2022	J	`jnl`	Rethinking Normalization Methods in Federated Learning. CoRR Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen
2021	J	`jnl`	Structure-Driven Unsupervised Domain Adaptation for Cross-Modality Cardiac Segmentation. IEEE Trans. Medical Imaging Zhiming Cui, Changjian Li, Zhixu Du, Nenglun Chen, Guodong Wei, Runnan Chen, Lei Yang, Dinggang Shen, Wenping Wang