← Search

Yanming Zhang

3 accepted papers

2026

CausalXRL: Explainable Reinforcement Learning through Causal Graph Reasoning

ICML 2026poster

Reinforcement learning is a powerful paradigm for training autonomous agents and has achieved impressive performance in complex environments. However, this success often comes at the cost of interpretability, diminishing trust and complicating efforts to debug and improve agent behavior. To address …

Cited by 0SourceScholar
2025

Structure-Aware Handwritten Text Recognition via Graph-Enhanced Cross-Modal Mutual Learning

IJCAI 2025

Existing handwriting recognition methods only focus on learning visual patterns by modeling low-level relationships of adjacent pixels, while overlooking the intrinsic geometric structures of characters. In this paper, we propose a novel graph-enhanced cross-modal mutual learning network GCM to full

Cited by 0SourcePDFScholar
2025

Unsupervised Multi-View Outlier Detection via Optimal Graph Filtering

ICASSP 2025accepted

Unsupervised multi-view outlier detection has garnered increasing attention in recent years, yet existing methods face persistent challenges. Many approaches rely predominantly on first-order neighborhood information, overlooking the richer insights offered by higher-order structures, which can degr…

Cited by 0SourceScholar