FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation.

Haocheng Gao Zichen Tang Haihong E Rongjin Li Jiacheng Liu Linwei Jia Zhuodi Hao Zhongjun Yang Yuanze Li Haolin Tian Xinyi Hu Peizhi Zhao Yuan Liu Zhengyu Wang Xianghe Wang Yiling Huang Xueyuan Lin Ruofei Bai Zijian Xie Qian Huang Ruining Cao Haocheng Gao FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation. 25858-25866 2026 AAAI https://doi.org/10.1609/aaai.v40i30.39785 conf/aaai/2026 db/conf/aaai/aaai2026.html#TangELLJHYLTHZL26 Jiacheng Liu Zichen Tang Zhongjun Yang Xinyi Hu Xueyuan Lin Linwei Jia Ruofei Bai Rongjin Li Shiyao Peng Haocheng Gao Haihong E RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems. 7653-7676 2026 ACL (Findings) https://aclanthology.org/2026.findings-acl.378/ conf/acl/2026f db/conf/acl/acl2026f.html#LiuTYHLJBLPGE26 Junpeng Ding Zichen Tang Haihong E Mengyuan Ji Yang Liu Haolin Tian Haiyang Sun Pengqi Sun Yang Xu Yichen Liu Haocheng Gao Zijie Xi Ruomeng Jiang Peizhi Zhao Rongjin Li Yuanze Li Jiacheng Liu Zhongjun Yang Jintong Chen Siying Lin Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning. 12859-12882 2026 ACL (1) https://aclanthology.org/2026.acl-long.585/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#DingTEJLTSSXLGX26 Bo Zhang Tzu-Yen Ma Zichen Tang Junpeng Ding Zirui Wang Yizhuo Zhao Peilin Gao Zijie Xi Zixin Ding Haiyang Sun Haocheng Gao Yuan Liu Liangjia Wang Yiling Huang Yujie Wang Yuyue Zhang Ronghui Xi Yuanze Li Jiacheng Liu Zhongjun Yang Haihong E AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images. 21327-21363 2026 ACL (1) https://aclanthology.org/2026.acl-long.976/ conf/acl/2026-1 db/conf/acl/acl2026-1.html#ZhangMTDWZGXDSG26 Yian Su Brian Homerding Haocheng Gao Federico Sossai Yebin Chon David I. August Simone Campanoni The Parallel-Semantics Program Dependence Graph for Parallel Optimization. CGO 2026 348-361 conf/cgo/2026 https://doi.org/10.1109/CGO68049.2026.11395217 db/conf/cgo/cgo2026.html#SuHGSCAC26 streams/conf/cgo

Tzu-Yen Ma Bo Zhang Zichen Tang Junpeng Ding Haolin Tian Yuanze Li Zhuodi Hao Zixin Ding Zirui Wang Xinyu Yu Shiyao Peng Yizhuo Zhao Ruomeng Jiang Yiling Huang Peizhi Zhao Jiayuan Chen Weisheng Tan Haocheng Gao Yang Liu Jiacheng Liu Zhongjun Yang Jiayu Huang Haihong E THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics. 2026 March abs/2603.25089 CoRR https://doi.org/10.48550/arXiv.2603.25089 db/journals/corr/corr2603.html#abs-2603-25089 streams/journals/corr

Junpeng Ding Zichen Tang Haihong E Mengyuan Ji Yang Liu Haolin Tian Haiyang Sun Pengqi Sun Yang Xu Yichen Liu Haocheng Gao Zijie Xi Ruomeng Jiang Peizhi Zhao Rongjin Li Yuanze Li Jiacheng Liu Zhongjun Yang Jintong Chen Siying Lin Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning. 2026 April abs/2604.27604 CoRR https://doi.org/10.48550/arXiv.2604.27604 db/journals/corr/corr2604.html#abs-2604-27604 streams/journals/corr

Jiacheng Liu Zichen Tang Zhongjun Yang Xinyi Hu Xueyuan Lin Linwei Jia Ruofei Bai Rongjin Li Shiyao Peng Haocheng Gao Haihong E RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems. 2026 April abs/2604.27616 CoRR https://doi.org/10.48550/arXiv.2604.27616 db/journals/corr/corr2604.html#abs-2604-27616 streams/journals/corr

Bo Zhang Tzu-Yen Ma Zichen Tang Junpeng Ding Zirui Wang Yizhuo Zhao Peilin Gao Zijie Xi Zixin Ding Haiyang Sun Haocheng Gao Yuan Liu Liangjia Wang Yiling Huang Yujie Wang Yuyue Zhang Ronghui Xi Yuanze Li Jiacheng Liu Zhongjun Yang Haihong E AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images. 2026 April abs/2604.28177 CoRR https://doi.org/10.48550/arXiv.2604.28177 db/journals/corr/corr2604.html#abs-2604-28177 streams/journals/corr

Shuo Li Haocheng Gao Wei Chen 0018 Yi Li 0008 Haoxiang Tian 0001 Chengwei Liu Dan Ye 0004 Characterizing and detecting Python version incompatibilities caused by inconsistent version specifications. 112337 2025 222 J. Syst. Softw. https://doi.org/10.1016/j.jss.2025.112337 db/journals/jss/jss222.html#LiGCLTLY25 streams/journals/jss

Zichen Tang Haihong E Rongjin Li Jiacheng Liu Linwei Jia Zhuodi Hao Zhongjun Yang Yuanze Li Haolin Tian Xinyi Hu Peizhi Zhao Yuan Liu Zhengyu Wang Xianghe Wang Yiling Huang Xueyuan Lin Ruofei Bai Zijian Xie Qian Huang Ruining Cao Haocheng Gao FinMMDocR: Benchmarking Financial Multimodal Reasoning with Scenario Awareness, Document Understanding, and Multi-Step Computation. 2025 December abs/2512.24903 CoRR https://doi.org/10.48550/arXiv.2512.24903 db/journals/corr/corr2512.html#abs-2512-24903 streams/journals/corr

David I. August Ruofei Bai Simone Campanoni Ruining Cao Jiayuan Chen Jintong Chen Wei Chen 0018 Yebin Chon Junpeng Ding Zixin Ding Haihong E Peilin Gao Zhuodi Hao Brian Homerding Xinyi Hu Jiayu Huang Qian Huang Yiling Huang Mengyuan Ji Linwei Jia Ruomeng Jiang Rongjin Li Shuo Li Yi Li 0008 Yuanze Li Siying Lin Xueyuan Lin Chengwei Liu Jiacheng Liu Yang Liu Yichen Liu Yuan Liu Tzu-Yen Ma Shiyao Peng Federico Sossai Yian Su Haiyang Sun Pengqi Sun Weisheng Tan Zichen Tang Haolin Tian Haoxiang Tian 0001 Liangjia Wang Xianghe Wang Yujie Wang Zhengyu Wang Zirui Wang Ronghui Xi Zijie Xi Zijian Xie Yang Xu Zhongjun Yang Dan Ye 0004 Xinyu Yu Bo Zhang Yuyue Zhang Peizhi Zhao Yizhuo Zhao