PPaperPicks

Hui Chen

Tsinghua University, School of Software, Beijing, China

26 papers at tracked venues · 12 at CORE A* · active 2024–2025

DBLP profile ↗ORCID 0000-0003-4180-5801 ↗Homepage ↗

Venues

EMNLP ×4AAAI ×3CVPR ×3ECCV ×3IJCAI ×3NAACL ×3ACM MM ×2NeurIPS ×2ACL ×1ECAI ×1ICCV ×1

Frequent coauthors

Guiguang Ding
×26
Zijia Lin
×19
Jungong Han
×18
Yizhe Xiong
×8
Sicheng Zhao
×6
Ao Wang
×6
Zhenpeng Su
×5
Mengyao Lyu
×4
Tianxiang Hao
×4
Xinhao Xu
×4
Songlin Hu
×3
Kai Chen
×3

Papers

  1. AdaTP: Attention-Debiased Token Pruning for Video Large Language Models
    EMNLP 2025 ·
    Fengyuan Sun
    ,
    Leqi Shen
    , Hui Chen,
    Sicheng Zhao
    ,
    Jungong Han
    ,
    Guiguang Ding
  2. Advancing Reliable Test-Time Adaptation of Vision-Language Models under Visual Variations
    ACM MM 2025 ·
    Yiwen Liang
    , Hui Chen,
    Yizhe Xiong
    ,
    Zihan Zhou
    ,
    Mengyao Lyu
    ,
    Zijia Lin
    ,
    Shuaicheng Niu
    ,
    Sicheng Zhao
    ,
    Jungong Han
    ,
    Guiguang Ding
  3. CartesianMoE: Boosting Knowledge Sharing among Experts via Cartesian Product Routing in Mixture-of-Experts
    NAACL 2025 ·
    Zhenpeng Su
    ,
    Xing Wu
    ,
    Zijia Lin
    ,
    Yizhe Xiong
    ,
    Minxuan Lv
    ,
    Guangyuan Ma
    , Hui Chen,
    Songlin Hu
    ,
    Guiguang Ding
  4. DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
    EMNLP 2025 ·
    Minxuan Lv
    ,
    Zhenpeng Su
    ,
    Leiyu Pan
    ,
    Yizhe Xiong
    ,
    Zijia Lin
    , Hui Chen,
    Wei Zhou
    ,
    Jungong Han
    ,
    Guiguang Ding
    ,
    Wenwu Ou
    ,
    Di Zhang
    ,
    Kun Gai
    ,
    Songlin Hu
  5. Exploiting Position Information in Convolutional Kernels for Structural Re-parameterization
    IJCAI 2025 ·
    Tianxiang Hao
    , Hui Chen,
    Guiguang Ding
  6. Extending LLM Context Window with Adaptive Grouped Positional Encoding: A Training-Free Method
    ACL 2025 ·
    Xinhao Xu
    ,
    Jiaxin Li
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  7. Fast Quiet-STaR: Thinking Without Thought Tokens
    EMNLP 2025 ·
    Wei Huang
    ,
    Yizhe Xiong
    ,
    Xin Ye
    ,
    Zhijie Deng
    , Hui Chen,
    Zijia Lin
    ,
    Guiguang Ding
  8. LSNet: See Large, Focus Small
    CVPR 2025 ·
    Ao Wang
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  9. Mitigating Hallucinations in Multi-modal Large Language Models via Image Token Attention-Guided Decoding
    NAACL 2025 ·
    Xinhao Xu
    , Hui Chen,
    Mengyao Lyu
    ,
    Sicheng Zhao
    ,
    Yizhe Xiong
    ,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  10. PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
    NeurIPS 2025 ·
    Ao Wang
    , Hui Chen,
    Jianchao Tan
    ,
    Kefeng Zhang
    ,
    Xunliang Cai
    ,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  11. Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning
    AAAI 2025 ·
    Hui-Yue Yang
    , Hui Chen,
    Ao Wang
    ,
    Kai Chen
    ,
    Zijia Lin
    ,
    Yongliang Tang
    ,
    Pengcheng Gao
    ,
    Yuming Quan
    ,
    Jungong Han
    ,
    Guiguang Ding
  12. Scaffold-BPE: Enhancing Byte Pair Encoding for Large Language Models with Simple and Effective Scaffold Token Removal
    AAAI 2025 ·
    Haoran Lian
    ,
    Yizhe Xiong
    ,
    Jianwei Niu
    ,
    Shasha Mo
    ,
    Zhenpeng Su
    ,
    Zijia Lin
    , Hui Chen,
    Jungong Han
    ,
    Guiguang Ding
  13. Temporal Scaling Law for Large Language Models
    EMNLP 2025 ·
    Yizhe Xiong
    ,
    Xiansheng Chen
    ,
    Xin Ye
    , Hui Chen,
    Zijia Lin
    ,
    Haoran Lian
    ,
    Zhenpeng Su
    ,
    Wei Huang
    ,
    Jianwei Niu
    ,
    Jungong Han
    ,
    Guiguang Ding
  14. YOLOE: Real-Time Seeing Anythi
    ICCV 2025 ·
    Ao Wang
    ,
    Lihao Liu
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  15. Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection
    ECAI 2024 ·
    Hui-Yue Yang
    , Hui Chen,
    Lihao Liu
    ,
    Zijia Lin
    ,
    Kai Chen
    ,
    Liejun Wang
    ,
    Jungong Han
    ,
    Guiguang Ding
  16. Geometry-Guided Domain Generalization for Monocular 3D Object Detection
    AAAI 2024 ·
    Fan Yang
    , Hui Chen,
    Yuwei He
    ,
    Sicheng Zhao
    ,
    Chenghao Zhang
    ,
    Kai Ni
    ,
    Guiguang Ding
  17. Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence
    ECCV 2024 ·
    Mengyao Lyu
    ,
    Tianxiang Hao
    ,
    Xinhao Xu
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  18. MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models
    NAACL 2024 ·
    Zhenpeng Su
    ,
    Zijia Lin
    ,
    Bai Xue
    , Hui Chen,
    Guiguang Ding
    ,
    Wei Zhou
    ,
    Songlin Hu
  19. More is Better: Deep Domain Adaptation with Multiple Sources
    IJCAI 2024 ·
    Sicheng Zhao
    , Hui Chen,
    Hu Huang
    ,
    Pengfei Xu
    ,
    Guiguang Ding
  20. Multi-Label Learning with Block Diagonal Labels
    ACM MM 2024 ·
    Leqi Shen
    ,
    Sicheng Zhao
    ,
    Yifeng Zhang
    , Hui Chen,
    Jundong Zhou
    ,
    Pengzhang Liu
    ,
    Yongjun Bao
    ,
    Guiguang Ding
  21. One-dimensional Adapter to Rule Them All: Concepts, Diffusion Models and Erasing Applications
    CVPR 2024 ·
    Mengyao Lyu
    ,
    Yuhong Yang
    ,
    Haiwen Hong
    , Hui Chen,
    Xuan Jin
    ,
    Yuan He
    ,
    Hui Xue
    ,
    Jungong Han
    ,
    Guiguang Ding
  22. PYRA: Parallel Yielding Re-activation for Training-Inference Efficient Task Adaptation
    ECCV 2024 ·
    Yizhe Xiong
    , Hui Chen,
    Tianxiang Hao
    ,
    Zijia Lin
    ,
    Jungong Han
    ,
    Yuesong Zhang
    ,
    Guoxin Wang
    ,
    Yongjun Bao
    ,
    Guiguang Ding
  23. Quantized Prompt for Efficient Generalization of Vision-Language Models
    ECCV 2024 ·
    Tianxiang Hao
    ,
    Xiaohan Ding
    ,
    Juexiao Feng
    ,
    Yuhong Yang
    , Hui Chen,
    Guiguang Ding
  24. Rep ViT: Revisiting Mobile CNN From ViT Perspective
    CVPR 2024 ·
    Ao Wang
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding
  25. TaD: A Plug-and-Play Task-Aware Decoding Method to Better Adapt LLMs on Downstream Tasks
    IJCAI 2024 ·
    Xinhao Xu
    , Hui Chen,
    Zijia Lin
    ,
    Jungong Han
    ,
    Lixing Gong
    ,
    Guoxin Wang
    ,
    Yongjun Bao
    ,
    Guiguang Ding
  26. YOLOv10: Real-Time End-to-End Object Detection
    NeurIPS 2024 ·
    Ao Wang
    , Hui Chen,
    Lihao Liu
    ,
    Kai Chen
    ,
    Zijia Lin
    ,
    Jungong Han
    ,
    Guiguang Ding