Shiyi Cao

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

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Publications

Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. OSDI (2024)
Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia
Optimizing LLM Queries in Relational Workloads. CoRR (2024)
Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica
Fairness in Serving Large Language Models. CoRR (2024)
Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism. CoRR (2024)
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica
SLoRA: Scalable Serving of Thousands of LoRA Adapters. MLSys (2024)
Ling Yang, Zhaochen Yu, Tianjun Zhang, Shiyi Cao, Minkai Xu, Wentao Zhang, Joseph E. Gonzalez, Bin Cui
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models. CoRR (2024)
Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Jeff Huang, Chuyue Sun, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark W. Barrett, Ying Sheng
Efficiently Programming Large Language Models using SGLang. CoRR (2023)
Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica
S-LoRA: Serving Thousands of Concurrent LoRA Adapters. CoRR (2023)
Shiyi Cao, Xijun Hu, Yezi Wang, Cunyou Chen, Dong Xu, Tingting Bai
Understanding Spatial-Temporal Interactions of Ecosystem Services and Their Drivers in a Multi-Scale Perspective of Miluo Using Multi-Source Remote Sensing Data. Remote. Sens. 15 (14) (2023)
Yanze Wang, Tianyu Gao, Yaping Liu, Tao Xu, Wenbo Yu, Zhiqun Yang, Qiang Guo, Rui Zhou, Shiyi Cao, Xinhua Xiao, Lin Zhang
Novel Mirror-flipped Mode Permutation Technique for Long-haul Mode-division Multiplexing Transmissions. OFC (2022)
Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen
LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. ICWS (2022)
Linbo Yang, Zhiqun Yang, Tao Xu, Lijie Hou, Rui Zhou, Lin Gan, Shiyi Cao, Xinhua Xiao, Lin Zhang
Low-loss Mode Field Adapter Using Reverse Tapering for Fundamental Mode Transmission over MMFs. OFC (2022)
Shiyi Cao, Salvatore Di Girolamo, Torsten Hoefler
Accelerating Data Serialization/Deserialization Protocols with In-Network Compute. ExaMPI@SC (2022)
Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen
AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management. ICPP (2019)
Liangjia Zong, Han Zhao, Zhiyong Feng, Shiyi Cao
Demonstration of ultra-compact contentionless-ROADM based on flexible wavelength router. ECOC (2014)
Shiyi Cao, Feng Wang, Wilson Tam, Lap Ah Tse, Jean Hee Kim, Junan Liu, Zuxun Lu
A hybrid seasonal prediction model for tuberculosis incidence in China. BMC Medical Informatics Decis. Mak. 13 (2013)
Bo Wu, Shaofeng Qiu, Zhiyong Feng, Shiyi Cao, Han Zhao, Junling Xiang, Chiwu Ding, Gordon Ning Liu, Ning Deng, Qianjin Xiong
Green and agile petabit optical sub-wavelength switching prototype for the future OTN multi-chassis switch cluster. OFC/NFOEC (2013)