2026 顶会论文
6作者位次 #5/5ICML 2026Poster· Applications / Robotics
PSG-Nav: Probabilistic Scene Graph Navigation via Multiverse Decision Making
Rufeng Chen · Yue Chang · Xiaqiang Tang · Hechang Chen · Sihong Xie
作者位次 #2/3ICML 2026Poster· Social Aspects / Safety
X-EviProbe: Post-hoc Parameter-Free Evidential Uncertainty Quantification for Frozen Graph Neural Networks
Chenghua Guo · Sihong Xie · Xi Zhang
作者位次 #4/4ICML 2026Oral· Deep Learning / Large Language Models
Information Flow Reveals When to Trust Language Models
Rui Xu · Yi Chen · Jiujiu Chen · Sihong Xie
作者位次 #3/4ICML 2026Spotlight· Social Aspects / Accountability, Transparency, and Interpretability
Towards the Explainability of Temporal Graph Networks via Memory Backtracking and Topological Attribution
Yazheng Liu · Xi Zhang · Sihong Xie · Hui Xiong
作者位次 #2/3IROS 2026Poster· Vehicle Navigation in Unstructured and Hazardous Settings
Adaptive-Critical: Identifying Critical States for Risk-Sensitive Navigation Via Distributional Reinforcement Learning
Zhaofan ZHANG · Sihong Xie · Hui Xiong
强化学习与后训练Robust/Adaptive ControlAutonomous Vehicle NavigationReinforcement LearningOpenReview 作者位次 #5/5AAAI 2026Poster· Artificial Intelligence
REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models
Yi Wang · Xiaqiang Tang · Keyu Hu · Haojie Lu · Sihong Xie