Jilan Xu

Fudan University — China

Computer Science · Physical Sciences

14h-index903citations71works8.22yr avg
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Research Topics

Multimodal Machine Learning Applications(18), COVID-19 diagnosis using AI(17), AI in cancer detection(13), Advanced Neural Network Applications(11), Radiomics and Machine Learning in Medical Imaging(10)

Publications71 total

Text-Promptable Propagation for Referring Medical Image Sequence Segmentation
2025· 1 cited
TGSAM-2: Text-Guided Medical Image Segmentation Using Segment Anything Model 2
Lecture notes in computer science·2025· 1 cited
Vinci: A Real-time Smart Assistant Based on Egocentric Vision-language Model for Portable Devices
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2025· 1 cited
EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs
arXiv (Cornell University)·2025Open Access
Guiding Audio-Visual Question Answering with Collective Question Reasoning
International Journal of Computer Vision·2025Open Access
Advancing Lung Disease Diagnosis in 3D CT Scans
arXiv (Cornell University)·2025Open Access
Bridging Perspectives: A Survey on Cross-view Collaborative Intelligence with Egocentric-Exocentric Vision
arXiv (Cornell University)·2025Open Access
AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
arXiv (Cornell University)·2025Open Access
Learning Streaming Video Representation via Multitask Training
arXiv (Cornell University)·2025Open Access
QMix: Quality-Aware Learning With Mixed Noise for Robust Retinal Disease Diagnosis
IEEE Transactions on Medical Imaging·2025· 2 cited
EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
arXiv (Cornell University)·2025Open Access
Minimizing Disparities between Real and Pseudo Queries for Unsupervised Visual Grounding
2025
An Egocentric Vision-Language Model based Portable Real-time Smart Assistant
arXiv (Cornell University)·2025Open Access
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning
arXiv (Cornell University)·2025Open Access
Text-Promptable Propagation for Referring Medical Image Sequence Segmentation
arXiv (Cornell University)·2025Open Access
Vinci: A Real-time Embodied Smart Assistant based on Egocentric Vision-Language Model
arXiv (Cornell University)·2024Open Access
CG-Bench: Clue-grounded Question Answering Benchmark for Long Video Understanding
arXiv (Cornell University)·2024Open Access
InternVideo2: Scaling Foundation Models for Multimodal Video Understanding
Lecture notes in computer science·2024· 88 cited
Advancing COVID-19 Detection in 3D CT Scans
2024· 4 cited
Domain Adaptation Using Pseudo Labels for COVID-19 Detection
2024· 7 cited
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Frequent Co-authors

Yuejie Zhang(31), Rui Feng(14), Junlin Hou(13), Runtian Yuan(12), Junlin Hou(11), Qingqiu Li(10), Yu Qiao(9), Rui Feng(9), Yali Wang(7), Limin Wang(7), Haidong Zou(6), Xiaobo Zhang(6), Yinan He(5), Rui Feng(5), Rui-Wei Zhao(5), Shang Gao(5), Tao Zhang(5), Kunchang Li(4), Yi Wang(4), Zun Wang(4)