LMOD+ Dataset and Benchmark
LMOD+ extends LMOD with nearly 50% more data, broader task coverage, and systematic evaluation of 24 state-of-the-art MLLMs for ophthalmology.
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Our paper LMOD+ on developing and evaluating multimodal large language models in ophthalmology has been accepted by ACM Transactions on Computing for Healthcare. I'm grateful to have collaborated with an amazing team: Yang, Yu, Jinyu, Haoran, Anran, Dylan, Xuansheng, Ke, Tiarnan, Emily, Zhiyong, Yih-Chung, Ninghao, Xiuzhen, and Qingyu.
I am very excited to join NEC Laboratories America as a Researcher working on autonomous driving and embodied AI. I feel extremely fortunate to work with Prof Manmohan Chandraker.
Our survey paper on plane geometry problem solving with multi-modal reasoning has been accepted by EACL Findings 2026. I'm grateful to have collaborated with an amazing team: Seunghyuk, Yang, Youngbin, Seungbeom, and Dongwoo.
Our paper on evaluating multimodal large language models for dermatology has been accepted by WACV 2026. I'm grateful to have collaborated with an amazing team: Hongjin, Weihao, Gepeng, Yang, Tom, and Nick.
I was honored to serve as an Area Chair for ARR Oct 2025. I am humbly happy to make contributions to the ACL community.
I was honored to give an invited lecture at Sino-American Pharmaceutical Professionals Association (SAPA) on generative AI in healthcare.
Our paper on geometry problem solving with large vision-language models has been accepted by EMNLP Findings 2025. I'm grateful to have collaborated with an amazing team: Seunghyuk, Yang, Youngbin, Seungbeom, and Dongwoo.
LMOD was invited to present at AMIA 2025 as a podium abstract. I'm grateful to have collaborated with an amazing team: Yu, Dylan, Xuansheng, Ke, Yih-Chung, Ninghao, Xiuzhen, and Qingyu.
I was honored to give a talk at Envisioning AI at Yale on the topic of AI in healthcare. It was wonderful to meet and learn from so many talented researchers.
I was honored to present our work on LMOD at NAACL 2025. It was wonderful to meet and learn from so many talented researchers.
I was honored to present our work on HandCraft at WACV 2025. It was wonderful to meet and learn from so many talented researchers.
Our paper on multimodal large models and ophthalmology benchmarks has been accepted by NAACL Findings 2025. I'm grateful to have collaborated with an amazing team: Yu, Dylan, Xuansheng, Ke, Yih-Chung, Ninghao, Xiuzhen, and Qingyu.