Menghan Yu

According to our database, Menghan Yu authored at least 12 papers between 2022 and 2025.

Collaborative distances:

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

2025

BootSeer: Analyzing and Mitigating Initialization Bottlenecks in Large-Scale LLM Training.

Rui Li, Xiaoyun Zhi, Jinxin Chi, Menghan Yu, Lixin Huang, Jia Zhu, Weilun Zhang, Xing Ma, Wenjia Liu, Zhicheng Zhu, Daowen Luo, Zuquan Song, Xin Yin, Chao Xiang, Shuguang Wang, Wencong Xiao, Gene Cooperman

CoRR, July, 2025

SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding.

Ziyi Zhang, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Henry Hoffmann, Xin Liu

CoRR, June, 2025

Understanding Stragglers in Large Model Training Using What-if Analysis.

Jinkun Lin, Ziheng Jiang, Zuquan Song, Sida Zhao, Menghan Yu, Zhanghan Wang, Chenyuan Wang, Zuocheng Shi, Xiang Shi, Wei Jia, Zherui Liu, Shuguang Wang, Haibin Lin, Xin Liu, Aurojit Panda, Jinyang Li

Proceedings of the 19th USENIX Symposium on Operating Systems Design and Implementation, 2025

ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development.

Borui Wan, Mingji Han, Yiyao Sheng, Yanghua Peng, Haibin Lin, Mofan Zhang, Zhichao Lai, Menghan Yu, Junda Zhang, Zuquan Song, Xin Liu, Chuan Wu

Proceedings of the 22nd USENIX Symposium on Networked Systems Design and Implementation, 2025

AI Agent Based Autonomous Cognitive Architecture for 6G Core Network.

Menghan Yu, Yanxia Xing, Xu Xia, Jing Jia

Proceedings of the International Wireless Communications and Mobile Computing, 2025

A network architecture for 5G and 6G satellites based on Integrated access and backhaul.

Jing Jia, Heng Wang, Xu Xia, Menghan Yu

Proceedings of the International Wireless Communications and Mobile Computing, 2025

2024

Multi-Head DNN-Based Federated Learning for RSRP Prediction in 6G Wireless Communication.

Menghan Yu, Xiong Xiong, Zhen Li, Xu Xia

IEEE Access, 2024

Research on Key Technologies of 6G Network Architecture.

Yanxia Xing, Jianfeng Zhou, Pengyu Li, Menghan Yu

Proceedings of the International Wireless Communications and Mobile Computing, 2024

Data Characteristics Descriptor Based Model Transfer Architecture in 5G Core Network.

Menghan Yu, Pengyu Li, Yanxia Xing, Dong Wang

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2024

2023

How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound.

Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning

Proceedings of the Simulation and Synthesis in Medical Imaging, 2023

A Method to Improve the Performance of Network Data Analytics Function Based on Transfer Learning.

Menghan Yu, Pengyu Li, Yanxia Xing, Yang Liu

Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting, 2023

2022

HY-1C/D Reveals the Chlorophyll-a Concentration Distribution Details in the Intensive Islands' Waters and Its Consistency with the Distribution of Fish Spawning Ground.

Lina Cai, Menghan Yu, Xiaojun Yan, Yongdong Zhou, Songyu Chen

Remote. Sens., 2022