Yanqi Cheng — accepted AI-conference papers

2026

EVA-Gen: When Perception Learns from Value via Generative Models in Decentralized Multi-Agent Systems

Yuduo Zheng, XueFeng Du, Yanqi Cheng, Li Yin, Fengqi Li

IJCAI 2026

Decentralized Multi Agent Reinforcement Learning (MARL) faces a fundamental dilemma in real world deployments: agents must operate under epistemic fragmentation, where local observations are severely occluded, while navigating heterogeneous value landscapes, where sparse, critical events carry dispr

Cited by 0 Scholar ↗

2025

D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction

Lipei Zhang, Rui Sun, Zhongying Deng, Yanqi Cheng, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero

NeurIPS 2025poster

Variations in Magnetic resonance imaging (MRI) scanners and acquisition protocols cause distribution shifts that degrade reconstruction performance on unseen data. Test-time adaptation (TTA) offers a promising solution to address this discrepancies. However, previous single-shot TTA approaches are…

Cited by 0 Source ↗Scholar ↗