Zhenghang Ren

15 papers A* 7Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Analyzing Communication Predictability in LLM Training.
CoRR
Wenxue Li, Xiangzhou Liu, Yuxuan Li, Yilun Jin, Zhenghang Ren, Xudong Liao, Han Tian, Bo Ren, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025 A* conf
Coflow Scheduling for LLM Training.
SIGCOMM
Xinchen Wan, Xinyu Yang, Kaiqiang Xu, Xudong Liao, Yilun Jin, Yijun Sun, Zhenghang Ren, Han Tian, Kai Chen
2025 — conf
Congestion Control for AI Workloads with Message-Level Signaling.
APNet
Yuxuan Li, Zhenghang Ren, Wenxue Li, Xiangzhou Liu, Kai Chen
2025 — conf
Design and Operation of Shared Machine Learning Clusters on Campus.
ASPLOS (1)
Kaiqiang Xu, Decang Sun, Hao Wang, Zhenghang Ren, Xinchen Wan, Xudong Liao, Zilong Wang, Junxue Zhang, Kai Chen
2025 A* conf
Enabling Efficient GPU Communication over Multiple NICs with FuseLink.
OSDI
Zhenghang Ren, Yuxuan Li, Zilong Wang, Xinyang Huang, Wenxue Li, Kaiqiang Xu, Xudong Liao, Yijun Sun, Bowen Liu, Han Tian, Junxue Zhang, Mingfei Wang, Zhizhen Zhong, Guyue Liu, Ying Zhang, Kai Chen
2025 A* conf
MixNet: A Runtime Reconfigurable Optical-Electrical Fabric for Distributed Mixture-of-Experts Training.
SIGCOMM
Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2025 A* conf
Revisiting RDMA Reliability for Lossy Fabrics.
SIGCOMM
Wenxue Li, Xiangzhou Liu, Yunxuan Zhang, Zihao Wang, Wei Gu, Tao Qian, Gaoxiong Zeng, Shoushou Ren, Xinyang Huang, Zhenghang Ren, Bowen Liu, Junxue Zhang, Kai Chen, Bingyang Liu
2025 J jnl
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training.
CoRR
Xudong Liao, Yijun Sun, Han Tian, Xinchen Wan, Yilun Jin, Zilong Wang, Zhenghang Ren, Xinyang Huang, Wenxue Li, Kin Fai Tse, Zhizhen Zhong, Guyue Liu, Ying Zhang, Xiaofeng Ye, Yiming Zhang, Kai Chen
2024 A* conf
Accelerating Secure Collaborative Machine Learning with Protocol-Aware RDMA.
USENIX Security Symposium
Zhenghang Ren, Mingxuan Fan, Zilong Wang, Junxue Zhang, Chaoliang Zeng, Zhicong Huang, Cheng Hong, Kai Chen
2023 A* conf
Communication Efficient Secret Sharing with Dynamic Communication-Computation Conversion.
INFOCOM
Zhenghang Ren, Xiaodian Cheng, Mingxuan Fan, Junxue Zhang, Cheng Hong
2023 J jnl
VERTICES: Efficient Two-Party Vertical Federated Linear Model with TTP-aided Secret Sharing.
CoRR
Mingxuan Fan, Yilun Jin, Liu Yang, Zhenghang Ren, Kai Chen
2022 J jnl
Improving Availability of Vertical Federated Learning: Relaxing Inference on Non-overlapping Data.
ACM Trans. Intell. Syst. Technol.
Zhenghang Ren, Liu Yang, Kai Chen
2022 A* conf
Sphinx: Enabling Privacy-Preserving Online Learning over the Cloud.
SP
Han Tian, Chaoliang Zeng, Zhenghang Ren, Di Chai, Junxue Zhang, Kai Chen, Qiang Yang
2021 J jnl
Secure Machine Learning over Relational Data.
CoRR
Qiyao Luo, Yilei Wang, Zhenghang Ren, Ke Yi, Kai Chen, Xiao Wang
2021 J jnl
TACC: A Full-stack Cloud Computing Infrastructure for Machine Learning Tasks.
CoRR
Kaiqiang Xu, Xinchen Wan, Hao Wang, Zhenghang Ren, Xudong Liao, Decang Sun, Chaoliang Zeng, Kai Chen