Xiaowen Chu
Hong Kong Baptist University
H-index: 59
Asia-Hong Kong
Top articles of Xiaowen Chu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation | arXiv preprint arXiv:2402.10631 | Dayou Du Yijia Zhang Shijie Cao Jiaqi Guo Ting Cao | 2024/2/16 |
ScheMoE: An Extensible Mixture-of-Experts Distributed Training System with Tasks Scheduling | Shaohuai Shi Xinglin Pan Qiang Wang Chengjian Liu Xiaozhe Ren | 2024/4/22 | |
Vmrnn: Integrating vision mamba and lstm for efficient and accurate spatiotemporal forecasting | arXiv preprint arXiv:2403.16536 | Yujin Tang Peijie Dong Zhenheng Tang Xiaowen Chu Junwei Liang | 2024/3/25 |
FedImpro: Measuring and Improving Client Update in Federated Learning | arXiv preprint arXiv:2402.07011 | Zhenheng Tang Yonggang Zhang Shaohuai Shi Xinmei Tian Tongliang Liu | 2024/2/10 |
CF-NeRF: Camera Parameter Free Neural Radiance Fields with Incremental Learning | Proceedings of the AAAI Conference on Artificial Intelligence | Qingsong Yan Qiang Wang Kaiyong Zhao Jie Chen Bo Li | 2024/3/24 |
ParZC: Parametric Zero-Cost Proxies for Efficient NAS | arXiv preprint arXiv:2402.02105 | Peijie Dong Lujun Li Xinglin Pan Zimian Wei Xiang Liu | 2024/2/3 |
Multipath Based Congestion Propagation via Information Network Interaction in IIoT | IEEE Transactions on Industrial Informatics | Ruonan Li Yang Qin Jie Liu Xiaowen Chu Jinlong Li | 2024/3/18 |
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey | Dayou Du Gu Gong Xiaowen Chu | 2024/5/1 | |
Towards Efficient and Reliable LLM Serving: A Real-World Workload Study | arXiv preprint arXiv:2401.17644 | Yuxin Wang Yuhan Chen Zeyu Li Zhenheng Tang Rui Guo | 2024/1/31 |
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture | arXiv preprint arXiv:2402.13499 | Weile Luo Ruibo Fan Zeyu Li Dayou Du Qiang Wang | 2024/2/21 |
DTC-SpMM: Bridging the Gap in Accelerating General Sparse Matrix Multiplication with Tensor Cores | Ruibo Fan Wei Wang Xiaowen Chu | 2024/4/27 | |
Evaluation and optimization of gradient compression for distributed deep learning | Lin Zhang Longteng Zhang Shaohuai Shi Xiaowen Chu Bo Li | 2023/7/18 | |
FedML Parrot: A scalable federated learning system via heterogeneity-aware scheduling on sequential and hierarchical training | arXiv preprint arXiv:2303.01778 | Zhenheng Tang Xiaowen Chu Ryan Yide Ran Sunwoo Lee Shaohuai Shi | 2023/3/3 |
All for One and One for All: A Collaborative FL Framework for Generic Federated Learning with Personalized Plug-ins | Lei Shen Zhenheng Tang Lijun Wu Yonggang Zhang Xiaowen Chu | 2023/10/13 | |
LF-Net: A Learning-based Frenet Planning Approach for Urban Autonomous Driving | IEEE Transactions on Intelligent Vehicles | Zihan Yu Meixin Zhu Kehua Chen Xiaowen Chu Xuesong Wang | 2023/11/15 |
Dear: accelerating distributed deep learning with fine-grained all-reduce pipelining | Lin Zhang Shaohuai Shi Xiaowen Chu Wei Wang Bo Li | 2023/7/18 | |
GossipFL: A Decentralized Federated Learning Framework with Sparsified and Adaptive Communication | IEEE Transactions on Parallel and Distributed Systems | Zhenheng Tang Shaohuai Shi Bo Li Xiaowen Chu | 2022/12/21 |
FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs | arXiv preprint arXiv:2309.01172 | Zhenheng Tang Yuxin Wang Xin He Longteng Zhang Xinglin Pan | 2023/9/3 |
Dissecting the Runtime Performance of the Training, Fine-tuning, and Inference of Large Language Models | arXiv preprint arXiv:2311.03687 | Longteng Zhang Xiang Liu Zeyu Li Xinglin Pan Peijie Dong | 2023/11/7 |
Improving Fairness in Coexisting 5G and Wi-Fi Network on Unlicensed Band with URLLC | Haodong Zou Yupeng Li Xiaowen Chu Changfu Xu Tian Wang | 2023/6/19 |
Co-Authors
