About Me
I am currently a Research Engineer at Taobao & Tmall Group, Alibaba Inc.
I received my Ph.D. degree from the Technical University of Denmark in 2025, where I was advised by Prof. Aasa Feragen. My doctoral research started with geometric learning and focused on interpretability in medical imaging. During my Ph.D., I also visited Prof. Qi Dou's group at the Chinese University of Hong Kong. Prior to that, I obtained my B.S. degree from Huazhong University of Science and Technology in 2019, working with Prof. Jun Wu.
At Alibaba, I am expanding my research scope to Multimodal Large Language Models for content understanding and generative recommendation.
Selected Publications
* denotes equal contribution. † denotes corresponding author.
MIRAGE: Towards AI-Generated Image Detection in the Wild
Cheng Xia*, Manxi Lin*, Jiexiang Tan*, Xiaoxiong Du, Yang Qiu, Junjun Zheng, Xiangheng Kong, Yuning Jiang, Bo Zheng
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
Anjie Le... Manxi Lin†, Hongcheng Guo† (Selected authors for brevity)
Shortcut Learning in Medical Image Segmentation
Manxi Lin*, Nina Weng*, Kamil Mikolaj, Zahra Bashir, Morten Bo Søndergaard Svendsen, Martin Tolsgaard, Anders Nymark Christensen, Aasa Feragen
Incorporating Clinical Guidelines through Adapting Multi-modal Large Language Model for Prostate Cancer PI-RADS Scoring
Tiantian Zhang*, Manxi Lin*, Hongda Guo, Xiaofan Zhang, Ka Fung Peter Chiu, Aasa Feragen, Qi Dou
Tri-modal Confluence with Temporal Dynamics for Scene Graph Generation in Operating Rooms
Diandian Guo*, Manxi Lin*, Jialun Pei, He Tang, Yueming Jin, Pheng-Ann Heng
DTU-Net: Learning Topological Similarity for Curvilinear Structure Segmentation
Manxi Lin, Zahra Bashir, Martin Grønnebæk Tolsgaard, Anders Nymark Christensen, Aasa Feragen
diffConv: Analyzing Irregular Point Clouds with an Irregular View
Manxi Lin, Aasa Feragen
View all publications on Google Scholar →
