Xiyao Wang
- LLaVA-Critic: Learning to Evaluate Multimodal Models
2024/10/03 by Tianyi Xiong, Xiyao Wang, Xiong, Tianyi +13 · 33 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Multi-Agent Systems and Negotiation
- SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
2025/04/10 by Xiyao Wang, Wang, Xiyao, Zhengyuan Yang +15 · 40 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training
2025/09/28 by Xiang An, Yin Xie, An, Xiang +43 · 1 voice · 46 citations
#cs.CV
- Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement
2024/05/24 by Xiyao Wang, Wang, Xiyao, Jiuhai Chen +19 · 18 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Calibrated Self-Rewarding Vision Language Models
2024/05/23 by Yiyang Zhou, Zhou, Yiyang, Zhiyuan Fan +17 · 17 citations
Psychology · #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Machine Learning (cs.LG)
- TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning
2023/06/22 by Ruijie Zheng, Zheng, Ruijie, Xiyao Wang +13 · 7 citations
Computer Science · #Reinforcement Learning in Robotics
- Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
2024/01/19 by Xiyao Wang, Wang, Xiyao, Yuhang Zhou +21 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
2025/06/11 by Xiyao Wang, Wang, Xiyao, Zhengyuan Yang +22 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning
2024/10/09 by Xiyao Wang, Wang, Xiyao, Song, Linfeng +12 · 4 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function
2023/02/02 by Ruijie Zheng, Xiyao Wang, Zheng, Ruijie +5 · 2 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Smart Grid Security and Resilience
- LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model
2025/08/31 by Xiyao Wang, Chunyuan Li, Wang, Xiyao +10 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
- What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding
2025/06/08 by Ming Li, Zhengyuan Yang, Li, Ming +11 · 5 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Constraint Satisfaction and Optimization
- Emojis Decoded: Leveraging ChatGPT for Enhanced Understanding in Social Media Communications
2024/01/22 by Yuhang Zhou, Zhou, Yuhang, Paiheng Xu +9 · 1 citation
Computer Science · Medicine · Psychology · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Topic Modeling