Yuanhuiyi Lyu
- MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
2025/02/16 by Jiahao Huo, Huo, Jiahao, Yibo Yan +11 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?
2025/05/17 by Zihao Dongfang, Xu Zheng, Dongfang, Zihao +13 · 10 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Spatial Cognition and Navigation
- ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More
2024/03/19 by Jiazhou Zhou, Zhou, Jiazhou, Zheng Xu +5 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
2024/07/16 by Xu Zheng, Yuanhuiyi Lyu, Zheng, Xu +5 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
2024/07/16 by Xu Zheng, Zheng, Xu, Yuanhuiyi Lyu +3 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All
2024/05/25 by Yuanhuiyi Lyu, Zheng Xu, Lyu, Yuanhuiyi +5 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Interactive and Immersive Displays #Robotics and Automated Systems
- MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection
2024/12/22 by Xu Zheng, Yuanhuiyi Lyu, Zheng, Xu +8 · 2 citations
Computer Science · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Topic Modeling
- Don't Just Chase "Highlighted Tokens" in MLLMs: Revisiting Visual Holistic Context Retention
2025/10/03 by Xin Zou, Di Lu, Zou, Xin +13 · 6 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Learning Robust Anymodal Segmentor with Unimodal and Cross-modal Distillation
2024/11/26 by Zheng Xu, Zheng, Xu, Haiwei Xue +15 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reinforcing Egocentric Spatial Perception in Multimodal Large Language Models via Ego Scene Augmentation
2026/07/16 by Chi Kit Wong, Ye Pan, Yuanhuiyi Lyu +6
#cs.CV