Lu, Hongjin

1. 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 · 46 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
2. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
   2024/01/19 by Xiyao Wang, Yuhang Zhou, Wang, Xiyao +21 · 10 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
3. Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
   2024/12/04 by Xiyao Wang, Zhengyuan Yang, Wang, Xiyao +13 · 6 citations
   Computer Science · Psychology · #Color perception and design #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection