| 2025 | AAAI | Efficient Communication in Multi-Agent Reinforcement Learning with Implicit Consensus Generation. | Dapeng Li, Na Lou, Zhiwei Xu, Bin Zhang, Guoliang Fan |
| 2025 | AAAI | AIR: Unifying Individual and Collective Exploration in Cooperative Multi-Agent Reinforcement Learning. | Guangchong Zhou, Zeren Zhang, Guoliang Fan |
| 2025 | CVPR | Probabilistic Perspective-n-lines for Indoor Camera Pose Estimation. | Xiaowei Chen, Guoliang Fan |
| 2025 | IJCAI | Diversified Experience Replay for Multi-agent Reinforcement Learning. | Guangchong Zhou, Feng Hong, Zeren Zhang, Guoliang Fan |
| 2025 | IJCNN | Enhancing Branching Policy Generalization through Self-Supervised Adversarial Instance Augmentation. | Ce Zhang, Bin Zhang, Xinyue Lu, Guoliang Fan |
| 2024 | ICASSP | Adaptive Parameter Sharing for Multi-Agent Reinforcement Learning. | Dapeng Li, Na Lou, Bin Zhang, Zhiwei Xu, Guoliang Fan |
| 2024 | ICML | Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach. | Bin Zhang, Hangyu Mao, Lijuan Li, Zhiwei Xu, Dapeng Li, Rui Zhao, Guoliang Fan |
| 2024 | ICONIP | GATE: Guided Contrastive State Space for Multi-agent Reinforcement Learning. | Hao Chen, Bin Zhang, Guoliang Fan |
| 2024 | ICONIP | Style Miner: Find Significant and Stable Factors in Time Series with Constrained Reinforcement Learning. | Dapeng Li, Feiyang Pan, Jia He, Zhiwei Xu, Dandan Tu, Guoliang Fan |
| 2024 | ICONIP | APS: An Adaptive Policy Switching Framework to Improve the Generalization of Branching Policy. | Ce Zhang, Dapeng Li, Lin Lin, Xinyue Lu, Guoliang Fan |
| 2024 | ICONIP | Decentralized Extension for Centralized Multi-Agent Reinforcement Learning via Online Distillation. | Zeren Zhang, Bin Zhang, Guangchong Zhou, Dapeng Li, Zhiwei Xu, Guoliang Fan |
| 2024 | IJCNN | SGCD: Subgroup Contribution Decomposition for Multi-Agent Reinforcement Learning. | Hao Chen, Bin Zhang, Guoliang Fan |
| 2023 | AAAI | Consensus Learning for Cooperative Multi-Agent Reinforcement Learning. | Zhiwei Xu, Bin Zhang, Dapeng Li, Zeren Zhang, Guangchong Zhou, Hao Chen, Guoliang Fan |
| 2023 | AAAI | HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism. | Zhiwei Xu, Yunpeng Bai, Bin Zhang, Dapeng Li, Guoliang Fan |
| 2023 | BIBE | A Transfer Learning-Based Smart Homecare Assistive Technology to Support Activities of Daily Living for People with Mild Dementia. | Xiaowei Chen, Guoliang Fan, Emily Roberts, Steven Howell Jr. |
| 2023 | ICASSP | Hierarchical Multi-Agent Reinforcement Learning with Intrinsic Reward Rectification. | Zhihao Liu, Zhiwei Xu, Guoliang Fan |
| 2023 | ICONIP | Mastering Complex Coordination Through Attention-Based Dynamic Graph. | Guangchong Zhou, Zhiwei Xu, Zeren Zhang, Guoliang Fan |
| 2023 | ICONIP | SORA: Improving Multi-agent Cooperation with a Soft Role Assignment Mechanism. | Guangchong Zhou, Zhiwei Xu, Zeren Zhang, Guoliang Fan |
| 2023 | IJCAI | Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning. | Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan |
| 2023 | IJCNN | SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning. | Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan |
| 2022 | ACSAC | Curiosity-Driven and Victim-Aware Adversarial Policies. | Chen Gong, Zhou Yang, Yunpeng Bai, Jieke Shi, Arunesh Sinha, Bowen Xu, David Lo, Xinwen Hou, Guoliang Fan |
| 2022 | CVPR | Egocentric Indoor Localization from Coplanar Two-Line Room Layouts. | Xiaowei Chen, Guoliang Fan |
| 2022 | CVPR | A Multiview Depth-based Motion Capture Benchmark Dataset for Human Motion Denoising and Enhancement Research. | Nate Lannan, Le Zhou, Guoliang Fan |
| 2022 | ICONIP | Multi-Agent Hyper-Attention Policy Optimization. | Bin Zhang, Zhiwei Xu, Yiqun Chen, Dapeng Li, Yunpeng Bai, Guoliang Fan, Lijuan Li |
| 2022 | ICONIP | Efficient Policy Generation in Multi-agent Systems via Hypergraph Neural Network. | Bin Zhang, Yunpeng Bai, Zhiwei Xu, Dapeng Li, Guoliang Fan |
| 2022 | IJCNN | Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution. | Yunpeng Bai, Chen Gong, Bin Zhang, Guoliang Fan, Xinwen Hou, Yu Liu |
| 2021 | ICIP | An Effective Sharpness Assessment Method For Shallow Depth-Of-Field Images. | Zhixiang Duan, Guangxin Li, Guoliang Fan |
| 2021 | ICIP | Locop: Local Collaborative Object Presence For Semantic Labeling Via Score Map Re-Inference. | Lin Guo, Guoliang Fan |
| 2021 | ICIP | Human Motion Enhancement via Tobit Particle Filtering and Differential Evolution. | Le Zhou, Nate Lannan, Guoliang Fan |
| 2021 | ICONIP | Learning to Coordinate via Multiple Graph Neural Networks. | Zhiwei Xu, Bin Zhang, Yunpeng Bai, Dapeng Li, Guoliang Fan |
| 2021 | IJCNN | MMD-MIX: Value Function Factorisation with Maximum Mean Discrepancy for Cooperative Multi-Agent Reinforcement Learning. | Zhiwei Xu, Dapeng Li, Yunpeng Bai, Guoliang Fan |
| 2020 | BIBE | Human Motion Enhancement Using Nonlinear Kalman Filter Assisted Convolutional Autoencoders. | Nate Lannan, Le Zhou, Guoliang Fan, Jerome G. Hausselle |
| 2020 | BIBE | A Hybrid Approach to Human Motion Enhancement under Kinematic and Anthropometric Constraints. | Le Zhou, Nate Lannan, Guoliang Fan, Jerome G. Hausselle |
| 2019 | CVPR | Dual Graphical Models for Relational Modeling of Indoor Object Categories. | Lin Guo, Guoliang Fan, Weihua Sheng |
| 2019 | CVPR | Filter Guided Manifold Optimization in the Autoencoder Latent Space. | Nate Lannan, Guoliang Fan |
| 2019 | CVPR | Three-Stream Convolutional Neural Network With Multi-Task and Ensemble Learning for 3D Action Recognition. | Duohan Liang, Guoliang Fan, Guangfeng Lin, Wanjun Chen, Xiaorong Pan, Hong Zhu |
| 2019 | CVPR | Online Reconstruction of Indoor Scenes With Local Manhattan Frame Growing. | Mahdi Yazdanpour, Guoliang Fan, Weihua Sheng |
| 2019 | ICIP | Creating 3D Bounding Box Hypotheses From Deep Network Score-Maps. | Lin Guo, Guoliang Fan, Weihua Sheng |
| 2019 | VCIP | Asymmetric Supervised Deep Autoencoder for Depth Image based 3D Model Retrieval. | Ayesha Siddiqua, Guoliang Fan |
| 2019 | VCIP | Online Manhattan Keyframe-based Dense Reconstruction from Indoor Depth Sequences. | Mahdi Yazdanpour, Guoliang Fan, Weihua Sheng |
| 2018 | WACV | Supervised Deep-Autoencoder for Depth Image-Based 3D Model Retrieval. | Ayesha Siddiqua, Guoliang Fan |
| 2017 | ICIP | Edge-aware integration model for semantic labeling of rare classes. | Liangjiang Yu, Guoliang Fan |
| 2017 | VCIP | Robust object detection by cuboid matching with local plane optimization in indoor RGB-D images. | Lin Guo, Guoliang Fan, Weihua Sheng |
| 2017 | VCIP | Real-time volumetric reconstruction of Manhattan indoor scenes from depth sequences. | Mahdi Yazdanpour, Guoliang Fan, Weihua Sheng |
| 2016 | ICIP | Learning deep transmission network for single image dehazing. | Zhigang Ling, Guoliang Fan, Yaonan Wang, Xiao Lu |
| 2016 | ISVC | Fully Automatic and Robust 3D Modeling for Range Scan Data of Complex 3D Objects. | Jungjae Yim, Guoliang Fan |
| 2016 | ISVC | Rare Class Oriented Scene Labeling Using CNN Incorporated Label Transfer. | Liangjiang Yu, Guoliang Fan |
| 2015 | CVPR | Articulated Gaussian kernel correlation for human pose estimation. | Meng Ding, Guoliang Fan |
| 2015 | CVPR | Non-rigid articulated point set registration with Local Structure Preservation. | Song Ge, Guoliang Fan |
| 2015 | CVPR | Heterogeneous structure fusion for Target Recognition in infrared imagery. | Guangfeng Lin, Guoliang Fan, Liangjiang Yu, XiaoBing Kang, Erhu Zhang |
| 2015 | ICIP | Sequential non-rigid point registration for 3D human pose tracking. | Song Ge, Guoliang Fan |
| 2015 | ICIP | Multimodal topic modeling based geo-annotation for social event detection in large photo collections. | Bin Xu, Guoliang Fan |
| 2015 | WACV | Generalized Sum of Gaussians for Real-Time Human Pose Tracking from a Single Depth Sensor. | Meng Ding, Guoliang Fan |
| 2015 | WACV | Non-rigid Articulated Point Set Registration for Human Pose Estimation. | Song Ge, Guoliang Fan |
| 2014 | ACSSC | Robust dual-band MWIR/LWIR infrared target tracking. | Chuong T. Nguyen, Joseph P. Havlicek, Guoliang Fan, John T. Caulfield, Marios S. Pattichis |
| 2014 | CVPR | Non-rigid Point Set Registration with Global-Local Topology Preservation. | Song Ge, Guoliang Fan, Meng Ding |
| 2014 | CVPR | Automatic Target Recognition in Infrared Imagery Using Dense HOG Features and Relevance Grouping of Vocabulary. | Mohammad Nazmul Alam Khan, Guoliang Fan, Douglas R. Heisterkamp, Liangjiang Yu |
| 2014 | ISVC | Fast Human Pose Tracking with a Single Depth Sensor Using Sum of Gaussians Models. | Meng Ding, Guoliang Fan |
| 2013 | ICIP | Infrared target tracking, recognition and segmentation using shape-aware level set. | Jiulu Gong, Guoliang Fan, Joseph P. Havlicek, Ningjun Fan, Derong Chen |
| 2013 | ICIP | New local edge binary patterns for image retrieval. | Junding Sun, Guoliang Fan, Xiaosheng Wu |
| 2013 | ICIP | Simultaneous target recognition, segmentation and pose estimation. | Liangjiang Yu, Guoliang Fan, Jiulu Gong, Joseph P. Havlicek |
| 2013 | ICIP | A directional shock diffusion approach to single image super-resolution. | Zuofeng Zhou, Guoliang Fan |
| 2012 | ICIP | Structure-guided manifold learning for video-based motion estimation. | Meng Ding, Guoliang Fan, Xin Zhang, Song Ge, Li-Shan Chou |
| 2012 | ICIP | Joint view-identity manifold for target tracking and recognition. | Jiulu Gong, Guoliang Fan, Liangjiang Yu, Joseph P. Havlicek, Derong Chen |
| 2011 | CVPR | Joint target tracking and recognition using view and identity manifolds. | Vijay Venkataraman, Guoliang Fan, Liangjiang Yu, Xin Zhang, Weiguang Liu, Joseph P. Havlicek |
| 2011 | CVPR | Joint gait-pose manifold for video-based human motion estimation. | Xin Zhang, Guoliang Fan |
| 2009 | CVPR | Dual domain auxiliary particle filter with integrated target signature update. | Colin M. Johnston, Nick A. Mould, Joseph P. Havlicek, Guoliang Fan |
| 2009 | CVPR | Appearance learning by adaptive Kalman filters for FLIR tracking. | Vijay Venkataraman, Guoliang Fan, Xin Fan, Joseph P. Havlicek |
| 2009 | SMC | Flight Control System Design with Hierarchy-Structured Dynamic Inversion and Dynamic Control Allocation. | Huidong Wang, Jianqiang Yi, Guoliang Fan |
| 2008 | CVPR | Hybrid body representation for integrated pose recognition, localization and segmentation. | Cheng Chen, Guoliang Fan |
| 2008 | CVPR | Integrated target tracking and recognition via joint appearance-motion generative models. | Vijay Venkataraman, Xin Fan, Guoliang Fan |
| 2008 | ICPR | Multi-view face recognition by nonlinear tensor decomposition. | Chunna Tian, Guoliang Fan, Xinbo Gao |
| 2008 | ICPR | Dual generative models for human motion estimation from an uncalibrated monocular camera. | Xin Zhang, Guoliang Fan |
| 2007 | CVPR | Constrained Optimization for Retinal Curvature Estimation Using an Affine Camera. | Thitiporn Chanwimaluang, Guoliang Fan |
| 2007 | CVPR | Segmental Hidden Markov Models for View-based Sport Video Analysis. | Yi Ding, 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 | CVPR | A Comparative Study of Boosted and Adaptive Particle Filters for Affine-Invariant Target Detection and Tracking. | Guoliang Fan, Vijay Venkataraman, Li Tang, Joseph P. Havlicek |
| 2006 | IROS | A Robust Barcode Reading Method Based on Image Analysis of a Hierarchical Feature Classification. | Xiangju Lu, Guoliang Fan, Yunkuan Wang |
| 2006 | ISM | Camera View-Based American Football Video Analysis. | Yi Ding, Guoliang Fan |
| 2006 | ISVC | Affine Camera for 3-D Retinal Surface Reconstruction. | Thitiporn Chanwimaluang, Guoliang Fan |
| 2006 | ISVC | What Can We Learn from Biological Vision Studies for Human Motion Segmentation? | Cheng Chen, Guoliang Fan |
| 2006 | ISVC | Retinal Spot Lesion Detection Using Adaptive Multiscale Morphological Processing. | Xin Zhang, Guoliang Fan |
| 2005 | ICASSP | Key-frame extraction for Object-based Video Segmentation. | Xiaomu Song, Guoliang Fan |
| 2005 | ISVC | Retinal Image Registration for NIH's ETDRS. | Thitiporn Chanwimaluang, Guoliang Fan |
| 2005 | ISVC | Multi-aspect Target Tracking in Image Sequences Using Particle Filters. | Li Tang, Vijay Venkataraman, Guoliang Fan |
| 2005 | MMSP | Perception Principles Guided Video Segmentation. | Cheng Chen, Guoliang Fan |
| 2005 | MMSP | A New Video Analysis Approach for Coherent Key-frame Extraction and Object Segmentation. | Xiaomu Song, Guoliang Fan |
| 2005 | WACV | Joint Key-Frame Extraction and Object-Based Video Segmentation. | Xiaomu Song, Guoliang Fan |
| 2004 | IGARSS | Application of support vector machines for automatic compliance monitoring of the conservation reserve program (CRP) tracts. | Ginto Cherian, Xiaomu Song, Guoliang Fan, Mahesh N. Rao |
| 2003 | ICIP | An efficient algorithm for extraction of anatomical structures in retinal images. | Thitiporn Chanwimaluang, Guoliang Fan |
| 2003 | ICIP | An entropy based segmentation algorithm for computer-generated document images. | Lijie Liu, Yan Dong, Xiaomu Song, Guoliang Fan |
| 2003 | ICIP | Unsupervised Bayesian image segmentation using wavelet-domain hidden Markov models. | Xiaomu Song, Guoliang Fan |
| 2003 | ISCAS | An efficient blood vessel detection algorithm for retinal images using local entropy thresholding. | Thitiporn Chanwimaluang, Guoliang Fan |
| 2002 | ICIP | A study of contextual modeling and texture characterization for multiscale Bayesian segmentation. | Guoliang Fan, Xiaomu Song |
| 2000 | ICIP | Wavelet-Based Image Denoising Using Hidden Markov Models. | Guoliang Fan, Xiang-Gen Xia |
| 2000 | ICIP | Multiscale Texture Segmentation Using Hybrid Contextual Labeling Tree. | Guoliang Fan, Xiang-Gen Xia |
| 1998 | DCC | Post-Processing for Low Bit-Rate Wavelet-Based Image Coding Using Multiscale Edge Characterization. | Guoliang Fan, Wai-kuen Cham |
| 1998 | ICASSP | Model-based edge reconstruction for low bit-rate wavelet-based image coding. | Guoliang Fan, Wai-Kuen Cham, Jianzhuang Liu |
| 1998 | ICIP | Multiscale Image Reconstuction for Low Bit-Rate Wavelet-based Image Coding. | Guoliang Fan, Wai-kuen Cham |