Yi Li

Most-cited papers

1. MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents

   Dongming Jiang, Yi Li, Guan-Peng Li, Bing-Zhe Li

   2026Annual Meeting of the Association for Computational Linguistics59 citations

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2. Anatomy of Agentic Memory: Taxonomy and Empirical Analysis of Evaluation and System Limitations

   Dongming Jiang, Yi Li, Song-Tao Wei, Jin-Xin Yang +7 more

   2026arXiv.org26 citations

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3. Reinforcement Learning-Assisted Management for Convertible SSDs

   Qian Wei, Yi Li, Zhi-Ping Jia, Meng-Ying Zhao +2 more

   2023Design Automation Conference23 citations

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4. Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents

   Dongming Jiang, Yi Li, Bing-Zhe Li

   202619 citations

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5. HL-DNA: A Hybrid Lossy/Lossless Encoding Scheme to Enhance DNA Storage Density and Robustness for Images

   Yi Li, D. Du, Li Ou, Bing-Zhe Li

   2022ICCD17 citations

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6. Grafu: Unleashing the Full Potential of Future Value Computation for Out-of-core Synchronous Graph Processing

   Tsun-Yu Yang, C. England, Yi Li, Bing-Zhe Li +1 more

   2024International Conference on Architectural Support for Programming Languages and Operating Systems12 citations

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7. HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

   Dongming Jiang, Yi Li, Guan-Peng Li, Qian-Nan Li +1 more

   2026arXiv.org7 citations

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8. Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024

   Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhao-Yan Shen +1 more

   2024International Symposium on High-Performance Computer Architecture6 citations

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9. V-Mem: Modality-Routed Retrieval for Long-Term Multimodal Agentic Memory

   Ding-Yi Kang, Dongming Jiang, Yi Li, Guan-Peng Li +1 more

   20265 citations

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10. ProtoMedAgent: Multimodal Clinical Interpretability via Privacy-Aware Agentic Workflows

    Alvaro Lopez Pellicer, Plamen Angelov, Marwan Bukhari, Yi Li +2 more

    2026arXiv.org3 citations

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11. Hippocampus: An Efficient and Scalable Memory Module for Agentic AI

    Yi Li, Lianjie Cao, Faraz Ahmed, Puneet Sharma +1 more

    2026arXiv.org3 citations

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12. Oasis: An Out-of-core Approximate Graph System via All-Distances Sketches

    Tsun-Yu Yang, Yi Li, Yizou Chen, Bing-Zhe Li +1 more

    2025USENIX Conference on File and Storage Technologies3 citations

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13. A Universal Context-Reuse Layer for Cross-Model KV Sharing

    Yi Li, Dongming Jiang, Yi Zhao, Bing-Zhe Li

    20262 citations

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14. You Only Spectralize Once: Taking a Spectral Detour to Accelerate Graph Neural Network

    Yi Li, Zhi-Chun Guo, Guan-Peng Li, Bing-Zhe Li

    2025Neural Information Processing Systems2 citations

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15. VeloxGNN: Efficient Out-of-Core GNN Training with Delayed Gradient Propagation

    Yi Li, Tsun-Yu Yang, Zhao-Yan Shen, Ming-Chang Yang +1 more

    2026International Symposium on High-Performance Computer Architecture1 citations

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16. DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs

    Yi Li, Song-Tao Wei, Dongming Jiang, Zhi-Chun Guo +2 more

    2026arXiv.org1 citations

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17. Knowledge-Driven Hybrid SSD Management Enhanced by Fine-Tuned LLMs

    Qian Wei, Yi Li, Ze-Hao Chen, Tian-Ren Zhou +3 more

    20251 citations

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18. YOSO: You-Only-Sample-Once via Compressed Sensing for Graph Neural Network Training

    Yi Li, Zhi-Chun Guo, Guan-Peng Li, Bing-Zhe Li

    2024arXiv.org1 citations

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19. A Multi-Agent Reinforcement Learning-Assisted Space Management Scheme for Hybrid SSDs

    Qian Wei, Yi Li, Wenbin Zhu, Meng-Ying Zhao +3 more

    2026ACM Transactions on Architecture and Code Optimization (TACO)0 citations Open access

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20. CatKV: Accelerating Position-Independent Caching with Context-Adaptive KV Cache Compression

    Jie-Shou Xu, Ren-Jie Liu, Yi Li, Bo Tang

    2026Proceedings of the ACM on Management of Data0 citations Open access

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21. LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models

    Song-Tao Wei, Yi Li, Zhikai Li, Xu-Yang Hu +6 more

    2026arXiv.org0 citations

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22. Enabling Cost-effective and Efficient All-Distance Sketching in Out-of-core Approximate Graph System

    Tsun-Yu Yang, Yizou Chen, Yi Li, Bing-Zhe Li +1 more

    2026ACM Transactions on Storage0 citations Open access

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23. ClunoGS: Compact Language 3D Gaussian Splatting via Unified Optimization

    Jian Xu, Yi Li, Ying Huang, Si-Yi Wu +3 more

    20260 citations

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24. Inherit-MAS: Test-Time Evolution of Multi-Agent Systems through Workflow and Execution Inheritance

    Song-Tao Wei, Yi Li, Zhi-Chun Guo, Bing-Zhe Li

    20260 citations

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25. CoSA: Compressed Sensing-Based Adaptation of Large Language Models

    Song-Tao Wei, Yi Li, Bohan Zhang, Zhi-Chun Guo +5 more

    2026arXiv.org0 citations

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26. Reproducibility Report for ACM SIGMOD 2025 Paper: 'Disco: A Compact Index for LSM-trees'

    Aneesh Raman, Yi Li, R. Kühn

    2025SIGMOD ARI Reports0 citations Open access

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27. This paper is included in the Proceedings of the 23rd USENIX Conference on File and Storage Technologies.

    Tsun-Yu Yang, Yi Li, YizouChen, Bing-Zhe Li +1 more

    0 citations

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