| 2026 | AAAI | RSOD: Reliability-Guided Sonar Image Object Detection with Extremely Limited Labels. | Chengzhou Li, Ping Guo, Guanchen Meng, Qi Jia, Jinyuan Liu, Zhu Liu, Xiaokang Liu, Yu Liu, Zhongxuan Luo, Xin Fan |
| 2026 | DATE | FlashGEMM: Mesh-Aware Efficient GEMM for 3D-Stacked LLM Accelerators. | Xin Fan, Chen Bai, Xin Yang, Zhenhua Zhu, Yanhong Wang, Zhao Zhang, Yuan Xie |
| 2026 | DATE | DARE: An Irregularity-Tolerant Matrix Processing Unit with a Densifying ISA and Filtered Runahead Execution. | Xin Yang, Xin Fan, Zengshi Wang, Jun Han |
| 2026 | INFOCOM | Underwater Data Collection Scheme based on LLMs. | Kunhong Ji, Chi Lin, Jiankang Ren, Qiwei Wang, Xin Fan, Zhongxuan Luo |
| 2026 | WACV | OpenLVLM-MIA: A Controlled Benchmark Revealing the Limits of Membership Inference Attacks on Large Vision-Language Models. | Ryoto Miyamoto, Xin Fan, Fuyuko Kido, Tsuneo Matsumoto, Hayato Yamana |
| 2025 | CVPR | DCEvo: Discriminative Cross-Dimensional Evolutionary Learning for Infrared and Visible Image Fusion. | Jinyuan Liu, Bowei Zhang, Qingyun Mei, Xingyuan Li, Yang Zou, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan |
| 2025 | CVPR | Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond. | Guanyao Wu, Haoyu Liu, Hongming Fu, Yichuan Peng, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2025 | ICCAD | AccelStack: A Cost-Driven Analysis of 3D-Stacked LLM Accelerators. | Chen Bai, Xin Fan, Zhenhua Zhu, Wei Zhang, Yuan Xie |
| 2025 | ICDE | CuckooGraph: A Scalable and Space-Time Efficient Data Structure for Large-Scale Dynamic Graphs. | Zhuochen Fan, Yalun Cai, Zirui Liu, Jiarui Guo, Xin Fan, Tong Yang, Bin Cui |
| 2025 | IJCAI | TextMEF: Text-guided Prompt Learning for Multi-exposure Image Fusion. | Jinyuan Liu, Qianjun Huang, Guanyao Wu, Di Wang, Zhiying Jiang, Long Ma, Risheng Liu, Xin Fan |
| 2025 | INFOCOM | LiDAR-Track: Multi-Person Positioning and Tracking Using LiDAR. | Kunhong Ji, Chi Lin, Jie Xiong, Liming Chen, Xin Fan, Guowei Wu |
| 2025 | ISCAS | A Compact SHA256 Accelerator in 22nm for Energy Bounded Use-Cases with 8.2GHash/J. | Shutao Zhang, Xin Fan, Michael Gansen, Tobias Gemmeke |
| 2025 | MICCAI | EchoCardMAE: Video Masked Auto-Encoders Customized for Echocardiography. | Xuan Yang, Rui Xu, Xinchen Ye, Zhi-Hui Wang, Miao Zhang, Yi Wang, Xin Fan, Hongkai Wang, Qingxiong Yue, Xiangjian He, Yen-Wei Chen |
| 2025 | PERCOM | Enhancing Reliability of Distributed Learning over Edge Networks. | Xin Fan, Yue Wang, Yingshu Li, Yi Hong, Chuanwen Luo, Zhi Tian |
| 2025 | PERCOM | U-FLOC: Underwater Fresnel Lens based Optical Communication System. | Qiwei Wang, Chi Lin, Qing Zhang, Yu Zhang, Xin Fan, Zhongxuan Luo |
| 2024 | AAAI | Trash to Treasure: Low-Light Object Detection via Decomposition-and-Aggregation. | Xiaohan Cui, Long Ma, Tengyu Ma, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2024 | AAAI | Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. | Zhiying Jiang, Xingyuan Li, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2024 | AAAI | Hybrid-Supervised Dual-Search: Leveraging Automatic Learning for Loss-Free Multi-Exposure Image Fusion. | Guanyao Wu, Hongming Fu, Jinyuan Liu, Long Ma, Xin Fan, Risheng Liu |
| 2024 | CVPR | Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation. | Xin Fan, Xiaolin Wang, Jiaxin Gao, Jia Wang, Zhongxuan Luo, Risheng Liu |
| 2024 | ECCV | Contourlet Residual for Prompt Learning Enhanced Infrared Image Super-Resolution. | Xingyuan Li, Jinyuan Liu, Zhixin Chen, Yang Zou, Long Ma, Xin Fan, Risheng Liu |
| 2024 | ICASSP | Depth-Guided Dominant Plane Perception for Unsupervised Homography Estimation. | Xiaomei Feng, Qi Jia, Yu Liu, Xin Fan, Longin Jan Latecki |
| 2024 | ICASSP | CSCNet: Class-Specified Cascaded Network for Compositional Zero-Shot Learning. | Yanyi Zhang, Qi Jia, Xin Fan, Yu Liu, Ran He |
| 2024 | ICNP | Impossible Trinity in Underwater Optical Wireless Communication. | Qiwei Wang, Chi Lin, Yi Wang, Yu Sun, Lei Wang, Xin Fan, Guowei Wu |
| 2024 | IJCAI | Where Elegance Meets Precision: Towards a Compact, Automatic, and Flexible Framework for Multi-modality Image Fusion and Applications. | Jinyuan Liu, Guanyao Wu, Zhu Liu, Long Ma, Risheng Liu, Xin Fan |
| 2024 | IJCAI | Advancing Generalized Transfer Attack with Initialization Derived Bilevel Optimization and Dynamic Sequence Truncation. | Yaohua Liu, Jiaxin Gao, Xuan Liu, Xianghao Jiao, Xin Fan, Risheng Liu |
| 2024 | KSEM | Distant Supervised Relation Extraction on Pre-train Model with Improved Multi-label Attention Mechanism. | Qiming Zhao, Chuantao Yin, Xin Fan, Hui Chen, Yanmei Chai, Yuanxin Ouyang |
| 2024 | MICCAI | Anatomical Embedding-Based Training Method for Medical Image Segmentation Foundation Models. | Mingrui Zhuang, Rui Xu, Qinhe Zhang, Ailian Liu, Xin Fan, Hongkai Wang |
| 2024 | MOBICOM | UWBeacon: Lighting up Centimeter-Level Underwater Positioning. | Chi Lin, Jianan Lin, Jie Xiong, Qiwei Wang, Lei Wang, Guowei Wu, Xin Fan, Zhongxuan Luo |
| 2023 | CVPR | Pixels, Regions, and Objects: Multiple Enhancement for Salient Object Detection. | Yi Wang, Ruili Wang, Xin Fan, Tianzhu Wang, Xiangjian He |
| 2023 | ICCV | Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation. | Jinyuan Liu, Zhu Liu, Guanyao Wu, Long Ma, Risheng Liu, Wei Zhong, Zhongxuan Luo, Xin Fan |
| 2023 | IJCAI | Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond. | Zhu Liu, Jinyuan Liu, Guanyao Wu, Long Ma, Xin Fan, Risheng Liu |
| 2022 | CVPR | Segment, Magnify and Reiterate: Detecting Camouflaged Objects the Hard Way. | Qi Jia, Shuilian Yao, Yu Liu, Xin Fan, Risheng Liu, Zhongxuan Luo |
| 2022 | CVPR | Toward Fast, Flexible, and Robust Low-Light Image Enhancement. | Long Ma, Tengyu Ma, Risheng Liu, Xin Fan, Zhongxuan Luo |
| 2022 | CVPR | Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object Detection. | Jinyuan Liu, Xin Fan, Zhanbo Huang, Guanyao Wu, Risheng Liu, Wei Zhong, Zhongxuan Luo |
| 2022 | ECCV | ReCoNet: Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion. | Zhanbo Huang, Jinyuan Liu, Xin Fan, Risheng Liu, Wei Zhong, Zhongxuan Luo |
| 2022 | ICASSP | Learning to Fuse Heterogeneous Features for Low-Light Image Enhancement. | Zhenyu Tang, Long Ma, Xiaoke Shang, Xin Fan |
| 2022 | IJCAI | Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration. | Di Wang, Jinyuan Liu, Xin Fan, Risheng Liu |
| 2022 | IJCAI | Hierarchical Bilevel Learning with Architecture and Loss Search for Hadamard-based Image Restoration. | Guijing Zhu, Long Ma, Xin Fan, Risheng Liu |
| 2022 | ICRA | Semantic-aware Texture-Structure Feature Collaboration for Underwater Image Enhancement. | Di Wang, Long Ma, Risheng Liu, Xin Fan |
| 2021 | ACML | Physics-inspired Learning for Structure-Aware Texture-Sensitive Underwater Image Enhancement. | Xinwei Xue, Zexuan Li, Long Ma, Risheng Liu, Xin Fan |
| 2021 | CVPR | Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image Stitching. | Qi Jia, Zhengjun Li, Xin Fan, Haotian Zhao, Shiyu Teng, Xinchen Ye, Longin Jan Latecki |
| 2021 | CVPR | Retinex-Inspired Unrolling With Cooperative Prior Architecture Search for Low-Light Image Enhancement. | Risheng Liu, Long Ma, Jiaao Zhang, Xin Fan, Zhongxuan Luo |
| 2021 | DDECS | Behavioral Model of Dot-Product Engine Implemented with 1T1R Memristor Crossbar Including Assessment. | Jianan Wen, Markus Ulbricht, Eduardo Prez, Xin Fan, Milos Krstic |
| 2021 | ICASSP | NASA: A Noise-Adaptive and Structure-Aware Learning Framework for Image Deblurring. | Xiaokun Liu, Long Ma, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo |
| 2021 | ICASSP | Temporal Rain Decomposition with Spatial Structure Guidance for Video Deraining. | Xinwei Xue, Ying Ding, Long Ma, Yi Wang, Risheng Liu, Xin Fan |
| 2021 | ICASSP | GTA-Net: Gradual Temporal Aggregation Network for Fast Video Deraining. | Xinwei Xue, Xiangyu Meng, Long Ma, Risheng Liu, Xin Fan |
| 2021 | KSEM | Learning Path Recommendation for MOOC Platforms Based on a Knowledge Graph. | Hui Chen, Chuantao Yin, Xin Fan, Lei Qiao, Wenge Rong, Zhang Xiong |
| 2021 | KSEM | An IoT Ontology Class Recommendation Method Based on Knowledge Graph. | Xi Wang, Chuantao Yin, Xin Fan, Si Wu, Lan Wang |
| 2020 | ICASSP | Image Restoration Via Data-Dependent Proximal Averaged Optimization. | Pan Mu, Jian Chen, Risheng Liu, Wei Zhong, Xin Fan, Zhongxuan Luo |
| 2020 | ICASSP | Sequential Deep Unrolling With Flow Priors For Robust Video Deraining. | Xinwei Xue, Ying Ding, Pan Mu, Long Ma, Risheng Liu, Xin Fan |
| 2020 | ICASSP | Principle-Inspired Multi-Scale Aggregation Network for Extremely Low-Light Image Enhancement. | Jiaao Zhang, Risheng Liu, Long Ma, Wei Zhong, Xin Fan, Zhongxuan Luo |
| 2020 | ICIP | An Efficient Ellipse Detector Based On Region Detection And Arc Pruning. | Tian Xie, Ruike Zhang, Jingchao Liang, Qi Jia, Xin Fan, Zhongxuan Luo |
| 2020 | IGARSS | Super Resolution Generative Adversarial Network Based Image Augmentation for Scene Classification of Remote Sensing Images. | Qiqi Zhu, Xin Fan, Yanfei Zhong, Qingfeng Guan, Liangpei Zhang, Deren Li |
| 2020 | IJCAI | Bi-level Probabilistic Feature Learning for Deformable Image Registration. | Risheng Liu, Zi Li, Yuxi Zhang, Xin Fan, Zhongxuan Luo |
| 2019 | AAAI | A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. | Risheng Liu, Yuxi Zhang, Shichao Cheng, Xin Fan, Zhongxuan Luo |
| 2019 | AAAI | Chinese NER with Height-Limited Constituent Parsing. | Rui Wang, Xin Xin, Wei Chang, Kun Ming, Biao Li, Xin Fan |
| 2019 | GLOBECOM | Security Analysis of Cooperative Jamming in Internet of Things with Multiple Eavesdroppers. | Xin Fan, Yan Huo |
| 2019 | HPCC | Communication-Aware and Energy Saving Virtual Machine Allocation Algorithm in Data Center. | Juan Luo, Xin Fan, Luxiu Yin |
| 2019 | ICCV | Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving. | Xinzhu Ma, Zhihui Wang, Haojie Li, Pengbo Zhang, Wanli Ouyang, Xin Fan |
| 2019 | IJCAI | Position Focused Attention Network for Image-Text Matching. | Yaxiong Wang, Hao Yang, Xueming Qian, Lin Ma, Jing Lu, Biao Li, Xin Fan |
| 2019 | ISKE | Fast Algorithm for Neighborhood Entropy and Neighborhood Mutual Information Based on Column Sorting. | Shengwu Wang, Hongmei Chen, Xin Fan |
| 2018 | AAAI | Self-Reinforced Cascaded Regression for Face Alignment. | Xin Fan, Risheng Liu, Kang Huyan, Yuyao Feng, Zhongxuan Luo |
| 2018 | AAAI | Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework. | Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo |
| 2018 | ICASSP | Deep Layer Prior Optimization for Single Image Rain Streaks Removal. | Risheng Liu, Zhiying Jiang, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo |
| 2018 | ICASSP | Robust Haze Removal Via Joint Deep Transmission and Scene Propagation. | Risheng Liu, Shiqi Li, Long Ma, Xin Fan, Haojie Li, Zhongxuan Luo |
| 2018 | ICCAD | Physical modeling of bitcell stability in subthreshold SRAMs for leakage-area optimization under PVT variations. | Xin Fan, Rui Wang, Tobias Gemmeke |
| 2018 | ICIP | Gradient Regression for Brain Landmark Localization on Magnetic Resonance Imaging. | Yuzhuo Duan, Xin Fan, Hua Cheng, Huiying Kang |
| 2018 | ICIP | Joint Residual Learning for Underwater Image Enhancement. | Minjun Hou, Risheng Liu, Xin Fan, Zhongxuan Luo |
| 2018 | IJCAI | Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization. | Risheng Liu, Shichao Cheng, Yi He, Xin Fan, Zhongxuan Luo |
| 2018 | IJCAI | Fast Factorization-free Kernel Learning for Unlabeled Chunk Data Streams. | Yi Wang, Nan Xue, Xin Fan, Jiebo Luo, Risheng Liu, Bin Chen, Haojie Li, Zhongxuan Luo |
| 2018 | PAKDD | Neighborhood Constraint Matrix Completion for Drug-Target Interaction Prediction. | Xin Fan, YuXiang Hong, Xiaohu Liu, Yaogong Zhang, Maoqiang Xie |
| 2018 | PAKDD | IDLP: A Novel Label Propagation Framework for Disease Gene Prioritization. | Yaogong Zhang, Yuan Wang, Jiahui Liu, Xiaohu Liu, Yuxiang Hong, Xin Fan, Yalou Huang |
| 2018 | SMC | Listwise Click-Through Rate Prediction with Item-Item Interactions. | Rui Wang, Ping Guo, Xin Fan, Biao Li, Wei Zhang, Xin Xin |
| 2018 | WCNC | Secure transmission solutions in energy harvesting enabled cooperative cognitive radio networks. | Mi Xu, Tao Jing, Xin Fan, Yingkun Wen, Yan Huo |
| 2017 | AAAI | Fast Online Incremental Learning on Mixture Streaming Data. | Yi Wang, Xin Fan, Zhongxuan Luo, Tianzhu Wang, Maomao Min, Jiebo Luo |
| 2017 | ICIP | Incremental zero-shot learning based on attributes for image classification. | Nan Xue, Yi Wang, Xin Fan, Maomao Min |
| 2017 | MMM | Compact CNN Based Video Representation for Efficient Video Copy Detection. | Ling Wang, Yu Bao, Haojie Li, Xin Fan, Zhongxuan Luo |
| 2016 | ECCV | Novel Coplanar Line-Points Invariants for Robust Line Matching Across Views. | Qi Jia, Xinkai Gao, Xin Fan, Zhongxuan Luo, Haojie Li, Ziyao Chen |
| 2016 | MMM | Discriminative Feature Learning with an Optimal Pattern Model for Image Classification. | Lijuan Liu, Yu Bao, Haojie Li, Xin Fan, Zhongxuan Luo |
| 2016 | MMM | Discriminant Manifold Learning via Sparse Coding for Image Analysis. | Meng Pang, Binghui Wang, Xin Fan, Chuang Lin |
| 2015 | DDECS | A Design Preconditioning Flow for Low-Noise Circuits. | Steffen Zeidler, Xin Fan, Oliver Schrape, Milos Krstic |
| 2015 | ICDM | Matrix Factorization with Column L0-Norm Constraint for Robust Multi-subspace Analysis. | Binghui Wang, Risheng Liu, Chuang Lin, Xin Fan |
| 2015 | ICIP | Sparse concept discriminant matrix factorization for image representation. | Meng Pang, Chuang Lin, Risheng Liu, Xin Fan, Jifeng Jiang, Zhongxuan Luo |
| 2014 | ICIP | Fiducial facial point extraction with cross ratio. | Hao Wang, Xin Fan, Yuntao Li |
| 2014 | PG | Example-based Haze Removal with two-layer Gaussian Process Regressions. | Xin Fan, Renjie Gao, Yi Wang |
| 2013 | ICIP | A shape matching framework using metric partition constraint. | Yu Liu, Qi Jia, He Guo, Xin Fan |
| 2013 | ICIP | A shape descriptor based on new projective invariants. | Zhongxuan Luo, Daiyun Luo, Xin Fan, Xinchen Zhou, Qi Jia |
| 2012 | DATE | Exploring pausible clocking based GALS design for 40-nm system integration. | Xin Fan, Milos Krstic, Eckhard Grass, Birgit Sanders, Christoph Heer |
| 2012 | DDECS | Asynchronous circuit design: From basics to practical applications. | Eckhard Grass, Milos Krstic, Xin Fan, Steffen Zeidler |
| 2012 | ECIR | Investigating Summarization Techniques for Geo-Tagged Image Indexing. | Ahmet Aker, Xin Fan, Mark Sanderson, Robert J. Gaizauskas |
| 2012 | ICIP | Haze filtering with aerial perspective. | Renjie Gao, Xin Fan, Jielin Zhang, Zhongxuan Luo |
| 2012 | ICIP | Face recognition using average invariant factor. | Zhongxuan Luo, Hao Sun, Xin Fan, Jielin Zhang |
| 2012 | WWW | Optimizing user exploring experience in emerging e-commerce products. | Xiubo Geng, Xin Fan, Jiang Bian, Xin Li, Zhaohui Zheng |
| 2011 | CLOSER | Community Cluster or Community Cloud? - Utilizing our Own Bare-metal. | Xin Fan, Yusuke Wada, Shigeru Kusakabe |
| 2011 | ISLPED | Energy efficient scheduling for multithreaded programs on general-purpose processors. | Xin Fan, Shigeru Kusakabe |
| 2011 | MMM | HeartPlayer: A Smart Music Player Involving Emotion Recognition, Expression and Recommendation. | Songchun Fan, Cheng Tan, Xin Fan, Han Su, Jinyu Zhang |
| 2010 | ICIP | Face image super resolution by linear transformation. | Hua Huang, Ning Wu, Xin Fan, Chun Qi |
| 2009 | CVPR | Appearance learning by adaptive Kalman filters for FLIR tracking. | Vijay Venkataraman, Guoliang Fan, Xin Fan, Joseph P. Havlicek |
| 2009 | ICCD | Analysis and optimization of pausible clocking based GALS design. | Xin Fan, Milos Krstic, Eckhard Grass |
| 2008 | CVPR | Integrated target tracking and recognition via joint appearance-motion generative models. | Vijay Venkataraman, Xin Fan, Guoliang Fan |
| 2007 | CVPR | Generative Graphical Models for Maneuvering Object Tracking and Dynamics Analysis. | Xin Fan, Guoliang Fan |
| 2007 | CVPR | Target Tracking with Online Feature Selection in FLIR Imagery. | Vijay Venkataraman, Guoliang Fan, Xin Fan |
| 2007 | ICIP | Joint Segmentation and Recognition of License Plate Characters. | Xin Fan, Guoliang Fan, Dequn Liang |
| 2006 | IPAS | A set theoretic approach to object-based image restoration. | Xin Fan, Hua Huang, Chun Qi, Dequn Liang |
| 2006 | MDM | Detecting The Sufficient Display Resolution For Image Browsing. | Xin Fan, Xing Xie, Wei-Ying Ma |
| 2006 | MDM | Photo-to-Search: Using Camera Phones to Inquire of the Surrounding World. | Menglei Jia, Xin Fan, Xing Xie, Mingjing Li, Wei-Ying Ma |
| 2006 | MMM | An attention based spatial adaptation scheme for H.264 videos on mobiles. | Yi Wang, Xin Fan, Houqiang Li, Zhengkai Liu, Mingjing Li |
| 2005 | ICCV | Probabilistic Contour Extraction Using Hierarchical Shape Representation. | Xin Fan, Chun Qi, Dequn Liang, Hua Huang |