Lyu, Yuanhuiyi

12 publications

NeurIPS 2025 Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention Xin Zou, Di Lu, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Xu Zheng, Linfeng Zhang, Xuming Hu

ICCV 2025 From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers Jiacheng Liu, Chang Zou, Yuanhuiyi Lyu, Junjie Chen, Linfeng Zhang

ICML 2025 Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in Multimodal Large Language Models Xin Zou, Yizhou Wang, Yibo Yan, Yuanhuiyi Lyu, Kening Zheng, Sirui Huang, Junkai Chen, Peijie Jiang, Jia Liu, Chang Tang, Xuming Hu

ICCV 2025 OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong, Xu Zheng, Chenfei Liao, Yuanhuiyi Lyu, Jialei Chen, Shengyang Wu, Linfeng Zhang, Xuming Hu

ICML 2025 RealRAG: Retrieval-Augmented Realistic Image Generation via Self-Reflective Contrastive Learning Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu

ICCV 2025 Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization Xu Zheng, Yuanhuiyi Lyu, Lutao Jiang, Danda Pani Paudel, Luc Van Gool, Xuming Hu

NeurIPS 2025 ST$^2$360D: Spatial-to-Temporal Consistency for Training-Free 360 Monocular Depth Estimation Zidong Cao, Jinjing Zhu, Hao Ai, Lutao Jiang, Yuanhuiyi Lyu, Hui Xiong

ECCV 2024 Centering the Value of Every Modality: Towards Efficient and Resilient Modality-Agnostic Semantic Segmentation Xu Zheng, Yuanhuiyi Lyu, Jiazhou Zhou, Lin Wang

ECCV 2024 EventBind: Learning a Unified Representation to Bind Them All for Event-Based Open-World Understanding Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

CVPR 2024 ExACT: Language-Guided Conceptual Reasoning and Uncertainty Estimation for Event-Based Action Recognition and More Jiazhou Zhou, Xu Zheng, Yuanhuiyi Lyu, Lin Wang

ECCV 2024 Learning Modality-Agnostic Representation for Semantic Segmentation from Any Modalities Xu Zheng, Yuanhuiyi Lyu, Lin Wang

CVPR 2024 UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu, Xu Zheng, Jiazhou Zhou, Lin Wang