Toward Global Large Language Models in Medicine.

Yingjian Chen

Rui Yang 0016 Huitao Li Weihao Xuan Heli Qi Xin Li 0079 Kunyu Yu Yingjian Chen Rongrong Wang Jacques Behmoaras Tianxi Cai Bibhas Chakraborty Qingyu Chen 0001 Lionel Tim-Ee Cheng Marie-Louise Damwanza Chido Dzinotyiwei Aosong Feng Chuan Hong Yusuke Iwasawa Yuhe Ke Linah Kitala Taehoon Ko Jisan Lee Irene Li Jonathan Chong Kai Liew Hongfang Liu Lian Leng Low Edison Marrese-Taylor Yutaka Matsuo Isheanesu Misi Yilin Ning Jasmine Chiat Ling Ong Marcus Eng Hock Ong Enrico Petretto Hossein Rouhizadeh Abiram Sandralegar Oren Schreier Iain Bee Huat Tan Patrick Tan Daniel Shu Wei Ting Junjue Wang Chunhua Weng Matthew Yu Heng Wong Fang Wu 0002 Yunze Xiao Xuhai Xu Qingcheng Zeng Zhuo Zheng Yifan Peng 0002 Douglas Teodoro Nan Liu 0003 Toward Global Large Language Models in Medicine. 2026 January abs/2601.02186 CoRR https://doi.org/10.48550/arXiv.2601.02186 db/journals/corr/corr2601.html#abs-2601-02186 streams/journals/corr

Yakun Niu Yingjian Chen Lei Zhang Detecting AI-Generated Images via Distributional Deviations from Real Images. 2026 January abs/2601.03586 CoRR https://doi.org/10.48550/arXiv.2601.03586 db/journals/corr/corr2601.html#abs-2601-03586 streams/journals/corr

Yingjian Chen Haoran Liu Yinhong Liu Sherry T. Tong Aosong Feng Jinghui Lu Juntao Zhang Yusuke Iwasawa Yutaka Matsuo Irene Li From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs. 2026 January abs/2601.03597 CoRR https://doi.org/10.48550/arXiv.2601.03597 db/journals/corr/corr2601.html#abs-2601-03597 streams/journals/corr

Yingjian Chen Haoran Liu Yinhong Liu Jinxiang Xie Rui Yang 0016 Han Yuan Yanran Fu Peng Yuan Zhou Qingyu Chen 0001 James Caverlee Irene Li GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking. 14976-14995 2025 ACL (1) https://aclanthology.org/2025.acl-long.729/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#ChenLLXYYFZCCL25 Yingjian Chen Feiyang Li Xingyu Song Tianxiao Li 0001 Zixin Xu Xiujie Chen Issey Sukeda Irene Li Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs. 19-28 2025 SLM4Health@AIME https://ceur-ws.org/Vol-3985/paper3.pdf conf/aime/2025slm4health db/conf/aime/slm4health2025.html#ChenLSLXCSL25 streams/conf/aime Xinjie Zhao 0004 Moritz Blum Fan Gao Yingjian Chen Boming Yang Luis Marquez-Carpintero Monica Pina-Navarro Yanran Fu So Morikawa Yusuke Iwasawa Yutaka Matsuo Chanjun Park Irene Li AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots. 6757-6761 2025 CIKM https://doi.org/10.1145/3746252.3761459 conf/cikm/2025 db/conf/cikm/cikm2025.html#0004BGCYMPFMIMP25 Xinjie Zhao 0004 Fan Gao Xingyu Song Yingjian Chen Rui Yang 0016 Yanran Fu Yuyang Wang Yusuke Iwasawa Yutaka Matsuo Irene Li ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA. 4067-4089 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.202 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#ZhaoGSCYFWIML25 streams/conf/emnlp

Yingjian Chen Haoran Liu Yinhong Liu Rui Yang 0016 Han Yuan Yanran Fu Pengyuan Zhou Qingyu Chen 0001 James Caverlee Irene Li GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking. 2025 February abs/2502.16514 CoRR https://doi.org/10.48550/arXiv.2502.16514 https://www.wikidata.org/entity/Q132816693 db/journals/corr/corr2502.html#abs-2502-16514 streams/journals/corr

Xinjie Zhao 0004 Fan Gao Rui Yang 0016 Yingjian Chen Yuyang Wang Ying Zhu Jiacheng Tang Irene Li ReAgent: Reversible Multi-Agent Reasoning for Knowledge-Enhanced Multi-Hop QA. 2025 March abs/2503.06951 CoRR https://doi.org/10.48550/arXiv.2503.06951 db/journals/corr/corr2503.html#abs-2503-06951 streams/journals/corr

Feiyang Li Yingjian Chen Haoran Liu Rui Yang 0016 Han Yuan Yuang Jiang Tianxiao Li 0001 Edison Marrese-Taylor Hossein Rouhizadeh Yusuke Iwasawa Douglas Teodoro Yutaka Matsuo Irene Li MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering. 2025 March abs/2503.16131 CoRR https://doi.org/10.48550/arXiv.2503.16131 db/journals/corr/corr2503.html#abs-2503-16131 streams/journals/corr

Yingjian Chen Feiyang Li Xingyu Song Tianxiao Li 0001 Zixin Xu Xiujie Chen Issey Sukeda Irene Li Exploring the Role of Knowledge Graph-Based RAG in Japanese Medical Question Answering with Small-Scale LLMs. 2025 April abs/2504.10982 CoRR https://doi.org/10.48550/arXiv.2504.10982 db/journals/corr/corr2504.html#abs-2504-10982 streams/journals/corr

Xinjie Zhao 0004 Moritz Blum Fan Gao Yingjian Chen Boming Yang Luis Marquez-Carpintero Monica Pina-Navarro Yanran Fu So Morikawa Yusuke Iwasawa Yutaka Matsuo Chanjun Park Irene Li AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots. 2025 August abs/2508.02999 CoRR https://doi.org/10.48550/arXiv.2508.02999 db/journals/corr/corr2508.html#abs-2508-02999 streams/journals/corr

Aaron Tu Weihao Xuan Heli Qi Xu Huang Qingcheng Zeng Shayan Talaei Yijia Xiao Peng Xia Xiangru Tang Yuchen Zhuang Bing Hu Hanqun Cao Wenqi Shi Tianang Leng Rui Yang 0016 Yingjian Chen Ziqi Wang Irene Li Nan Liu 0003 Huaxiu Yao Li Erran Li Ge Liu Amin Saberi Naoto Yokoya Jure Leskovec Yejin Choi 0001 Fang Wu 0002 Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards. 2025 September abs/2509.21882 CoRR https://doi.org/10.48550/arXiv.2509.21882 db/journals/corr/corr2509.html#abs-2509-21882 streams/journals/corr

Rui Yang 0016 Matthew Yu Heng Wong Huitao Li Xin Li 0079 Wentao Zhu Jingchi Liao Kunyu Yu Jonathan Chong Kai Liew Weihao Xuan Yingjian Chen Yuhe Ke Jasmine Chiat Ling Ong Douglas Teodoro Chuan Hong Daniel Shu Wei Ting Nan Liu 0003 Retrieval-Augmented Generation in Medicine: A Scoping Review of Technical Implementations, Clinical Applications, and Ethical Considerations. 2025 November abs/2511.05901 CoRR https://doi.org/10.48550/arXiv.2511.05901 db/journals/corr/corr2511.html#abs-2511-05901 streams/journals/corr

Yakun Niu Lei Tan Lei Zhang 0115 Yingjian Chen Xianyu Zuo Attention-Based Dual-Domain Fusion Network for Median Filtering Forensics. 1860-1864 2024 31 IEEE Signal Process. Lett. https://doi.org/10.1109/LSP.2024.3431440 db/journals/spl/spl31.html#NiuTZCZ24 streams/journals/spl

Yingjian Chen Lei Zhang Yakun Niu Pei Chen Lei Tan Jing Zhou Guided and Fused: Efficient Frozen CLIP-ViT with Feature Guidance and Multi-Stage Feature Fusion for Generalizable Deepfake Detection. 2024 abs/2408.13697 CoRR https://doi.org/10.48550/arXiv.2408.13697 db/journals/corr/corr2408.html#abs-2408-13697 streams/journals/corr

Yingjian Chen Lei Zhang 0115 Yakun Niu Lei Tan Pei Chen Learning on Less: Constraining Pre-trained Model Learning for Generalizable Diffusion-Generated Image Detection. 2024 abs/2412.00665 CoRR https://doi.org/10.48550/arXiv.2412.00665 db/journals/corr/corr2412.html#abs-2412-00665 streams/journals/corr

Yakun Niu Pei Chen Lei Zhang Lei Tan Yingjian Chen Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation. 2024 abs/2412.01622 CoRR https://doi.org/10.48550/arXiv.2412.01622 db/journals/corr/corr2412.html#abs-2412-01622 streams/journals/corr

Zhi Li 0044 Yingjian Chen Dynamic scheduling of multi-memory process flexible job shop problem based on digital twin. 109498 2023 September 183 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2023.109498 db/journals/candie/candie183.html#LiC23

Xingling Shi Liusheng Huang Yingjian Chen V2X and Vision Fusion Based Undulating Road Recognition and Intelligent Vehicle Control. 322-330 2022 BigCom https://doi.org/10.1109/BigCom57025.2022.00047 conf/bigcom/2022 db/conf/bigcom/bigcom2022.html#ShiHC22 Weixiong Rao Yingjian Chen Xinquan Zhang Fanyuan Ma MTrie: A Scalable Filtering Engine of Well-Structured XML Message Stream. 246-251 https://doi.org/10.1007/978-3-540-24655-8_26 2004 conf/apweb/2004 APWeb db/conf/apweb/apweb2004.html#RaoCZM04 Weixiong Rao Yingjian Chen Xinquan Zhang Fanyuan Ma Scalable Filtering of Well-Structured XML Message Stream. 279-286 https://doi.org/10.1007/978-3-540-24680-0_50 2003 conf/gcc/2003-2 GCC (2) db/conf/gcc/gcc2003-2.html#RaoCZM03 Jacques Behmoaras Moritz Blum Tianxi Cai Hanqun Cao James Caverlee Bibhas Chakraborty Pei Chen Qingyu Chen 0001 Xiujie Chen Lionel Tim-Ee Cheng Yejin Choi 0001 Marie-Louise Damwanza Chido Dzinotyiwei Aosong Feng Yanran Fu Fan Gao Chuan Hong Bing Hu Liusheng Huang Xu Huang Yusuke Iwasawa Yuang Jiang Yuhe Ke Linah Kitala Taehoon Ko Jisan Lee Tianang Leng Jure Leskovec Feiyang Li Huitao Li Irene Li Li Erran Li Tianxiao Li 0001 Xin Li 0079 Zhi Li 0044 Jingchi Liao Jonathan Chong Kai Liew Ge Liu Haoran Liu Hongfang Liu Nan Liu 0003 Yinhong Liu Lian Leng Low Jinghui Lu Fanyuan Ma Luis Marquez-Carpintero Edison Marrese-Taylor Yutaka Matsuo Isheanesu Misi So Morikawa Yilin Ning Yakun Niu Jasmine Chiat Ling Ong Marcus Eng Hock Ong Chanjun Park Yifan Peng 0002 Enrico Petretto Monica Pina-Navarro Heli Qi Weixiong Rao Hossein Rouhizadeh Amin Saberi Abiram Sandralegar Oren Schreier Wenqi Shi Xingling Shi Xingyu Song Issey Sukeda Shayan Talaei Iain Bee Huat Tan Lei Tan Patrick Tan Jiacheng Tang Xiangru Tang Douglas Teodoro Daniel S. W. TingDaniel Shu Wei Ting Sherry T. Tong Aaron Tu Junjue Wang Rongrong Wang Yuyang Wang Ziqi Wang Chunhua Weng Matthew Yu Heng Wong Fang Wu 0002 Peng Xia Yijia Xiao Yunze Xiao Jinxiang Xie Xuhai Xu Zixin Xu Weihao Xuan Boming Yang Rui Yang 0016 Huaxiu Yao Naoto Yokoya Kunyu Yu Han Yuan Qingcheng Zeng Juntao Zhang Lei Zhang Lei Zhang 0115 Xinquan Zhang Xinjie Zhao 0004 Zhuo Zheng Jing Zhou Peng Yuan ZhouPengyuan Zhou Wentao Zhu Ying Zhu Yuchen Zhuang Xianyu Zuo