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Meng Li ( 李猛 ), meng (at) nju (dot) edu (dot) cn, CS Building 312

Affilication: LANDS(先进网络与数据科学研究组), School of Computer Science, Nanjing University

Short Bio: I am currently an Assistant Researcher at School of Computer Science from Nanjing University, where I earned my Bachelor’s degre (2016) and a PhD (2023). I was awarded the Outstanding PhD Thesis distinction by both the university and Jiangsu Province. My research focuses on on-device intelligence systems, publishing over 30 CCF-A papers in venues like SIGMOD, VLDB, ICDE, EuroSys, WWW and INFOCOM. I have also conducted research visits to Alibaba DAMO Academy and NTU.

Pinned Notice

课题组拟招收 2027 级直博生 1–2 名、推免硕士生 2 名（研究方向：边端大模型系统），欢迎提前联系
研究方向聚焦端侧/边缘LLM智能体系统，
组内氛围开放友好，提供竞争力的补贴和设备支持，不少于2次实习机会（往届学生）
日常实习生招募2名：支持远程或本科科研实习

Selected Publications (Full Publication List)

[SIGMOD'25] Meng Li, Huayi Chai, Siqiang Luo, Haipeng Dai, Rong Gu, Jiaqi Zheng and Guihai Chen. “VEGA: An Active-tuning Learned Index with Group-Wise Learning Granularity”. In Proceedings of the ACM Conference on Management of Data (SIGMOD, CCF-A), Berlin, Germany, June 22-27, 2025.
[INFOCOM'24] Meng Li, Wenqi Luo, Haipeng Dai, Huayi Chai, Rong Gu, Xiaoyu Wang and Guihai Chen. “The Reinforcement Cuckoo Filter”. In Proceedings of the 23rd IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada, May 20-23, 2024.
[WWW'22] Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang and Guihai Chen. “Seesaw Counting Filter: An Efficient Guardian for Vulnerable Negative Keys During Dynamic Filtering”. In Proceedings of the World Wide Web Conference (WWW), Lyon, France, April 25–29, 2022.
[VLDBJ'22] Meng Li, Rongbiao Xie, Deyi Chen, Haipeng Dai, Rong Gu, He Huang, Wanchun Dou and Guihai Chen. “A Pareto Optimal Bloom Filter Family with Hash Adaptivity”. The VLDB Journal (VLDBJ), 2022.
[SIGMOD'26] Feifan Liu, Rong Gu, Meng Li, Haipeng Dai, Baohan Wang, Jie Tao, Dian Shen. “Hourglass: An Adaptive Range Filter with Lightweight Hybrid Encoding”. The 52th ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD, CCF-A), 2026. (*Corresponding Author*)
[VLDB'24] Guanduo Chen, Zhenying He, Meng Li, Siqiang Luo. “Oasis: An Optimal Disjoint Segmented Learned Range Filter”. In Proceedings of the 50th International Conference on Very Large Data Bases (VLDB), Guangzhou, China, Aug 28-Sep 1, 2024.
[VLDB'23] Rong Gu, Han Li, Haipeng Dai, Wenjie Huang, Jie Xue, Meng Li, Jiaqi Zheng, Haoran Cai, Yihua Huang and Guihai Chen. “ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation”. In Proceedings of the 49rd International Conference on Very Large Data Bases (VLDB), Vancouver, Canada, Aug 28-Sep 1, 2023. (*Corresponding Author*)
[EuroSys'25] Liang Mi, Weijun Wang, Wenming Tu, Qingfeng He, Rui Kong, Xinyu Fang, Yazhu Dong, Yikang Zhang, Yuanchun Li, Meng Li, Haipeng Dai, Guihai Chen, Yunxin Liu. “Empower Vision Applications with LoRA LMM”. In Proceedings of the 20th ACM European Conference on Computer Systems (EuroSys, CCF-A), Rotterdam, The Netherlands, March 30-April 3, 2025. (*Corresponding Author*)

Meng Li ( 李 猛 ), meng (at) nju (dot) edu (dot) cn, CS Building 312

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Selected Publications (Full Publication List)

Meng Li ( 李猛 ), meng (at) nju (dot) edu (dot) cn, CS Building 312