PPaperPicks

Hong Chen

Renmin University of China, School of Information, Beijing, China

22 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8132-9382 ↗Homepage ↗

Venues

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

Frequent coauthors

Cuiping Li
×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. Enhanced Privacy Leakage from Noise-Perturbed Gradients via Gradient-Guided Conditional Diffusion Models
    AAAI 2026 ·
    Jiayang Meng
    ,
    Tao Huang
    , Hong Chen,
    Chen Hou
    ,
    Guolong Zheng
  2. 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
  3. 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
  4. 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
  5. Differentially Private Visual Learning with Public Subspace Augmented by Synthetic Data
    ACM MM 2025 ·
    Haichao Sha
    ,
    Yuncheng Wu
    ,
    Ruixuan Liu
    ,
    Yang Cao
    , Hong Chen
  6. 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
  7. 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
  8. Personalized Clustering via Targeted Representation Learning
    AAAI 2025 ·
    Xiwen Geng
    ,
    Suyun Zhao
    ,
    Yixin Yu
    ,
    Borui Peng
    ,
    Pan Du
    , Hong Chen,
    Cuiping Li
    ,
    Mengdie Wang
  9. Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition
    AAAI 2025 ·
    Zesheng Liu
    ,
    Qiannan Zhu
    ,
    Cuiping Li
    , Hong Chen
  10. 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
  11. SAM Decoding: Speculative Decoding via Suffix Automaton
    ACL 2025 ·
    Yuxuan Hu
    ,
    Ke Wang
    ,
    Xiaokang Zhang
    ,
    Fanjin Zhang
    ,
    Cuiping Li
    , Hong Chen,
    Jing Zhang
  12. Streamlining Redundant Layers to Compress Large Language Models
    ICLR 2025 ·
    Xiaodong Chen
    ,
    Yuxuan Hu
    ,
    Jing Zhang
    ,
    Yanling Wang
    ,
    Cuiping Li
    , Hong Chen
  13. 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
  14. Accuracy-enhanced Sparse Vector Technique with Exponential Noise and Optimal Threshold Correction
    VLDB 2024 ·
    Yuhan Liu
    ,
    Sheng Wang
    ,
    Yixuan Liu
    ,
    Feifei Li
    , Hong Chen
  15. 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
  16. Demonstrating PARS: A Decision Support System for Developing Vertical Partitioning Plans
    CIKM 2024 ·
    Pengju Liu
    ,
    Kai Zhong
    ,
    Cuiping Li
    , Hong Chen
  17. Enhanced Privacy Bound for Shuffle Model with Personalized Privacy
    CIKM 2024 ·
    Yixuan Liu
    ,
    Yuhan Liu
    ,
    Li Xiong
    ,
    Yujie Gu
    , Hong Chen
  18. FOSS: A Self-Learned Doctor for Query Optimizer
    ICDE 2024 ·
    Kai Zhong
    ,
    Luming Sun
    ,
    Tao Ji
    ,
    Cuiping Li
    , Hong Chen
  19. 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
  20. PCQPR: Proactive Conversational Question Planning with Reflection
    EMNLP 2024 ·
    Shasha Guo
    ,
    Lizi Liao
    ,
    Jing Zhang
    ,
    Cuiping Li
    , Hong Chen
  21. 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
  22. SP³: Enhancing Structured Pruning via PCA Projection
    ACL 2024 ·
    Yuxuan Hu
    ,
    Jing Zhang
    ,
    Zhe Zhao
    ,
    Chen Zhao
    ,
    Xiaodong Chen
    ,
    Cuiping Li
    , Hong Chen