Xin He - RankMe

22 papers A* 3B 1Journal 14Unranked 4

Year	Rank	Type	Title / Venue / Authors
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`	Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework. CoRR Xin He, Liangliang You, Hongduan Tian, Bo Han, Ivor W. Tsang, Yew-Soon Ong
2025	J	`jnl`	RouteMark: A Fingerprint for Intellectual Property Attribution in Routing-based Model Merging. CoRR Xin He, Junxi Shen, Zhenheng Tang, Xiaowen Chu, Bo Li, Ivor W. Tsang, Yew-Soon Ong
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
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`	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	—	`conf`	EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs. ECCV (16) Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu
2022	—	`conf`	Evolutionary Multi-objective Architecture Search Framework: Application to COVID-19 3D CT Classification. MICCAI (1) Xin He, Guohao Ying, Jiyong Zhang, Xiaowen Chu
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	A*	`conf`	Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. ICML Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu
2022	J	`jnl`	Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning. CoRR Zhenheng Tang, Yonggang Zhang, Shaohuai Shi, Xin He, Bo Han, Xiaowen Chu
2021	J	`jnl`	AutoML: A survey of the state-of-the-art. Knowl. Based Syst. Xin He, Kaiyong Zhao, Xiaowen Chu
2021	J	`jnl`	Automated Model Design and Benchmarking of 3D Deep Learning Models for COVID-19 Detection with Chest CT Scans. CoRR Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding
2021	A*	`conf`	Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans. AAAI Xin He, Shihao Wang, Xiaowen Chu, Shaohuai Shi, Jiangping Tang, Xin Liu, Chenggang Yan, Jiyong Zhang, Guiguang Ding
2021	J	`jnl`	EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs. CoRR Guohao Ying, Xin He, Bin Gao, Bo Han, Xiaowen Chu
2021	J	`jnl`	Efficient Multi-objective Evolutionary 3D Neural Architecture Search for COVID-19 Detection with Chest CT Scans. CoRR Xin He, Shihao Wang, Guohao Ying, Jiyong Zhang, 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
2019	J	`jnl`	AutoML: A Survey of the State-of-the-Art. CoRR Xin He, Kaiyong Zhao, 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