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ORCIDChaoyi Ruan
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2020 – today
- 2026
[j4]Chengru Yang
, Chaoyi Ruan, Chengjie Tang, Ping Gong, Shiyi Wang, Xiang Song, Cheng Li:
GLPilot: Efficient Distributed GNN Training With Learnable Embeddings. IEEE Trans. Parallel Distributed Syst. 37(2): 489-503 (2026)- [c8]Chaoyi Ruan, Yinhe Chen, Dongqi Tian, Yandong Shi, Yongji Wu, Jialin Li, Cheng Li:
Libra: Flexible Request Partitioning and Scheduling for Serving Unbalanced and Dynamic LLM Workloads. NSDI 2026: 1243-1258 - [c7]Chaoyi Ruan, Chao Bi, Kaiwen Zheng, Ziji Shi, Xinyi Wan, Jialin Li:
Cortex: Achieving Low-Latency, Cost-Efficient Remote Data Access For LLM via Semantic-Aware Knowledge Caching. NSDI 2026: 2407-2421 - [i11]Xinyi Wan, Penghui Qi, Guangxing Huang, Chaoyi Ruan, Min Lin, Jialin Li:
Revisiting Parameter Server in LLM Post-Training. CoRR abs/2601.19362 (2026) - [i10]Chaoyi Ruan, Geng Luo, Xinyi Wan, Long Zhao, Qinghe Wang, Jiaan Zhu, Duling Xu, Guanbin Xu, Dehui Wei, Xiang Liu, Cheng Li, Haifeng Sun, Congcong Miao, Jialin Li:
RL over Commodity Networks: Overcoming the Bandwidth Barrier with Lossless Sparse Deltas. CoRR abs/2602.11456 (2026) - [i9]Guanbin Xu, ZhenGuo Xu, Yuzhe Li, Youhui Bai, Ping Gong, Chaoyi Ruan, Cheng Li:
Lagom: Unleashing the Power of Communication and Computation Overlapping for Distributed LLM Training. CoRR abs/2602.20656 (2026) - [i8]Long Zhao, Qinghe Wang, Jiaan Zhu, Youhui Bai, Zewen Jin, Chaoyi Ruan, Shengnan Wang, Cheng Li:
Accelerating Long-Tail Generation in Synchronous RLHF Training via Adaptive Tensor Parallelism. CoRR abs/2605.23945 (2026) - 2025
- [c6]Chenzhuo Zhao, Ziqian Liu, Xinda Wang, Junting Lu, Chaoyi Ruan:
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models. EMNLP (Findings) 2025: 14728-14761 - [c5]Haiquan Wang, Chaoyi Ruan, Jia He, Jiaqi Ruan, Chengjie Tang, Xiaosong Ma, Cheng Li:
DHeLlam: General-Purpose, Automatic Micro-Batch Co-Execution for Distributed LLM Training. ICCD 2025: 70-78 - [i7]Ummar Abbas, Mohammad Shahmeer Ahmad, Firoj Alam, Enes Altinisik, Ehsaneddin Asgari, Yazan Boshmaf, Sabri Boughorbel, Sanjay Chawla, Shammur A. Chowdhury, Fahim Dalvi, Kareem Darwish, Nadir Durrani, Mohamed Elfeky, Ahmed K. Elmagarmid, Mohamed Y. Eltabakh, Masoomali Fatehkia, Anastasios Fragkopoulos, Maram Hasanain, Majd Hawasly, Mus'ab Husaini, Soon-Gyo Jung, Ji Kim Lucas, Walid Magdy, Safa Messaoud, Abubakr Mohamed, Tasnim Mohiuddin, Basel Mousi, Hamdy Mubarak, Ahmad Musleh, Zan Naeem, Mourad Ouzzani, Dorde Popovic, Amin Sadeghi, Husrev Taha Sencar, Mohammed Shinoy, Omar Sinan, Yifan Zhang, Ahmed Ali, Yassine El Kheir, Xiaosong Ma, Chaoyi Ruan:
Fanar: An Arabic-Centric Multimodal Generative AI Platform. CoRR abs/2501.13944 (2025) - [i6]Chaoyi Ruan, Yinhe Chen, Dongqi Tian, Yandong Shi, Yongji Wu, Jialin Li, Cheng Li:
DynaServe: Unified and Elastic Tandem-Style Execution for Dynamic Disaggregated LLM Serving. CoRR abs/2504.09285 (2025) - [i5]Mohammad Shahmeer Ahmad, Zan Ahmad Naeem, Michaël Aupetit, Ahmed K. Elmagarmid, Mohamed Y. Eltabakh, Xiaosong Ma, Mourad Ouzzani, Chaoyi Ruan:
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables. CoRR abs/2504.20047 (2025) - [i4]Chenzhuo Zhao, Ziqian Liu, Xingda Wang, Junting Lu, Chaoyi Ruan:
PMPO: Probabilistic Metric Prompt Optimization for Small and Large Language Models. CoRR abs/2505.16307 (2025) - [i3]Chaoyi Ruan, Chao Bi, Kaiwen Zheng, Ziji Shi, Xinyi Wan, Jialin Li:
Asteria: Semantic-Aware Cross-Region Caching for Agentic LLM Tool Access. CoRR abs/2509.17360 (2025) - [i2]Chaoyi Ruan, Yiliang Wang, Ziji Shi, Jialin Li:
Reaching Agreement Among Reasoning LLM Agents. CoRR abs/2512.20184 (2025) - 2024
- [j3]Chaoyi Ruan, Yingqiang Zhang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Hao Chen, Jie Zhou, Feifei Li, Xinjun Yang:
PolyBase: Adapting to Data Affinity Changes in Geo-Replicated Database via Row-Level Paxos-Group Affiliation Re-Assignment. Proc. VLDB Endow. 18(3): 702-714 (2024) - [i1]Haiquan Wang, Chaoyi Ruan, Jia He, Jiaqi Ruan, Chengjie Tang, Xiaosong Ma, Cheng Li:
Hiding Communication Cost in Distributed LLM Training via Micro-batch Co-execution. CoRR abs/2411.15871 (2024) - 2023
- [c4]Chaoyi Ruan, Yingqiang Zhang, Chao Bi, Xiaosong Ma, Hao Chen, Feifei Li, Xinjun Yang, Cheng Li, Ashraf Aboulnaga, Yinlong Xu:
Persistent Memory Disaggregation for Cloud-Native Relational Databases. ASPLOS (3) 2023: 498-512 - 2021
- [j2]Yingqiang Zhang, Chaoyi Ruan, Cheng Li, Jimmy Yang, Wei Cao, Feifei Li, Bo Wang, Jing Fang, Yuhui Wang, Jingze Huo, Chao Bi:
Towards Cost-Effective and Elastic Cloud Database Deployment via Memory Disaggregation. Proc. VLDB Endow. 14(10): 1900-1912 (2021) - [j1]Cheng Li, Hao Chen, Chaoyi Ruan, Xiaosong Ma, Yinlong Xu:
Leveraging NVMe SSDs for Building a Fast, Cost-effective, LSM-tree-based KV Store. ACM Trans. Storage 17(4): 27:1-27:29 (2021) - [c3]Xusheng Chen, Haoze Song, Jianyu Jiang, Chaoyi Ruan, Cheng Li, Sen Wang, Gong Zhang, Reynold Cheng, Heming Cui:
Achieving low tail-latency and high scalability for serializable transactions in edge computing. EuroSys 2021: 210-227 - [c2]Hao Chen, Chaoyi Ruan, Cheng Li, Xiaosong Ma, Yinlong Xu:
SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid Storage. FAST 2021: 17-32
2010 – 2019
- 2018
- [c1]Shuangshuang Xue, Lan Zhang, Anran Li, Xiang-Yang Li, Chaoyi Ruan, Wenchao Huang:
AppDNA: App Behavior Profiling via Graph-based Deep Learning. INFOCOM 2018: 1475-1483
Coauthor Index
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