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Xin Fan

33 papers · 2018–2026 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (8) πŸ—ΊοΈ Taxonomy Completionist (51) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🀝 Dynamic Duo (25) πŸ”¬ Deep Specialist (12) πŸ’Ž Century Club (32) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (137) ⚑ Prolific Year (7) πŸ”₯ Unstoppable (9)

Conferences

IJCAI (10) CVPR (9) AAAI (6) ECCV (2) ICCV (2) ACML (1) MICCAI (1) NIPS (1) WACV (1)

Top co-authors

Risheng Liu (25) Jinyuan Liu (14) Long Ma (13) Zhongxuan Luo (13) Guanyao Wu (7) Zhu Liu (4) Wei Zhong (3) Xingyuan Li (3) Shichao Cheng (3) Zhiying Jiang (3)

Research topics

Natural Language Processing (1)

Keywords

image restoration (7) image fusion (5) infrared imaging (3) neural architecture search (3) semantic segmentation (3) bilevel optimization (2) low-light image enhancement (2) image stitching (2) loss function (2) adversarial attack (2) bi-level optimization (2) neural network optimization (2) multi-exposure image fusion (2) object detection (2) convergence analysis (2) multi-modal learning (2) image registration (2) compressive sensing (1) robust optimization (1) non-convex optimization (1)

Papers

RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels AAAI 2026
OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models WACV 2026
EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography MICCAI 2025
TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion IJCAI 2025
DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion CVPR 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond CVPR 2025
Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation IJCAI 2024
Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution ECCV 2024
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks AAAI 2024
Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion AAAI 2024
Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications IJCAI 2024
Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation AAAI 2024
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation CVPR 2024
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond IJCAI 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation ICCV 2023
Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection CVPR 2023
ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-Modality Image Fusion ECCV 2022
Toward Fast, Flexible, and Robust Low-Light Image Enhancement CVPR 2022
Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection CVPR 2022
Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way CVPR 2022
Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration IJCAI 2022
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration IJCAI 2022
Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement ACML 2021
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image Stitching CVPR 2021
Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement CVPR 2021
Bi-level Probabilistic Feature Learning for Deformable Image Registration IJCAI 2020
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019
Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving ICCV 2019
Chinese NER with Height-Limited Constituent Parsing AAAI 2019
Position Focused Attention Network for Image-Text Matching IJCAI 2019
Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams IJCAI 2018
A Bridging Framework for Model Optimization and Deep Propagation NIPS 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018