Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. - Xiyao Wang; Yuhang Zhou; Xiaoyu Liu 003; Hongjin Lu; Yuancheng Xu; Feihong He; Jaehong Yoon; Taixi Lu; Fuxiao Liu; Gedas Bertasius; Mohit Bansal; Huaxiu Yao; et al. (ACL (1), 2024)

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences. - Xiyao Wang; Yuhang Zhou; Xiaoyu Liu 003; Hongjin Lu; Yuancheng Xu; Feihong He; Jaehong Yoon; Taixi Lu; Gedas Bertasius; Mohit Bansal; Huaxiu Yao; Furong Huang (CoRR, 2024)

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension. - Xiyao Wang; Zhengyuan Yang; Linjie Li; Hongjin Lu; Yuancheng Xu; Chung-Ching Lin; Kevin Lin; Furong Huang; Lijuan Wang (CoRR, 2024)

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement. - Xiyao Wang; Zhengyuan Yang; Chao Feng; Hongjin Lu; Linjie Li; Chung-Ching Lin; Kevin Lin; Furong Huang; Lijuan Wang (CoRR, 2025)