Green and agile petabit optical sub-wavelength switching prototype for the future OTN multi-chassis switch cluster. - Bo Wu; Shaofeng Qiu; Zhiyong Feng; Shiyi Cao; Han Zhao; Junling Xiang; Chiwu Ding; Gordon Ning Liu; Ning Deng 007; Qianjin Xiong (OFC/NFOEC, 2013)

A hybrid seasonal prediction model for tuberculosis incidence in China. - Shiyi Cao; Feng Wang 041; Wilson Tam; Lap Ah Tse; Jean Hee Kim; Junan Liu; Zuxun Lu (BMC Medical Informatics Decis. Mak., 2013)

Demonstration of ultra-compact contentionless-ROADM based on flexible wavelength router. - Liangjia Zong; Han Zhao; Zhiyong Feng; Shiyi Cao (ECOC, 2014)

AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management. - Shiyi Cao; Yuanning Gao; Xiaofeng Gao 001; Guihai Chen (ICPP, 2019)

Accelerating Data Serialization/Deserialization Protocols with In-Network Compute. - Shiyi Cao; Salvatore Di Girolamo; Torsten Hoefler (ExaMPI@SC, 2022)

LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. - Xiuqi Huang; Shiyi Cao; Yuanning Gao; Xiaofeng Gao 001; Guihai Chen (ICWS, 2022)

Novel Mirror-flipped Mode Permutation Technique for Long-haul Mode-division Multiplexing Transmissions. - Yanze Wang; Tianyu Gao; Yaping Liu; Tao Xu; Wenbo Yu; Zhiqun Yang; Qiang Guo; Rui Zhou; Shiyi Cao; Xinhua Xiao; Lin Zhang (OFC, 2022)

Low-loss Mode Field Adapter Using Reverse Tapering for Fundamental Mode Transmission over MMFs. - Linbo Yang; Zhiqun Yang; Tao Xu; Lijie Hou; Rui Zhou; Lin Gan; Shiyi Cao; Xinhua Xiao; Lin Zhang (OFC, 2022)

S-LoRA: Serving Thousands of Concurrent LoRA Adapters. - Ying Sheng 007; Shiyi Cao; Dacheng Li; Coleman Hooper; Nicholas Lee; Shuo Yang; Christopher Chou; Banghua Zhu; Lianmin Zheng; Kurt Keutzer; Joseph E. Gonzalez; Ion Stoica (CoRR, 2023)

Efficiently Programming Large Language Models using SGLang. - Lianmin Zheng; Liangsheng Yin; Zhiqiang Xie; Jeff Huang 001; Chuyue Sun; Cody Hao Yu; Shiyi Cao; Christos Kozyrakis; Ion Stoica; Joseph E. Gonzalez; Clark W. Barrett; Ying Sheng 007 (CoRR, 2023)

Understanding Spatial-Temporal Interactions of Ecosystem Services and Their Drivers in a Multi-Scale Perspective of Miluo Using Multi-Source Remote Sensing Data. - Shiyi Cao; Xijun Hu; Yezi Wang; Cunyou Chen; Dong Xu 017; Tingting Bai (Remote. Sens., 2023)

SLoRA: Scalable Serving of Thousands of LoRA Adapters. - Ying Sheng 007; Shiyi Cao; Dacheng Li; Coleman Hooper; Nicholas Lee; Shuo Yang; Christopher Chou; Banghua Zhu; Lianmin Zheng; Kurt Keutzer; Joseph Gonzalez 001; Ion Stoica (MLSys, 2024)

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models. - Ling Yang 006; Zhaochen Yu; Tianjun Zhang; Shiyi Cao; Minkai Xu; Wentao Zhang 001; Joseph E. Gonzalez; Bin Cui 001 (NeurIPS, 2024)

SGLang: Efficient Execution of Structured Language Model Programs. - Lianmin Zheng; Liangsheng Yin; Zhiqiang Xie; Chuyue Sun; Jeff Huang 001; Cody Hao Yu; Shiyi Cao; Christos Kozyrakis; Ion Stoica; Joseph E. Gonzalez; Clark W. Barrett; Ying Sheng 007 (NeurIPS, 2024)

Fairness in Serving Large Language Models. - Ying Sheng 007; Shiyi Cao; Dacheng Li; Banghua Zhu; Zhuohan Li 001; Danyang Zhuo; Joseph E. Gonzalez; Ion Stoica (OSDI, 2024)

Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs. - Mingkuan Xu; Shiyi Cao; Xupeng Miao; Umut A. Acar; Zhihao Jia (SC, 2024)

Optimizing LLM Queries in Relational Workloads. - Shu Liu; Asim Biswal; Audrey Cheng; Xiangxi Mo; Shiyi Cao; Joseph E. Gonzalez; Ion Stoica; Matei Zaharia (CoRR, 2024)

Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs (Extended Version). - Mingkuan Xu; Shiyi Cao; Xupeng Miao; Umut A. Acar; Zhihao Jia (CoRR, 2024)

NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference. - Xuanlin Jiang; Yang Zhou; Shiyi Cao; Ion Stoica; Minlan Yu (CoRR, 2024)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Yunhao Fang; et al. (CoRR, 2024)

MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs. - Shiyi Cao; Shu Liu; Tyler Griggs; Peter Schafhalter; Xiaoxuan Liu; Ying Sheng 007; Joseph E. Gonzalez; Matei Zaharia; Ion Stoica (ASPLOS (1), 2025)

GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism. - Byungsoo Jeon; Mengdi Wu; Shiyi Cao; Sunghyun Kim; Sunghyun Park 004; Neeraj Aggarwal; Colin Unger; Daiyaan Arfeen; Peiyuan Liao; Xupeng Miao; Mohammad Alizadeh; Gregory R. Ganger; et al. (ASPLOS (1), 2025)

NVILA: Efficient Frontier Visual Language Models. - Zhijian Liu; Ligeng Zhu; Baifeng Shi; Zhuoyang Zhang; Yuming Lou; Shang Yang; Haocheng Xi; Shiyi Cao; Yuxian Gu; Dacheng Li; Xiuyu Li; Haotian Tang; et al. (CVPR, 2025)

Locality-aware Fair Scheduling in LLM Serving. - Shiyi Cao; Yichuan Wang; Ziming Mao; Pin-Lun Hsu; Liangsheng Yin; Tian Xia; Dacheng Li; Shu Liu; Yineng Zhang; Yang Zhou; Ying Sheng 007; Joseph Gonzalez 001; et al. (CoRR, 2025)

LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters! - Dacheng Li; Shiyi Cao; Tyler Griggs; Shu Liu; Xiangxi Mo; Eric Tang; Sumanth Hegde; Kourosh Hakhamaneshi; Shishir G. Patil; Matei Zaharia; Joseph E. Gonzalez; Ion Stoica (CoRR, 2025)

S*: Test Time Scaling for Code Generation. - Dacheng Li; Shiyi Cao; Chengkun Cao; Xiuyu Li; Shangyin Tan; Kurt Keutzer; Jiarong Xing; Joseph E. Gonzalez; Ion Stoica (CoRR, 2025)

WorldModelBench: Judging Video Generation Models As World Models. - Dacheng Li; Yunhao Fang; Yukang Chen; Shuo Yang; Shiyi Cao; Justin Wong; Michael Luo; Xiaolong Wang 004; Hongxu Yin; Joseph E. Gonzalez; Ion Stoica; Song Han 003; et al. (CoRR, 2025)

Prism: Unleashing GPU Sharing for Cost-Efficient Multi-LLM Serving. - Shan Yu; Jiarong Xing; Yifan Qiao; Mingyuan Ma; Yangmin Li 002; Yang Wang; Shuo Yang; Zhiqiang Xie; Shiyi Cao; Ke Bao; Ion Stoica; Harry Xu 001; et al. (CoRR, 2025)