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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

Lan Li
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Yi-Kai Zhang
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Da-Wei Zhou
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Jun-Peng Jiang
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Yucen Wang
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Hai-Long Sun
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Wen-Shu Fan
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Bowen Zheng
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Chao Yi
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Shenghua Wan
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Zekun Hu
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Nan Jiang
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Papers

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