Sheng-Jun Huang

COFormer: Towards a Foundation Model for Solving Combinatorial Optimization Problems

Tailored Teaching with Balanced Difficulty: Elevating Reasoning in Multimodal Chain-of-Thought via Prompt Curriculum

Federated Data and Feature Selection by Generalized CUR Decomposition

Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition

Efficient Heterogeneity-Aware Federated Active Data Selection

Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL

On the Cost-Effectiveness of Partially-Annotating Methods for Multi-Label Learning

Dual-Head Knowledge Distillation: Enhancing Logits Utilization with an Auxiliary Head

Semantic-aligned Query Synthesis for Active Learning