Multi-task Graph Convolutional Neural Network for Calcification Morphology and Distribution Analysis in Mammograms. - Hao Du 005; Melissa Min-Szu Yao; Liangyu Chen 005; Wing P. Chan; Mengling Feng (CoRR, 2021)

Making Your First Choice: To Address Cold Start Problem in Vision Active Learning. - Liangyu Chen 005; Yutong Bai; Siyu Huang; Yongyi Lu; Bihan Wen; Alan L. Yuille; Zongwei Zhou (CoRR, 2022)

Panoptic Video Scene Graph Generation. - Jingkang Yang; Wenxuan Peng; Xiangtai Li; Zujin Guo; Liangyu Chen 005; Bo Li 080; Zheng Ma 008; Kaiyang Zhou; Wayne Zhang 001; Chen Change Loy; Ziwei Liu 002 (CVPR, 2023)

Making Your First Choice: To Address Cold Start Problem in Medical Active Learning. - Liangyu Chen 005; Yutong Bai; Siyu Huang; Yongyi Lu; Bihan Wen; Alan L. Yuille; Zongwei Zhou (MIDL, 2023)

Large Language Models are Visual Reasoning Coordinators. - Liangyu Chen 005; Bo Li 080; Sheng Shen 001; Jingkang Yang; Chunyuan Li; Kurt Keutzer; Trevor Darrell; Ziwei Liu 002 (NeurIPS, 2023)

Otter: A Multi-Modal Model with In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Jingkang Yang; Ziwei Liu 002 (CoRR, 2023)

MIMIC-IT: Multi-Modal In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (CoRR, 2023)

Automatic Calcification Morphology and Distribution Classification for Breast Mammograms With Multi-Task Graph Convolutional Neural Network. - Hao Du 005; Melissa Min-Szu Yao; Siqi Liu; Liangyu Chen 005; Wing P. Chan; Mengling Feng (IEEE J. Biomed. Health Informatics, 2023)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

Aurora-M: The First Open Source Multilingual Language Model Red-teamed according to the U.S. Executive Order. - Taishi Nakamura; Mayank Mishra; Simone Tedeschi; Yekun Chai; Jason T. Stillerman; Felix Friedrich; Prateek Yadav; Tanmay Laud; Minh Chien Vu; Terry Yue Zhuo; Diganta Misra; Ben Bogin; et al. (CoRR, 2024)

Diversify and Conquer: Diversity-Centric Data Selection with Iterative Refinement. - Simon Yu; Liangyu Chen 005; Sara Ahmadian; Marzieh Fadaee (CoRR, 2024)

MMInA: Benchmarking Multihop Multimodal Internet Agents. - Shulin Tian; Ziniu Zhang; Liangyu Chen 005; Ziwei Liu 002 (ACL (Findings), 2025)

Aurora-M: Open Source Continual Pre-training for Multilingual Language and Code. - Taishi Nakamura; Mayank Mishra; Simone Tedeschi; Yekun Chai; Jason T. Stillerman; Felix Friedrich; Prateek Yadav; Tanmay Laud; Minh Chien Vu; Terry Yue Zhuo; Diganta Misra; Ben Bogin; et al. (COLING (Industry), 2025)

BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature. - Alejandro Lozano; Min Woo Sun; James Burgess; Liangyu Chen 005; Jeffrey J. Nirschl; Jeffrey Gu; Ivan Lopez; Josiah Aklilu; Anita Rau; Austin Wolfgang Katzer; Yuhui Zhang; Collin Chiu; et al. (CVPR, 2025)

A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI. - Alejandro Lozano; Min Woo Sun; James Burgess; Jeffrey J. Nirschl; Christopher Polzak; Yuhui Zhang; Liangyu Chen 005; Jeffrey Gu; Ivan Lopez; Josiah Aklilu; Anita Rau; Austin Wolfgang Katzer; et al. (CoRR, 2025)

OpenThoughts: Data Recipes for Reasoning Models. - Etash Kumar Guha; Ryan Marten; Sedrick Keh; Negin Raoof; Georgios Smyrnis; Hritik Bansal; Marianna Nezhurina; Jean Mercat; Trung Vu 002; Zayne Sprague; Ashima Suvarna; Benjamin Feuer; et al. (CoRR, 2025)

Benchmarking and Analyzing Generative Data for Visual Recognition. - Bo Li 080; Haotian Liu; Liangyu Chen 005; Yong Jae Lee; Chunyuan Li; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Otter: A Multi-Modal Model With In-Context Instruction Tuning. - Bo Li 080; Yuanhan Zhang; Liangyu Chen 005; Jinghao Wang; Fanyi Pu; Joshua Adrian Cahyono; Jingkang Yang; Chunyuan Li; Ziwei Liu 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)