Cite-While-You-Generate: Training-Free Evidence Attribution for Multimodal Clinical Summarization.

Qianqi Yan

Qianqi Yan Huy Nguyen Sumana Srivatsa Hari Bandi Xin Eric Wang Krishnaram Kenthapadi Cite-While-You-Generate: Training-Free Evidence Attribution for Multimodal Clinical Summarization. 2026 January abs/2601.16397 CoRR https://doi.org/10.48550/arXiv.2601.16397 db/journals/corr/corr2601.html#abs-2601-16397 streams/journals/corr

Qianqi Yan Yichen Guo Ching-Chen Kuo Shan Jiang Hang Yin Yang Zhao Xin Eric Wang OmniTrace: A Unified Framework for Generation-Time Attribution in Omni-Modal LLMs. 2026 April abs/2604.13073 CoRR https://doi.org/10.48550/arXiv.2604.13073 db/journals/corr/corr2604.html#abs-2604-13073 streams/journals/corr

Zihan Huang Junda Wu Tong Yu 0001 Qianqi Yan Rohan Surana Uttaran Bhattacharya Lina Yao 0001 Xin Eric Wang Julian J. McAuley Skill-CMIB: Multimodal Agent Skill for Consistent Action via Conditional Multimodal Information Bottleneck. 2026 May abs/2605.08526 CoRR https://doi.org/10.48550/arXiv.2605.08526 db/journals/corr/corr2605.html#abs-2605-08526 streams/journals/corr

Chengzhi Liu Yichen Guo Yepeng Liu Yuzhe Yang Qianqi Yan Xuandong Zhao Wenyue Hua Sheng Liu Sharon Li Yuheng Bu Xin Eric Wang Auditing Agent Harness Safety. 2026 May abs/2605.14271 CoRR https://doi.org/10.48550/arXiv.2605.14271 db/journals/corr/corr2605.html#abs-2605-14271 streams/journals/corr

Qianqi Yan Yue Fan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xin Eric Wang Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models. 18829-18845 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.964 https://aclanthology.org/2025.findings-acl.964/ conf/acl/2025f db/conf/acl/acl2025f.html#YanFLJZGKW25 Qianqi Yan Xuehai He Xiang Yue Xin Eric Wang Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA. 19188-19205 2025 ACL (Findings) https://doi.org/10.18653/v1/2025.findings-acl.981 https://aclanthology.org/2025.findings-acl.981/ conf/acl/2025f db/conf/acl/acl2025f.html#YanHYW25 Qianqi Yan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xin Eric Wang Hidden in Plain Sight: Reasoning in Underspecified and Misspecified Scenarios for Multimodal LLMs. 24715-24735 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1255 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#YanLJZGKW25 streams/conf/emnlp

Qianqi Yan Yue Fan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xin Eric Wang Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models. 2025 February abs/2502.16033 CoRR https://doi.org/10.48550/arXiv.2502.16033 db/journals/corr/corr2502.html#abs-2502-16033 streams/journals/corr

Qianqi Yan Hongquan Li Shan Jiang Yang Zhao Xinze Guan Ching-Chen Kuo Xin Eric Wang Hidden in Plain Sight: Probing Implicit Reasoning in Multimodal Language Models. 2025 June abs/2506.00258 CoRR https://doi.org/10.48550/arXiv.2506.00258 db/journals/corr/corr2506.html#abs-2506-00258 streams/journals/corr

Jing Gu Xian Liu Yu Zeng 0001 Ashwin Nagarajan Fangrui Zhu Daniel Hong Yue Fan Qianqi Yan Kaiwen Zhou 0002 Ming-Yu Liu 0001 Xin Eric Wang "PhyWorldBench": A Comprehensive Evaluation of Physical Realism in Text-to-Video Models. 2025 July abs/2507.13428 CoRR https://doi.org/10.48550/arXiv.2507.13428 db/journals/corr/corr2507.html#abs-2507-13428 streams/journals/corr

Sicong Huang 0006 Qianqi Yan Shengze Wang 0007 Ian Lane Enhancing Faithfulness in Abstractive Summarization via Span-Level Fine-Tuning. 2025 October abs/2510.09915 CoRR https://doi.org/10.48550/arXiv.2510.09915 db/journals/corr/corr2510.html#abs-2510-09915 streams/journals/corr

Yue Fan Jing Gu Kaiwen Zhou 0002 Qianqi Yan Shan Jiang Ching-Chen Kuo Yang Zhao Xinze Guan Xin Wang 0061 Muffin or Chihuahua? Challenging Multimodal Large Language Models with Multipanel VQA. 6845-6863 2024 ACL (1) https://doi.org/10.18653/v1/2024.acl-long.370 https://aclanthology.org/2024.acl-long.370 https://www.wikidata.org/entity/Q131458014 conf/acl/2024-1 db/conf/acl/acl2024-1.html#FanGZYJKZG024

Yue Fan Jing Gu Kaiwen Zhou 0002 Qianqi Yan Shan Jiang Ching-Chen Kuo Xinze Guan Xin Eric Wang Muffin or Chihuahua? Challenging Large Vision-Language Models with Multipanel VQA. 2024 abs/2401.15847 CoRR https://doi.org/10.48550/arXiv.2401.15847 db/journals/corr/corr2401.html#abs-2401-15847

Qianqi Yan Xuehai He Xiang Yue Xin Eric Wang Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA. 2024 abs/2405.20421 CoRR https://doi.org/10.48550/arXiv.2405.20421 db/journals/corr/corr2405.html#abs-2405-20421

Hari Bandi Uttaran Bhattacharya Yuheng Bu Yue Fan Jing Gu Xinze Guan Yichen Guo Xuehai He Daniel Hong Wenyue Hua Sicong Huang 0006 Zihan Huang Shan Jiang Krishnaram Kenthapadi Ching-Chen Kuo Ian Lane Hongquan Li Sharon Li Chengzhi Liu Ming-Yu Liu 0001 Sheng Liu Xian Liu Yepeng Liu Julian J. McAuley Ashwin Nagarajan Huy Nguyen Sumana Srivatsa Rohan Surana Shengze Wang 0007 Xin Wang 0061Xin Eric Wang Junda Wu Yuzhe Yang Lina Yao 0001 Hang Yin Tong Yu 0001 Xiang Yue Yu Zeng 0001 Xuandong Zhao Yang Zhao Kaiwen Zhou 0002 Fangrui Zhu