De-Chuan Zhan

19

Papers

52

Total Citations

Papers (19)

Leveraging Cross-Modal Neighbor Representation for Improved CLIP Classification

MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning

Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens

Multimodal Tabular Reasoning with Privileged Structured Information

NeurIPS 2025arXiv

Addressing Imbalanced Domain-Incremental Learning through Dual-Balance Collaborative Experts

Expandable Subspace Ensemble for Pre-Trained Model-Based Class-Incremental Learning

Revisit the Essence of Distilling Knowledge through Calibration

SIN: Selective and Interpretable Normalization for Long-Term Time Series Forecasting

Enhancing Class-Imbalanced Learning with Pre-Trained Guidance through Class-Conditional Knowledge Distillation

SeMOPO: Learning High-quality Model and Policy from Low-quality Offline Visual Datasets

Tabular Insights, Visual Impacts: Transferring Expertise from Tables to Images

MLI Formula: A Nearly Scale-Invariant Solution with Noise Perturbation

AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors

Dual Consolidation for Pre-Trained Model-Based Domain-Incremental Learning

Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning

Task-Agnostic Guided Feature Expansion for Class-Incremental Learning

External Knowledge Injection for CLIP-Based Class-Incremental Learning

MIETT: Multi-Instance Encrypted Traffic Transformer for Encrypted Traffic Classification

Capability Instruction Tuning