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ORCIDSiyuan Chen 0007
Person information
- affiliation: Carnegie Mellon University, Pittsburgh, PA, USA
- affiliation: Peking University, Turning Class, Beijing, China
Other persons with the same name
- Siyuan Chen — disambiguation page
- Siyuan Chen 0001 — University of North Carolina at Charlotte, NC, USA
- Siyuan Chen 0002
![[0000-0003-0272-5841]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0003-0272-5841")
— University of New South Wales, Sydney, NSW, Australia - Siyuan Chen 0003 — Columbia University, USA
- Siyuan Chen 0004 — University of Illinois Urbana-Champaign, USA
- Siyuan Chen 0005 — Sun Yat-sen University, School of Computer Science and Engineering, Guangzhou, China
- Siyuan Chen 0006 — South China University of Technology, School of Automation Science and Engineering, Guangzhou, China
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2020 – today
- 2025
[c5]Siyuan Chen, Zhuofeng Wang, Zelong Guan, Yudong Liu, Phillip B. Gibbons:
Practical Offloading for Fine-Tuning LLM on Commodity GPU via Learned Sparse Projectors. AAAI 2025: 23614-23622- [i4]Peter Yong Zhong, Siyuan Chen, Ruiqi Wang, McKenna McCall, Ben L. Titzer, Heather Miller, Phillip B. Gibbons:
RTBAS: Defending LLM Agents Against Prompt Injection and Privacy Leakage. CoRR abs/2502.08966 (2025) - [i3]Siyuan Chen, Zhipeng Jia, Samira Khan, Arvind Krishnamurthy, Phillip B. Gibbons:
SLOs-Serve: Optimized Serving of Multi-SLO LLMs. CoRR abs/2504.08784 (2025) - 2024
- [i2]Siyuan Chen, Zelong Guan, Yudong Liu, Phillip B. Gibbons:
Practical offloading for fine-tuning LLM on commodity GPU via learned subspace projectors. CoRR abs/2406.10181 (2024) - 2023
- [c4]Size Zheng, Siyuan Chen, Yun Liang:
Memory and Computation Coordinated Mapping of DNNs onto Complex Heterogeneous SoC. DAC 2023: 1-6 - [c3]Size Zheng, Siyuan Chen, Peidi Song, Renze Chen, Xiuhong Li, Shengen Yan, Dahua Lin, Jingwen Leng, Yun Liang:
Chimera: An Analytical Optimizing Framework for Effective Compute-intensive Operators Fusion. HPCA 2023: 1113-1126 - [c2]Siyuan Chen, Pratik Pramod Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry:
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines. ICML 2023: 4514-4528 - [c1]Size Zheng, Siyuan Chen, Siyuan Gao, Liancheng Jia, Guangyu Sun, Runsheng Wang, Yun Liang:
TileFlow: A Framework for Modeling Fusion Dataflow via Tree-based Analysis. MICRO 2023: 1271-1288 - [i1]Siyuan Chen, Pratik Fegade, Tianqi Chen, Phillip B. Gibbons, Todd C. Mowry:
ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines. CoRR abs/2302.03851 (2023)
Coauthor Index
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