Ruiyang Zhang, Junhao Zhang, Hao Fei, Zhedong Zheng, "Uncertainty-o: One Model-agnostic Framework for Unveiling Uncertainty in Large Multimodal Models." Findings of EMNLP, 2026.[Link]
Ruiyang Zhang, Dongzhan Zhou, Zhedong Zheng, "SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models." ICLR, 2026.[Link]
Ruiyang Zhang, Hu Zhang, Zhedong Zheng, "Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection." ICCV, 2025.[Link]
Ruiyang Zhang, Hu Zhang, Hang Yu, Zhedong Zheng, "Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene." European conference on computer vision (ECCV), 2024.[Link]