PPaperPicks

De-Chuan Zhan

43 papers at tracked venues · 35 at CORE A* · active 2024–2026

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Venues

ICML ×13NeurIPS ×9AAAI ×5CVPR ×4IJCAI ×3ICLR ×2ACL ×1EACL ×1ECAI ×1EMNLP ×1ICCV ×1MICCAI ×1UAI ×1

Frequent coauthors

Han-Jia Ye
×27
Da-Wei Zhou
×10
Le Gan
×10
Shenghua Wan
×7
Xin-Chun Li
×6
Shiyin Lu
×5
Qingguo Chen
×5
Hai-Long Sun
×5
Lan Li
×4
Yi-Kai Zhang
×4
Jun-Peng Jiang
×4
Weihua Luo
×4

Papers

  1. BOFA: Bridge-Layer Orthogonal Low-Rank Fusion for CLIP-Based Class-Incremental Learning
    AAAI 2026 ·
    Lan Li
    ,
    Tao Hu
    ,
    Da-Wei Zhou
    ,
    Jia-Qi Yang
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  2. Logits-Based Block Pruning with Affine Transformations for Large Language Models
    EACL 2026 ·
    Zekun Hu
    ,
    Yichu Xu
    , De-Chuan Zhan
  3. Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts
    ICML 2025 ·
    Lan Li
    ,
    Da-Wei Zhou
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  4. Capability Instruction Tuning
    AAAI 2025 ·
    Yi-Kai Zhang
    , De-Chuan Zhan,
    Han-Jia Ye
  5. Compositional Condition Question Answering in Tabular Understanding
    ICML 2025 ·
    Jun-Peng Jiang
    ,
    Tao Zhou
    , De-Chuan Zhan,
    Han-Jia Ye
  6. DART: Distilling Autoregressive Reasoning to Silent Thought
    EMNLP 2025 ·
    Nan Jiang
    ,
    Ziming Wu
    , De-Chuan Zhan,
    Fuming Lai
    ,
    Shaobing Lian
  7. Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning
    CVPR 2025 ·
    Da-Wei Zhou
    ,
    Zi-Wen Cai
    ,
    Han-Jia Ye
    ,
    Lijun Zhang
    , De-Chuan Zhan
  8. External Knowledge Injection for CLIP-Based Class-Incremental Learning
    ICCV 2025 ·
    Da-Wei Zhou
    ,
    Kai-Wen Li
    ,
    Jingyi Ning
    ,
    Han-Jia Ye
    ,
    Lijun Zhang
    , De-Chuan Zhan
  9. FOUNDER: Grounding Foundation Models in World Models for Open-Ended Embodied Decision Making
    ICML 2025 ·
    Yucen Wang
    ,
    Rui Yu
    ,
    Shenghua Wan
    ,
    Le Gan
    , De-Chuan Zhan
  10. Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
    NeurIPS 2025 ·
    Zhi-Kai Chen
    ,
    Jun-Peng Jiang
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  11. Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens
    ICML 2025 ·
    Ting-Ji Huang
    ,
    Jia-Qi Yang
    ,
    Chunxu Shen
    ,
    Kai-Qi Liu
    , De-Chuan Zhan,
    Han-Jia Ye
  12. Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
    NeurIPS 2025 ·
    Yi-Kai Zhang
    ,
    Shiyin Lu
    ,
    Qingguo Chen
    ,
    Weihua Luo
    , De-Chuan Zhan,
    Han-Jia Ye
  13. Leveraging Conditional Dependence for Efficient World Model Denoising
    NeurIPS 2025 ·
    Shaowei Zhang
    ,
    Jiahan Cao
    ,
    Dian Cheng
    ,
    Xunlan Zhou
    ,
    Shenghua Wan
    ,
    Le Gan
    , De-Chuan Zhan
  14. MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification
    AAAI 2025 ·
    Xu-Yang Chen
    ,
    Lu Han
    , De-Chuan Zhan,
    Han-Jia Ye
  15. MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning
    AAAI 2025 ·
    Hai-Long Sun
    ,
    Da-Wei Zhou
    ,
    Hanbin Zhao
    ,
    Le Gan
    , De-Chuan Zhan,
    Han-Jia Ye
  16. Maximizing the Effectiveness of Larger BERT Models for Compression
    ACL 2025 ·
    Wen-Shu Fan
    ,
    Su Lu
    ,
    Shangyu Xing
    ,
    Xin-Chun Li
    , De-Chuan Zhan
  17. Multimodal Tabular Reasoning with Privileged Structured Information
    NeurIPS 2025 ·
    Jun-Peng Jiang
    ,
    Yu Xia
    ,
    Hai-Long Sun
    ,
    Shiyin Lu
    ,
    Qingguo Chen
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    , De-Chuan Zhan,
    Han-Jia Ye
  18. Parrot: Multilingual Visual Instruction Tuning
    ICML 2025 ·
    Hai-Long Sun
    ,
    Da-Wei Zhou
    ,
    Yang Li
    ,
    Shiyin Lu
    ,
    Chao Yi
    ,
    Qing-Guo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    , De-Chuan Zhan,
    Han-Jia Ye
  19. Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later
    ICLR 2025 ·
    Han-Jia Ye
    ,
    Huai-Hong Yin
    , De-Chuan Zhan,
    Wei-Lun Chao
  20. Reward Models in Deep Reinforcement Learning: A Survey
    IJCAI 2025 ·
    Rui Yu
    ,
    Shenghua Wan
    ,
    Yucen Wang
    ,
    Chen-Xiao Gao
    ,
    Le Gan
    ,
    Zongzhang Zhang
    , De-Chuan Zhan
  21. Task-Agnostic Guided Feature Expansion for Class-Incremental Learning
    CVPR 2025 ·
    Bowen Zheng
    ,
    Da-Wei Zhou
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  22. ZooProbe: A Data Engine for Evaluating, Exploring, and Evolving Large-scale Training Data for Multimodal LLMs
    ICLR 2025 ·
    Yi-Kai Zhang
    ,
    Shiyin Lu
    ,
    Qing-Guo Chen
    , De-Chuan Zhan,
    Han-Jia Ye
  23. AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors
    ICML 2024 ·
    Yucen Wang
    ,
    Shenghua Wan
    ,
    Le Gan
    ,
    Shuai Feng
    , De-Chuan Zhan
  24. Bridge the Modality and Capability Gaps in Vision-Language Model Selection
    NeurIPS 2024 ·
    Chao Yi
    ,
    Yuhang He
    , De-Chuan Zhan,
    Han-Jia Ye
  25. CS3: Cascade SAM for Sperm Segmentation
    MICCAI 2024 ·
    Yi Shi
    ,
    Xu-Peng Tian
    ,
    Yun-Kai Wang
    ,
    Tie-Yi Zhang
    ,
    Bing Yao
    ,
    Hui Wang
    ,
    Yong Shao
    ,
    Cen-Cen Wang
    ,
    Rong Zeng
    , De-Chuan Zhan
  26. Continual Learning with Pre-Trained Models: A Survey
    IJCAI 2024 ·
    Da-Wei Zhou
    ,
    Hai-Long Sun
    ,
    Jingyi Ning
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  27. Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation
    ICML 2024 ·
    Lan Li
    ,
    Xin-Chun Li
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  28. Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning
    CVPR 2024 ·
    Da-Wei Zhou
    ,
    Hai-Long Sun
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  29. Exploring and Exploiting the Asymmetric Valley of Deep Neural Networks
    NeurIPS 2024 ·
    Xin-Chun Li
    ,
    Jin-Lin Tang
    ,
    Bo Zhang
    ,
    Lan Li
    , De-Chuan Zhan
  30. Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification
    CVPR 2024 ·
    Chao Yi
    ,
    Lu Ren
    , De-Chuan Zhan,
    Han-Jia Ye
  31. Leveraging Separated World Model for Exploration in Visually Distracted Environments
    NeurIPS 2024 ·
    Kaichen Huang
    ,
    Shenghua Wan
    ,
    Minghao Shao
    ,
    Hai-Hang Sun
    ,
    Le Gan
    ,
    Shuai Feng
    , De-Chuan Zhan
  32. MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation
    ICML 2024 ·
    Bowen Tao
    ,
    Xin-Chun Li
    , De-Chuan Zhan
  33. MOSER: Learning Sensory Policy for Task-specific Viewpoint via View-conditional World Model
    IJCAI 2024 ·
    Shenghua Wan
    ,
    Hai-Hang Sun
    ,
    Le Gan
    , De-Chuan Zhan
  34. Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
    ICML 2024 ·
    Bowen Zheng
    ,
    Da-Wei Zhou
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  35. RE-SORT: Removing Spurious Correlation in Multilevel Interaction for CTR Prediction
    UAI 2024 ·
    Songli Wu
    ,
    Liang Du
    ,
    Jiaqi Yang
    ,
    Yuai Wang
    , De-Chuan Zhan,
    Shuang Zhao
    ,
    Zixun Sun
  36. Revisit the Essence of Distilling Knowledge through Calibration
    ICML 2024 ·
    Wen-Shu Fan
    ,
    Su Lu
    ,
    Xin-Chun Li
    , De-Chuan Zhan,
    Le Gan
  37. SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting
    ICML 2024 ·
    Lu Han
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  38. SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
    NeurIPS 2024 ·
    Han Lu
    ,
    Xu-Yang Chen
    ,
    Han-Jia Ye
    , De-Chuan Zhan
  39. SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets
    ICML 2024 ·
    Shenghua Wan
    ,
    Ziyuan Chen
    ,
    Le Gan
    ,
    Shuai Feng
    , De-Chuan Zhan
  40. Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images
    ICML 2024 ·
    Jun-Peng Jiang
    ,
    Han-Jia Ye
    ,
    Leye Wang
    ,
    Yang Yang
    ,
    Yuan Jiang
    , De-Chuan Zhan
  41. Twice Class Bias Correction for Imbalanced Semi-supervised Learning
    AAAI 2024 ·
    Lan Li
    ,
    Bowen Tao
    ,
    Lu Han
    , De-Chuan Zhan,
    Han-Jia Ye
  42. Weight Scope Alignment: A Frustratingly Easy Method for Model Merging
    ECAI 2024 ·
    Yichu Xu
    ,
    Xin-Chun Li
    ,
    Le Gan
    , De-Chuan Zhan
  43. Wings: Learning Multimodal LLMs without Text-only Forgetting
    NeurIPS 2024 ·
    Yi-Kai Zhang
    ,
    Shiyin Lu
    ,
    Yang Li
    ,
    Yanqing Ma
    ,
    Qingguo Chen
    ,
    Zhao Xu
    ,
    Weihua Luo
    ,
    Kaifu Zhang
    , De-Chuan Zhan,
    Han-Jia Ye