Ma, Kaixin

8 publications

TMLR 2026 VScan: Rethinking Visual Token Reduction for Efficient Large Vision-Language Models Ce Zhang, Kaixin Ma, Tianqing Fang, Wenhao Yu, Hongming Zhang, Zhisong Zhang, Haitao Mi, Dong Yu

AAAI 2025 COLUMBUS: Evaluating COgnitive Lateral Understanding Through Multiple-Choice reBUSes Koen Kraaijveld, Yifan Jiang, Kaixin Ma, Filip Ilievski

ICLR 2025 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu

TMLR 2025 Leopard: A Vision Language Model for Text-Rich Multi- Image Tasks Mengzhao Jia, Wenhao Yu, Kaixin Ma, Tianqing Fang, Zhihan Zhang, Siru Ouyang, Hongming Zhang, Dong Yu, Meng Jiang

ICLR 2025 RepoGraph: Enhancing AI Software Engineering with Repository-Level Code Graph Siru Ouyang, Wenhao Yu, Kaixin Ma, Zilin Xiao, Zhihan Zhang, Mengzhao Jia, Jiawei Han, Hongming Zhang, Dong Yu

NeurIPS 2024 MARVEL: Multidimensional Abstraction and Reasoning Through Visual Evaluation and Learning Yifan Jiang, Jiarui Zhang, Kexuan Sun, Zhivar Sourati, Kian Ahrabian, Kaixin Ma, Filip Ilievski, Jay Pujara

NeurIPSW 2023 LASER: LLM Agent with State-Space Exploration for Web Navigation Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, Dong Yu

AAAI 2021 Knowledge-Driven Data Construction for Zero-Shot Evaluation in Commonsense Question Answering Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari