arXiv 2026
Weaving Light and Time: Unified Harmonic-Geometric Representation Learning for Dense RGB-Event Parsing
arXiv preprint, 2026
A unified multimodal backbone for dense perception in challenging real-world scenes.
About Me
I am a second-year Ph.D. student at Nankai University, working in Prof. Ming-Ming Cheng's research group under the supervision of Prof. Xiang Li. I am currently a Video Generation Algorithm Intern at Alibaba. My research focuses on multimodal model design and video generation.
News
- 2026
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Our preprint Evita is now available on arXiv.
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We released WorldRoadSeg-360K V1.0 with RoadGIE.
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3rd Place in Tencent Games Algorithm Competition.
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Silver Medal in Kaggle Vesuvius Challenge – Surface Detection.
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RoadGIE was accepted by CVPR 2026.
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Silver Medal in Kaggle PhysioNet – Digitization of ECG Images.
- 2025
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Silver Medal in Kaggle RSNA Intracranial Aneurysm Detection.
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1st & 2nd in The 5th Jittor Artificial Intelligence Challenge.
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A Simple Detector with Frame Dynamics is a Strong Tracker received the Best Paper Award at the CVPR Anti-UAV Workshop.
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We won 1st place in Track 1 and 2nd place in Track 2 at the CVPR Anti-UAV Challenge.
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Beyond Full Labels was published in IEEE JSTARS.
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First Prize in Chang Guang Satellite High-Resolution Road Extraction.
- 2024
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1st Place in ICPR Weakly Supervised Infrared Small Target Detection.
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1st Place in ICPR Lightweight Infrared Small Target Detection.
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Our resource-limited infrared small target detection competition paper was published in the ICPR 2024 proceedings.
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1st Place in PRCV Wide-Area Infrared Small Target Detection.
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Gold Medal in Kaggle RSNA Lumbar Spine Degenerative Classification.
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3rd Place in China Aerospace AI Challenge – Remote Sensing Target Recognition.
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Gold Medal in Kaggle Image Matching Challenge.
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Our graph convolutional network study for MDD diagnosis was published online in Journal of Affective Disorders.
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Silver Medal in Kaggle HMS – Harmful Brain Activity Classification.
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Silver Medal in Kaggle SenNet + HOA Human Vasculature Segmentation.
Publications
CVPR 2026
RoadGIE: Towards A Global-Scale Aerial Benchmark for Generalizable Interactive Road Extraction
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026
A global-scale benchmark for generalizable interactive road extraction from aerial imagery.
CVPRW 2025
Best Paper Award
A Simple Detector with Frame Dynamics is a Strong Tracker
CVPR Workshops · Anti-UAV, 2025
A detection-based tracking framework that incorporates frame dynamics for UAV tracking.
More publications
- Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation
- ICPR 2024 Competition on Resource-Limited Infrared Small Target Detection Challenge: Methods and Results
- Graph convolutional network with attention mechanism improve major depressive depression diagnosis based on plasma biomarkers and neuroimaging data
- Super-resolved q-space learning of diffusion MRI
- Uncertainty-guided transformer for brain tumor segmentation
- Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies
- NTIRE 2022 Challenge on Stereo Image Super-Resolution: Methods and Results
- Deep-Based Super-Angular Resolution for Diffusion Imaging
Education
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Nankai University
Ph.D. in Computer Technology
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Zhejiang University of Technology
M.S. in Control Science and Engineering
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Jiangsu University of Science and Technology
B.Eng. in Electrical Engineering and Automation
Work Experience
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Alibaba
Video Generation Algorithm Intern
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SUPCON
Traffic Algorithm Engineer
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Binjiang Institute of Zhejiang University
Medical Imaging Algorithm Intern
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ArcSoft
Image Algorithm Intern
Competitions & Awards
2026
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Silver Medal
Kaggle Vesuvius Challenge – Surface DetectionImage segmentation
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Silver Medal
Kaggle PhysioNet – Digitization of ECG ImagesECG digitization
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3rd Place
Tencent Games Algorithm Competition3D human motion reconstruction
2025
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Silver Medal
Kaggle RSNA Intracranial Aneurysm DetectionObject detection
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1st & 2nd
The 5th Jittor Artificial Intelligence ChallengeImage classification
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1st Place
CVPR 4th Anti-UAV Workshop & Challenge · Track 1Object tracking
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2nd Place
CVPR 4th Anti-UAV Workshop & Challenge · Track 2Object tracking
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First Prize
Chang Guang Satellite High-Resolution Road ExtractionImage segmentation
2024
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1st Place
PRCV Wide-Area Infrared Small Target DetectionInfrared small target detection
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1st Place
ICPR Weakly Supervised Infrared Small Target DetectionWeakly supervised segmentation
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1st Place
ICPR Lightweight Infrared Small Target DetectionEfficient segmentation
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Gold Medal
Kaggle Image Matching ChallengeImage matching
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Gold Medal
Kaggle RSNA Lumbar Spine Degenerative ClassificationMedical image analysis
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Silver Medal
Kaggle HMS – Harmful Brain Activity ClassificationBrain activity classification
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Silver Medal
Kaggle SenNet + HOA Human Vasculature Segmentation3D image segmentation
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3rd Place
China Aerospace AI Challenge – Remote Sensing Target RecognitionObject detection
2023
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1st Place
iFlyTek Brain PET Image Analysis & Disease PredictionImage classification
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2nd Place
iFlyTek Crop Disease Image Recognition ChallengeImage classification
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Silver Medal
Kaggle Ovarian Cancer ClassificationImage classification
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Bronze Medal
Kaggle Google Contrails IdentificationImage segmentation
2022
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1st Place
Baidu Temporal Action LocalizationAction recognition
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Gold Medal
Kaggle HuBMAP + HPA Human Body AnalysisImage segmentation
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Top 1%
Baidu Figure Skating Athlete Action RecognitionAction recognition
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5th Place
MICCAI Migraine dMRI Super-ResolutionDiffusion MRI super-resolution
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7th Place
CVPR Stereo Image Super-Resolution ChallengeStereo image super-resolution
2021
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1st Place
CCF Infant Ultrasound Hemangioma SegmentationImage segmentation
2020
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3rd Place
Huawei Alzheimer's Classification ChallengeMachine learning