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Xiang Xue

2 accepted papers

2026

iCD: An Implicit Clustering Distillation Method for Structural Information Mining (Student Abstract)

AAAI 2026technical

Logit Knowledge Distillation has gained substantial research interest in recent years due to its simplicity and lack of requirement for intermediate feature alignment; however, it suffers from limited interpretability in its decision-making process. To address this, we propose implicit Clustering Di

Cited by 0SourcePDFScholar
2025

Diverse Collaboration in Multi-Agent Reinforcement Learning via Self-Adaptive Method

ICASSP 2025accepted

Multi-Agent Reinforcement Learning (MARL) has shown significant promise in tackling complex cooperative tasks, largely due to parameter sharing among agents. However, while this sharing facilitates teamwork, it can also result in agent homogenization, which limits individualized behaviors. To addres…

Cited by 0SourceScholar