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2020 – today
- 2025
[c8]Jing Jia, Heng Wang, Xu Xia, Menghan Yu:
A network architecture for 5G and 6G satellites based on Integrated access and backhaul. IWCMC 2025: 144-148- [c7]Menghan Yu, Yanxia Xing, Xu Xia, Jing Jia:
AI Agent Based Autonomous Cognitive Architecture for 6G Core Network. IWCMC 2025: 538-542 - [c6]Borui Wan, Mingji Han, Yiyao Sheng, Yanghua Peng, Haibin Lin, Mofan Zhang, Zhichao Lai, Menghan Yu, Junda Zhang, Zuquan Song, Xin Liu, Chuan Wu:
ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development. NSDI 2025: 559-578 - [c5]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:
Understanding Stragglers in Large Model Training Using What-if Analysis. OSDI 2025: 483-498 - [i4]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:
Understanding Stragglers in Large Model Training Using What-if Analysis. CoRR abs/2505.05713 (2025) - [i3]Ziyi Zhang, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Henry Hoffmann, Xin Liu:
SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding. CoRR abs/2506.11309 (2025) - [i2]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:
BootSeer: Analyzing and Mitigating Initialization Bottlenecks in Large-Scale LLM Training. CoRR abs/2507.12619 (2025) - 2024
- [j2]Menghan Yu
, Xiong Xiong, Zhen Li, Xu Xia:
Multi-Head DNN-Based Federated Learning for RSRP Prediction in 6G Wireless Communication. IEEE Access 12: 97533-97543 (2024) - [c4]Menghan Yu, Pengyu Li, Yanxia Xing, Dong Wang:
Data Characteristics Descriptor Based Model Transfer Architecture in 5G Core Network. BMSB 2024: 1-6 - [c3]Yanxia Xing, Jianfeng Zhou, Pengyu Li, Menghan Yu:
Research on Key Technologies of 6G Network Architecture. IWCMC 2024: 451-455 - 2023
- [c2]Menghan Yu, Pengyu Li, Yanxia Xing, Yang Liu:
A Method to Improve the Performance of Network Data Analytics Function Based on Transfer Learning. BMSB 2023: 1-5 - [c1]Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning:
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound. SASHIMI@MICCAI 2023: 75-85 - [i1]Menghan Yu, Sourabh Kulhare, Courosh Mehanian, Charles B. Delahunt, Daniel E. Shea, Zohreh Laverriere, Ishan Shah, Matthew P. Horning:
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound. CoRR abs/2310.03608 (2023) - 2022
- [j1]Lina Cai, Menghan Yu, Xiaojun Yan, Yongdong Zhou, Songyu Chen:
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. 14(17): 4270 (2022)
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