Menghan Yu

17 papers A* 2B 3Misc 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2026 — conf
SwiftSpec: Disaggregated Speculative Decoding and Fused Kernels for Low-Latency LLM Inference.
ASPLOS (2)
Ziyi Zhang, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Xin Liu, Henry Hoffmann
2025 B conf
A network architecture for 5G and 6G satellites based on Integrated access and backhaul.
IWCMC
Jing Jia, Heng Wang, Xu Xia, Menghan Yu
2025 B conf
AI Agent Based Autonomous Cognitive Architecture for 6G Core Network.
IWCMC
Menghan Yu, Yanxia Xing, Xu Xia, Jing Jia
2025 J jnl
BootSeer: Analyzing and Mitigating Initialization Bottlenecks in Large-Scale LLM Training.
CoRR
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
2025 Misc conf
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development.
NSDI
Borui Wan, Mingji Han, Yiyao Sheng, Yanghua Peng, Haibin Lin, Mofan Zhang, Zhichao Lai, Menghan Yu, Junda Zhang, Zuquan Song, Xin Liu, Chuan Wu
2025 A* conf
Robust LLM Training Infrastructure at ByteDance.
SOSP
Borui Wan, Gaohong Liu, Zuquan Song, Jun Wang, Yun Zhang, Guangming Sheng, Shuguang Wang, Houmin Wei, Chenyuan Wang, Weiqiang Lou, Xi Yang, Mofan Zhang, Kaihua Jiang, Cheng Ren, Xiaoyun Zhi, Menghan Yu, Zhe Nan, Zhuolin Zheng, Baoquan Zhong, Qinlong Wang, Huan Yu, Jinxin Chi, Wang Zhang, Yuhan Li, Zixian Du, Sida Zhao, Yongqiang Zhang, Jingzhe Tang, Zherui Liu, Chuan Wu, Yanghua Peng, Haibin Lin, Wencong Xiao, Xin Liu, Liang Xiang
2025 J jnl
Robust LLM Training Infrastructure at ByteDance.
CoRR
Borui Wan, Gaohong Liu, Zuquan Song, Jun Wang, Yun Zhang, Guangming Sheng, Shuguang Wang, Houmin Wei, Chenyuan Wang, Weiqiang Lou, Xi Yang, Mofan Zhang, Kaihua Jiang, Cheng Ren, Xiaoyun Zhi, Menghan Yu, Zhe Nan, Zhuolin Zheng, Baoquan Zhong, Qinlong Wang, Huan Yu, Jinxin Chi, Wang Zhang, Yuhan Li, Zixian Du, Sida Zhao, Yongqiang Zhang, Jingzhe Tang, Zherui Liu, Chuan Wu, Yanghua Peng, Haibin Lin, Wencong Xiao, Xin Liu, Liang Xiang
2025 J jnl
SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding.
CoRR
Ziyi Zhang, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Henry Hoffmann, Xin Liu
2025 A* conf
Understanding Stragglers in Large Model Training Using What-if Analysis.
OSDI
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
2025 J jnl
Understanding Stragglers in Large Model Training Using What-if Analysis.
CoRR
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
2024 — conf
Data Characteristics Descriptor Based Model Transfer Architecture in 5G Core Network.
BMSB
Menghan Yu, Pengyu Li, Yanxia Xing, Dong Wang
2024 J jnl
Multi-Head DNN-Based Federated Learning for RSRP Prediction in 6G Wireless Communication.
IEEE Access
Menghan Yu, Xiong Xiong, Zhen Li, Xu Xia
2024 B conf
Research on Key Technologies of 6G Network Architecture.
IWCMC
Yanxia Xing, Jianfeng Zhou, Pengyu Li, Menghan Yu
2023 — conf
A Method to Improve the Performance of Network Data Analytics Function Based on Transfer Learning.
BMSB
Menghan Yu, Pengyu Li, Yanxia Xing, Yang Liu
2023 — conf
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound.
SASHIMI@MICCAI
Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning
2023 J jnl
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound.
CoRR
Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning
2022 J jnl
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.
Remote. Sens.
Lina Cai, Menghan Yu, Xiaojun Yan, Yongdong Zhou, Songyu Chen