Yuxin Wang - RankMe

32 papers A* 2A 2B 3Misc 1Journal 19Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the Spectral Flattening of Quantized Embeddings. CoRR Junlin Huang, Wenyi Fang, Zhenheng Tang, Yuxin Wang, Xueze Kang, Yang Zheng, Bo Li, Xiaowen Chu
2025	—	`conf`	BurstGPT: A Real-World Workload Dataset to Optimize LLM Serving Systems. KDD (2) Yuxin Wang, Yuhan Chen, Zeyu Li, Xueze Kang, Yuchu Fang, Yeju Zhou, Yang Zheng, Zhenheng Tang, Xin He, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2025	J	`jnl`	DreamDDP: Accelerating Data Parallel Distributed LLM Training with Layer-wise Scheduled Partial Synchronization. CoRR Zhenheng Tang, Zichen Tang, Junlin Huang, Xinglin Pan, Rudan Yan, Yuxin Wang, Amelie Chi Zhou, Shaohuai Shi, Xiaowen Chu, Bo Li
2025	J	`jnl`	Efficient MoE Inference with Fine-Grained Scheduling of Disaggregated Expert Parallelism. CoRR Xinglin Pan, Shaohuai Shi, Wenxiang Lin, Yuxin Wang, Zhenheng Tang, Wei Wang, Xiaowen Chu
2025	J	`jnl`	ElasWave: An Elastic-Native System for Scalable Hybrid-Parallel Training. CoRR Xueze Kang, Guangyu Xiang, Yuxin Wang, Hao Zhang, Yuchu Fang, Yuhang Zhou, Zhenheng Tang, Youhui Lv, Eliran Maman, Mark Wasserman, Alon Zameret, Zhipeng Bian, Shushu Chen, Zhiyou Yu, Jin Wang, Xiaoyu Wu, Yang Zheng, Chen Tian, Xiaowen Chu
2025	J	`jnl`	Reasoning Language Model Inference Serving Unveiled: An Empirical Study. CoRR Qi Li, Junpan Wu, Xiang Liu, Yuxin Wang, Zeyu Li, Zhenheng Tang, Yuhan Chen, Shaohuai Shi, Xiaowen Chu
2024	B	`conf`	Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. ICPP Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024	J	`jnl`	Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning. CoRR Zichen Tang, Junlin Huang, Rudan Yan, Yuxin Wang, Zhenheng Tang, Shaohuai Shi, Amelie Chi Zhou, Xiaowen Chu
2024	J	`jnl`	ExpertFlow: Optimized Expert Activation and Token Allocation for Efficient Mixture-of-Experts Inference. CoRR Xin He, Shunkang Zhang, Yuxin Wang, Haiyan Yin, Zihao Zeng, Shaohuai Shi, Zhenheng Tang, Xiaowen Chu, Ivor W. Tsang, Yew-Soon Ong
2024	J	`jnl`	FusionLLM: A Decentralized LLM Training System on Geo-distributed GPUs with Adaptive Compression. CoRR Zhenheng Tang, Xueze Kang, Yiming Yin, Xinglin Pan, Yuxin Wang, Xin He, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Amelie Chi Zhou, Bo Li, Bingsheng He, Xiaowen Chu
2024	B	`conf`	Peering the Edge: Enabling Low-Latency Interdomain Edge Communication via Collaborative Transmission. IWQoS Yuxin Wang, Haoyu Liu, Haohao Song, Siyong Huang, Shaoxiang Qin, Yutong Liu, Qiao Xiang, Linghe Kong, Geng Li, Jiwu Shu, Xue Liu
2024	J	`jnl`	Towards Efficient and Reliable LLM Serving: A Real-World Workload Study. CoRR Yuxin Wang, Yuhan Chen, Zeyu Li, Zhenheng Tang, Rui Guo, Xin Wang, Qiang Wang, Amelie Chi Zhou, Xiaowen Chu
2023	A*	`conf`	Beyond a Centralized Verifier: Scaling Data Plane Checking via Distributed, On-Device Verification. SIGCOMM Qiao Xiang, Chenyang Huang, Ridi Wen, Yuxin Wang, Xiwen Fan, Zaoxing Liu, Linghe Kong, Dennis Duan, Franck Le, Wei Sun
2023	J	`jnl`	FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training. CoRR Zhenheng Tang, Xiaowen Chu, Ryan Yide Ran, Sunwoo Lee, Shaohuai Shi, Yonggang Zhang, Yuxin Wang, Alex Qiaozhong Liang, Salman Avestimehr, Chaoyang He
2023	J	`jnl`	FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs. CoRR Zhenheng Tang, Yuxin Wang, Xin He, Longteng Zhang, Xinglin Pan, Qiang Wang, Rongfei Zeng, Kaiyong Zhao, Shaohuai Shi, Bingsheng He, Xiaowen Chu
2023	A	`conf`	More Than Capacity: Performance-oriented Evolution of Pangu in Alibaba. FAST Qiang Li, Qiao Xiang, Yuxin Wang, Haohao Song, Ridi Wen, Wenhui Yao, Yuanyuan Dong, Shuqi Zhao, Shuo Huang, Zhaosheng Zhu, Huayong Wang, Shanyang Liu, Lulu Chen, Zhiwu Wu, Haonan Qiu, Derui Liu, Gexiao Tian, Chao Han, Shaozong Liu, Yaohui Wu, Zicheng Luo, Yuchao Shao, Junping Wu, Zheng Cao, Zhongjie Wu, Jiaji Zhu, Jinbo Wu, Jiwu Shu, Jiesheng Wu
2023	A*	`conf`	NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. AAAI Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu
2023	J	`jnl`	Reliable and Efficient In-Memory Fault Tolerance of Large Language Model Pretraining. CoRR Yuxin Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Xinglin Pan, Yang Zheng, Xiaoyu Wu, Amelie Chi Zhou, Bingsheng He, Xiaowen Chu
2022	J	`jnl`	Energy-Efficient Online Scheduling of Transformer Inference Services on GPU Servers. IEEE Trans. Green Commun. Netw. Yuxin Wang, Qiang Wang, Xiaowen Chu
2022	J	`jnl`	Lamda: The Last Mile of the Datacenter Network Does matter. CoRR Qiang Li, Qiao Xiang, Derui Liu, Yuxin Wang, Haonan Qiu, Gexiao Tian, Xiaoliang Wang, Lulu Chen, Ridi Wen, Jianbo Dong, Yuanyuan Gong, Yixiao Gao, Haohao Song, Zhiwu Wu, Shaozong Liu, Zicheng Luo, Yuchao Shao, Yaohui Wu, Chao Han, Chen Tian, Zhongjie Wu, Zheng Cao, Jinbo Wu, Jiwu Shu, Jiesheng Wu
2022	J	`jnl`	NAS-LID: Efficient Neural Architecture Search with Local Intrinsic Dimension. CoRR Xin He, Jiangchao Yao, Yuxin Wang, Zhenheng Tang, Ka Chun Cheung, Simon See, Bo Han, Xiaowen Chu
2022	Misc	`conf`	Network can check itself: scaling data plane checking via distributed, on-device verification. HotNets Qiao Xiang, Ridi Wen, Chenyang Huang, Yuxin Wang, Franck Le
2022	—	`conf`	Toward low-latency end-to-end communication in 5G using interdomain edge peering. NAI@SIGCOMM Yuxin Wang, Qiao Xiang, Jiwu Shu, Geng Li, Linghe Kong
2020	J	`jnl`	A Survey of Deep Learning Techniques for Neural Machine Translation. CoRR Shuoheng Yang, Yuxin Wang, Xiaowen Chu
2020	B	`conf`	Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training. CCGRID Yuxin Wang, Qiang Wang, Shaohuai Shi, Xin He, Zhenheng Tang, Kaiyong Zhao, Xiaowen Chu
2020	—	`conf`	Energy-efficient Inference Service of Transformer-based Deep Learning Models on GPUs. iThings/GreenCom/CPSCom/SmartData/Cybermatics Yuxin Wang, Qiang Wang, Xiaowen Chu
2019	A	`conf`	A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. ICDCS Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu
2019	J	`jnl`	A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks. CoRR Shaohuai Shi, Qiang Wang, Kaiyong Zhao, Zhenheng Tang, Yuxin Wang, Xiang Huang, Xiaowen Chu
2019	—	`conf`	Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. IEEE BigData Xin He, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang
2019	J	`jnl`	Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models. CoRR Xin He, Shihao Wang, Shaohuai Shi, Zhenheng Tang, Yuxin Wang, Zhihao Zhao, Jing Dai, Ronghao Ni, Xiaofeng Zhang, Xiaoming Liu, Zhili Wu, Wu Yu, Xiaowen Chu
2019	—	`conf`	The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. e-Energy Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu
2019	J	`jnl`	The Impact of GPU DVFS on the Energy and Performance of Deep Learning: an Empirical Study. CoRR Zhenheng Tang, Yuxin Wang, Qiang Wang, Xiaowen Chu