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2020 – today
- 2025
[c14]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. ASPLOS (1) 2025: 557-571- [c13]Shiyi Cao, Shu Liu, Tyler Griggs, Peter Schafhalter, Xiaoxuan Liu, Ying Sheng, Joseph E. Gonzalez, Matei Zaharia, Ion Stoica:
MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs. ASPLOS (1) 2025: 715-730 - [i14]Shiyi Cao, Yichuan Wang, Ziming Mao, Pin-Lun Hsu, Liangsheng Yin, Tian Xia, Dacheng Li, Shu Liu, Yineng Zhang, Yang Zhou, Ying Sheng, Joseph Gonzalez, Ion Stoica:
Locality-aware Fair Scheduling in LLM Serving. CoRR abs/2501.14312 (2025) - [i13]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:
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters! CoRR abs/2502.07374 (2025) - [i12]Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica:
S*: Test Time Scaling for Code Generation. CoRR abs/2502.14382 (2025) - [i11]Dacheng Li, Yunhao Fang, Yukang Chen, Shuo Yang, Shiyi Cao, Justin Wong, Michael Luo, Xiaolong Wang, Hongxu Yin, Joseph E. Gonzalez, Ion Stoica, Song Han, Yao Lu:
WorldModelBench: Judging Video Generation Models As World Models. CoRR abs/2502.20694 (2025) - 2024
- [c12]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 - [c11]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. NeurIPS 2024 - [c10]Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Chuyue Sun, Jeff Huang, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark W. Barrett, Ying Sheng:
SGLang: Efficient Execution of Structured Language Model Programs. NeurIPS 2024 - [c9]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: 965-988 - [c8]Mingkuan Xu, Shiyi Cao, Xupeng Miao, Umut A. Acar, Zhihao Jia:
Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs. SC 2024: 81 - [i10]Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Fairness in Serving Large Language Models. CoRR abs/2401.00588 (2024) - [i9]Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia:
Optimizing LLM Queries in Relational Workloads. CoRR abs/2403.05821 (2024) - [i8]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 abs/2406.04271 (2024) - [i7]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 abs/2406.17145 (2024) - [i6]Mingkuan Xu, Shiyi Cao, Xupeng Miao, Umut A. Acar, Zhihao Jia:
Atlas: Hierarchical Partitioning for Quantum Circuit Simulation on GPUs (Extended Version). CoRR abs/2408.09055 (2024) - [i5]Xuanlin Jiang, Yang Zhou, Shiyi Cao, Ion Stoica, Minlan Yu:
NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference. CoRR abs/2411.01142 (2024) - [i4]Shiyi Cao, Shu Liu, Tyler Griggs, Peter Schafhalter, Xiaoxuan Liu, Ying Sheng, Joseph E. Gonzalez, Matei Zaharia, Ion Stoica:
MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs. CoRR abs/2411.11217 (2024) - [i3]Zhijian Liu, Ligeng Zhu, Baifeng Shi, Zhuoyang Zhang, Yuming Lou, Shang Yang, Haocheng Xi, Shiyi Cao, Yuxian Gu, Dacheng Li, Xiuyu Li, Yunhao Fang, Yukang Chen, Cheng-Yu Hsieh, De-An Huang, An-Chieh Cheng, Vishwesh Nath, Jinyi Hu, Sifei Liu, Ranjay Krishna, Daguang Xu, Xiaolong Wang, Pavlo Molchanov, Jan Kautz, Hongxu Yin, Song Han, Yao Lu:
NVILA: Efficient Frontier Visual Language Models. CoRR abs/2412.04468 (2024) - 2023
- [j2]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): 3479 (2023) - [i2]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 abs/2311.03285 (2023) - [i1]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 abs/2312.07104 (2023) - 2022
- [c7]Shiyi Cao, Salvatore Di Girolamo, Torsten Hoefler:
Accelerating Data Serialization/Deserialization Protocols with In-Network Compute. ExaMPI@SC 2022: 22-30 - [c6]Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen:
LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. ICWS 2022: 160-169 - [c5]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: 1-3 - [c4]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: 1-3
2010 – 2019
- 2019
- [c3]Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen:
AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management. ICPP 2019: 37:1-37:10 - 2014
- [c2]Liangjia Zong, Han Zhao, Zhiyong Feng, Shiyi Cao:
Demonstration of ultra-compact contentionless-ROADM based on flexible wavelength router. ECOC 2014: 1-3 - 2013
- [j1]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: 56 (2013) - [c1]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: 1-3
Coauthor Index
aka: Joseph E. Gonzalez
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