PPaperPicks

Cuiping Li

Renmin University of China, Key Laboratory of Data Engineering and Knowledge Engineering, Beijing, China

19 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0089-1045 ↗Homepage ↗

Venues

ICDE ×4ACL ×3AAAI ×2SIGMOD ×2VLDB ×2CIKM ×1EMNLP ×1ICLR ×1ICML ×1IJCAI ×1NAACL ×1

Frequent coauthors

Hong Chen
×18
Jing Zhang
×12
Haoyang Li
×5
Tieying Zhang
×4
Jianjun Chen
×4
Xiaokang Zhang
×4
Yuxuan Hu
×4
Yanling Wang
×4
Kai Zhong
×3
Yiyan Li
×3
Xinmei Huang
×3
Shuai Wang
×3

Papers

  1. LIOF: Make the Learned Index Learn Faster with Higher Accuracy (Extended Abstract)
    ICDE 2026 ·
    Tao Ji
    ,
    Kai Zhong
    ,
    Luming Sun
    ,
    Yiyan Li
    , Cuiping Li,
    Hong Chen
  2. Llmia: an Out-Of-The-Box Index Advisor Via in-Context Learning With Llms
    ICDE 2026 ·
    Xinxin Zhao
    ,
    Xinmei Huang
    ,
    Haoyang Li
    ,
    Jing Zhang
    ,
    Shuai Wang
    ,
    Tieying Zhang
    ,
    Jianjun Chen
    ,
    Rui Shi
    , Cuiping Li,
    Hong Chen
  3. AgentTune: An Agent-Based Large Language Model Framework for Database Knob Tuning
    SIGMOD 2025 ·
    Yiyan Li
    ,
    Haoyang Li
    ,
    Jing Zhang
    ,
    Renata Borovica-Gajic
    ,
    Shuai Wang
    ,
    Tieying Zhang
    ,
    Jianjun Chen
    ,
    Rui Shi
    , Cuiping Li,
    Hong Chen
  4. E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model
    VLDB 2025 ·
    Xinmei Huang
    ,
    Haoyang Li
    ,
    Jing Zhang
    ,
    Xinxin Zhao
    ,
    Zhiming Yao
    ,
    Yiyan Li
    ,
    Tieying Zhang
    ,
    Jianjun Chen
    ,
    Hong Chen
    , Cuiping Li
  5. OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
    VLDB 2025 ·
    Haoyang Li
    ,
    Shang Wu
    ,
    Xiaokang Zhang
    ,
    Xinmei Huang
    ,
    Jing Zhang
    ,
    Fuxin Jiang
    ,
    Shuai Wang
    ,
    Tieying Zhang
    ,
    Jianjun Chen
    ,
    Rui Shi
    ,
    Hong Chen
    , Cuiping Li
  6. Personalized Clustering via Targeted Representation Learning
    AAAI 2025 ·
    Xiwen Geng
    ,
    Suyun Zhao
    ,
    Yixin Yu
    ,
    Borui Peng
    ,
    Pan Du
    ,
    Hong Chen
    , Cuiping Li,
    Mengdie Wang
  7. Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition
    AAAI 2025 ·
    Zesheng Liu
    ,
    Qiannan Zhu
    , Cuiping Li,
    Hong Chen
  8. P² Law: Scaling Law for Post-Training After Model Pruning
    ACL 2025 ·
    Xiaodong Chen
    ,
    Yuxuan Hu
    ,
    Xiaokang Zhang
    ,
    Yanling Wang
    , Cuiping Li,
    Hong Chen
    ,
    Jing Zhang
  9. SAM Decoding: Speculative Decoding via Suffix Automaton
    ACL 2025 ·
    Yuxuan Hu
    ,
    Ke Wang
    ,
    Xiaokang Zhang
    ,
    Fanjin Zhang
    , Cuiping Li,
    Hong Chen
    ,
    Jing Zhang
  10. Streamlining Redundant Layers to Compress Large Language Models
    ICLR 2025 ·
    Xiaodong Chen
    ,
    Yuxuan Hu
    ,
    Jing Zhang
    ,
    Yanling Wang
    , Cuiping Li,
    Hong Chen
  11. Unsupervised Learning for Class Distribution Mismatch
    ICML 2025 ·
    Pan Du
    ,
    Wangbo Zhao
    ,
    Xinai Lu
    ,
    Nian Liu
    ,
    Zhikai Li
    ,
    Chaoyu Gong
    ,
    Suyun Zhao
    ,
    Hong Chen
    , Cuiping Li,
    Kai Wang
    ,
    Yang You
  12. A Survey on Neural Question Generation: Methods, Applications, and Prospects
    IJCAI 2024 ·
    Shasha Guo
    ,
    Lizi Liao
    , Cuiping Li,
    Tat-Seng Chua
  13. CodeS: Towards Building Open-source Language Models for Text-to-SQL
    SIGMOD 2024 ·
    Haoyang Li
    ,
    Jing Zhang
    ,
    Hanbing Liu
    ,
    Ju Fan
    ,
    Xiaokang Zhang
    ,
    Jun Zhu
    ,
    Renjie Wei
    ,
    Hongyan Pan
    , Cuiping Li,
    Hong Chen
  14. Demonstrating PARS: A Decision Support System for Developing Vertical Partitioning Plans
    CIKM 2024 ·
    Pengju Liu
    ,
    Kai Zhong
    , Cuiping Li,
    Hong Chen
  15. FOSS: A Self-Learned Doctor for Query Optimizer
    ICDE 2024 ·
    Kai Zhong
    ,
    Luming Sun
    ,
    Tao Ji
    , Cuiping Li,
    Hong Chen
  16. Open-World Semi-Supervised Learning for Node Classification
    ICDE 2024 ·
    Yanling Wang
    ,
    Jing Zhang
    ,
    Lingxi Zhang
    ,
    Lixin Liu
    ,
    Yuxiao Dong
    , Cuiping Li,
    Hong Chen
    ,
    Hongzhi Yin
  17. PCQPR: Proactive Conversational Question Planning with Reflection
    EMNLP 2024 ·
    Shasha Guo
    ,
    Lizi Liao
    ,
    Jing Zhang
    , Cuiping Li,
    Hong Chen
  18. SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation
    NAACL 2024 ·
    Shasha Guo
    ,
    Lizi Liao
    ,
    Jing Zhang
    ,
    Yanling Wang
    , Cuiping Li,
    Hong Chen
  19. SP³: Enhancing Structured Pruning via PCA Projection
    ACL 2024 ·
    Yuxuan Hu
    ,
    Jing Zhang
    ,
    Zhe Zhao
    ,
    Chen Zhao
    ,
    Xiaodong Chen
    , Cuiping Li,
    Hong Chen