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Hong Chen

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

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Venues

AAAI ×3ICML ×3ACL ×2EMNLP ×1ICCV ×1ICDE ×1ICLR ×1IJCAI ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Xuming Hu
×2
Zheyuan Zhang
×2
Chang Cao
×2
Han Li
×2
Yulong Wang
×2
Rui Wu
×2
David Jurgens
×2
Bo Wang
×1
Junzhuo Li
×1
Yuanlin Chu
×1
Yuxuan Fan
×1
Jiwei Zhang
×1

Papers

  1. Deconstructing Pre-training: Knowledge Attribution Analysis in MoE and Dense Models
    AAAI 2026 ·
    Bo Wang
    ,
    Junzhuo Li
    , Hong Chen,
    Yuanlin Chu
    ,
    Yuxuan Fan
    ,
    Xuming Hu
  2. D²-VPR: A Parameter-efficient Visual-foundation-model-based Visual Place Recognition Method via Knowledge Distillation and Deformable Aggregation
    AAAI 2026 ·
    Zheyuan Zhang
    ,
    Jiwei Zhang
    ,
    Boyu Zhou
    ,
    Linzhimeng Duan
    , Hong Chen
  3. Telescope: A Learned What-If Call for Column Store Selection in HTAP Databases
    ICDE 2026 ·
    Yidong Zhang
    ,
    Chao Zhang
    ,
    Zhengkun Wu
    ,
    Ju Fan
    ,
    Xinyi Zhang
    , Hong Chen,
    Yuxing Chen
    ,
    Anqun Pan
  4. Thinking Economically: A Hierarchical Framework for Adaptive-Complexity Reasoning in LLMs
    ACL 2026 ·
    Yubo Gao
    ,
    Haotian Wu
    , Hong Chen,
    Junquan Huang
    ,
    Yibo Yan
    ,
    Jungang Li
    ,
    Zihao Dongfang
    ,
    Sicheng Tao
    ,
    Puay Siew Tan
    ,
    Jie Zhang
    ,
    Xuming Hu
  5. A Statistical Approach for Controlled Training Data Detection
    ICLR 2025 ·
    Zirui Hu
    ,
    Yingjie Wang
    ,
    Zheng Zhang
    , Hong Chen,
    Dacheng Tao
  6. Adversarial Robust Generalization of Graph Neural Networks
    ICML 2025 ·
    Chang Cao
    ,
    Han Li
    ,
    Yulong Wang
    ,
    Rui Wu
    , Hong Chen
  7. Adversarial Training for Graph Convolutional Networks: Stability and Generalization Analysis
    IJCAI 2025 ·
    Chang Cao
    ,
    Han Li
    ,
    Yulong Wang
    ,
    Rui Wu
    , Hong Chen
  8. Causally Modeling the Linguistic and Social Factors that Predict Email Response
    NAACL 2025 ·
    Yinuo Xu
    , Hong Chen,
    Sushrita Rakshit
    ,
    Aparna Ananthasubramaniam
    ,
    Omkar Yadav
    ,
    Mingqian Zheng
    ,
    Michael Jiang
    ,
    Lechen Zhang
    ,
    Bowen Yi
    ,
    Kenan Alkiek
    ,
    Abraham Israeli
    ,
    Bangzhao Shu
    ,
    Hua Shen
    ,
    Jiaxin Pei
    ,
    Haotian Zhang
    ,
    Miriam Schirmer
    ,
    David Jurgens
  9. How does Labeling Error Impact Contrastive Learning? A Perspective from Data Dimensionality Reduction
    ICML 2025 ·
    Jun Chen
    , Hong Chen,
    Yonghua Yu
    ,
    Yiming Ying
  10. Rethinking Key-Frame-Based Micro-Expression Recognition: a Robust and Accurate Framework Against Key-Frame Errors
    ICCV 2025 ·
    Zheyuan Zhang
    ,
    Weihao Tang
    , Hong Chen
  11. SpikF: Spiking Fourier Network for Efficient Long-term Prediction
    ICML 2025 ·
    Wenjie Wu
    ,
    Dexuan Huo
    , Hong Chen
  12. The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research
    ACL 2025 · Hong Chen,
    Misha Teplitskiy
    ,
    David Jurgens
  13. A Population-to-individual Tuning Framework for Adapting Pretrained LM to On-device User Intent Prediction
    SIGKDD 2024 ·
    Jiahui Gong
    ,
    Jingtao Ding
    ,
    Fanjin Meng
    ,
    Guilong Chen
    , Hong Chen,
    Shen Zhao
    ,
    Haisheng Lu
    ,
    Yong Li
  14. Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs
    EMNLP 2024 ·
    Biyang Guo
    ,
    He Wang
    ,
    Wenyilin Xiao
    , Hong Chen,
    Zhuxin Lee
    ,
    Songqiao Han
    ,
    Hailiang Huang
  15. Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent
    AAAI 2024 ·
    Jiahuan Wang
    , Hong Chen