Ji, Qiang

113 publications

ICCV 2025 Diffusion-Based 3D Hand Motion Recovery with Intuitive Physics Yufei Zhang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

WACV 2024 AU-Aware Dynamic 3D Face Reconstruction from Videos with Transformer Chenyi Kuang, Jeffrey O. Kephart, Qiang Ji

ECCV 2024 Bayesian Evidential Deep Learning for Online Action Detection Hongji Guo, Hanjing Wang, Qiang Ji

UAI 2024 Beyond Dirichlet-Based Models: When Bayesian Neural Networks Meet Evidential Deep Learning Hanjing Wang, Qiang Ji

AAAI 2024 Effective Causal Discovery Under Identifiable Heteroscedastic Noise Model Naiyu Yin, Tian Gao, Yue Yu, Qiang Ji

CVPR 2024 Epistemic Uncertainty Quantification for Pre-Trained Neural Networks Hanjing Wang, Qiang Ji

WACV 2024 Incorporating Physics Principles for Precise Human Motion Prediction Yufei Zhang, Jeffrey O. Kephart, Qiang Ji

ECCV 2024 Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization Naiyu Yin, Hanjing Wang, Yue Yu, Tian Gao, Amit Dhurandhar, Qiang Ji

ECCV 2024 Optimization-Based Uncertainty Attribution via Learning Informative Perturbations Hanjing Wang, Bashirul Azam Biswas, Qiang Ji

CVPR 2024 PhysPT: Physics-Aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos Yufei Zhang, Jeffrey O. Kephart, Zijun Cui, Qiang Ji

AISTATS 2024 Theory-Guided Message Passing Neural Network for Probabilistic Inference Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

CVPR 2024 Uncertainty-Aware Action Decoupling Transformer for Action Anticipation Hongji Guo, Nakul Agarwal, Shao-Yuan Lo, Kwonjoon Lee, Qiang Ji

ECCV 2024 Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance Yufei Zhang, Jeffrey Kephart, Qiang Ji

CVPR 2023 Biomechanics-Guided Facial Action Unit Detection Through Force Modeling Zijun Cui, Chenyi Kuang, Tian Gao, Kartik Talamadupula, Qiang Ji

ICCV 2023 Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction Yufei Zhang, Hanjing Wang, Jeffrey O. Kephart, Qiang Ji

NeurIPSW 2023 Causal Markov Blanket Representation Learning for Out-of-Distribution Generalization Naiyu Yin, Hanjing Wang, Tian Gao, Amit Dhurandhar, Qiang Ji

UAI 2023 Diversity-Enhanced Probabilistic Ensemble for Uncertainty Estimation Hanjing Wang, Qiang Ji

CVPR 2023 Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning Hanjing Wang, Dhiraj Joshi, Shiqiang Wang, Qiang Ji

NeurIPSW 2023 Interaction-Aware Dynamic 3D Gaze Estimation in Videos Chenyi Kuang, Jeffrey O. Kephart, Qiang Ji

ICCV 2023 Physics-Augmented Autoencoder for 3D Skeleton-Based Gait Recognition Hongji Guo, Qiang Ji

CVPR 2023 Probabilistic Debiasing of Scene Graphs Bashirul Azam Biswas, Qiang Ji

CVPRW 2023 Robust Partial Fingerprint Recognition Yufei Zhang, Rui Zhao, Ziyi Zhao, Naveen Ramakrishnan, Manoj Aggarwal, Gérard G. Medioni, Qiang Ji

ECCV 2022 AU-Aware 3D Face Reconstruction Through Personalized AU-Specific Blendshape Learning Chenyi Kuang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

IJCAI 2022 Empirical Bayesian Approaches for Robust Constraint-Based Causal Discovery Under Insufficient Data Zijun Cui, Naiyu Yin, Yuru Wang, Qiang Ji

ECCV 2022 Uncertainty-Based Spatial-Temporal Attention for Online Action Detection Hongji Guo, Zhou Ren, Yi Wu, Gang Hua, Qiang Ji

CVPR 2022 Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition Hongji Guo, Hanjing Wang, Qiang Ji

UAI 2022 Variational Message Passing Neural Network for Maximum-a-Posteriori (MAP) Inference Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

ICML 2021 DAGs with No Curl: An Efficient DAG Structure Learning Approach Yue Yu, Tian Gao, Naiyu Yin, Qiang Ji

CVPR 2021 Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation Tengfei Song, Zijun Cui, Yuru Wang, Wenming Zheng, Qiang Ji

CVPR 2021 Hybrid Message Passing with Performance-Driven Structures for Facial Action Unit Detection Tengfei Song, Zijun Cui, Wenming Zheng, Qiang Ji

AAAI 2021 Type-Augmented Relation Prediction in Knowledge Graphs Zijun Cui, Pavan Kapanipathi, Kartik Talamadupula, Tian Gao, Qiang Ji

AAAI 2021 Uncertain Graph Neural Networks for Facial Action Unit Detection Tengfei Song, Lisha Chen, Wenming Zheng, Qiang Ji

NeurIPS 2020 Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition Zijun Cui, Tengfei Song, Yuru Wang, Qiang Ji

AAAI 2020 Label Error Correction and Generation Through Label Relationships Zijun Cui, Yong Zhang, Qiang Ji

NeurIPS 2019 Deep Structured Prediction for Facial Landmark Detection Lisha Chen, Hui Su, Qiang Ji

AAAI 2018 An Adversarial Hierarchical Hidden Markov Model for Human Pose Modeling and Generation Rui Zhao, Qiang Ji

ICCV 2017 A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses Quan Gan, Shangfei Wang, Longfei Hao, Qiang Ji

AAAI 2017 Capturing Dependencies Among Labels and Features for Multiple Emotion Tagging of Multimedia Data Shan Wu, Shangfei Wang, Qiang Ji

ICCV 2017 Deep Facial Action Unit Recognition from Partially Labeled Data Shan Wu, Shangfei Wang, Bowen Pan, Qiang Ji

AAAI 2017 Differentiating Between Posed and Spontaneous Expressions with Latent Regression Bayesian Network Quan Gan, Siqi Nie, Shangfei Wang, Qiang Ji

ICCV 2017 Real Time Eye Gaze Tracking with 3D Deformable Eye-Face Model Kang Wang, Qiang Ji

CVPR 2017 Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion Yue Wu, Chao Gou, Qiang Ji

CVPR 2016 Constrained Deep Transfer Feature Learning and Its Applications Yue Wu, Qiang Ji

CVPR 2016 Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection Yue Wu, Qiang Ji

IJCAI 2016 Constrained Local Latent Variable Discovery Tian Gao, Qiang Ji

CVPR 2016 Facial Expression Intensity Estimation Using Ordinal Information Rui Zhao, Quan Gan, Shangfei Wang, Qiang Ji

AAAI 2016 Learning Bayesian Networks with Bounded Tree-Width via Guided Search Siqi Nie, Cassio P. de Campos, Qiang Ji

CVPR 2016 Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis Zheng Zhang, Jeff M. Girard, Yue Wu, Xing Zhang, Peng Liu, Umur Ciftci, Shaun Canavan, Michael Reale, Andy Horowitz, Huiyuan Yang, Jeffrey F. Cohn, Qiang Ji, Lijun Yin

IJCAI 2016 Object Recognition with Hidden Attributes Xiaoyang Wang, Qiang Ji

ECCV 2016 Shape Augmented Regression for 3D Face Alignment Chao Gou, Yue Wu, Fei-Yue Wang, Qiang Ji

ECCVW 2016 Shape Augmented Regression for 3D Face Alignment Chao Gou, Yue Wu, Fei-Yue Wang, Qiang Ji

CVPR 2015 Classifier Learning with Hidden Information Ziheng Wang, Qiang Ji

NeurIPS 2015 Local Causal Discovery of Direct Causes and Effects Tian Gao, Qiang Ji

ICCV 2015 Robust Facial Landmark Detection Under Significant Head Poses and Occlusion Yue Wu, Qiang Ji

ICCVW 2015 Shape Augmented Regression Method for Face Alignment Yue Wu, Qiang Ji

ICCV 2015 Structured Feature Selection Tian Gao, Ziheng Wang, Qiang Ji

CVPR 2015 Video Event Recognition with Deep Hierarchical Context Model Xiaoyang Wang, Qiang Ji

CVPR 2014 A Hierarchical Context Model for Event Recognition in Surveillance Video Xiaoyang Wang, Qiang Ji

CVPR 2014 A Hierarchical Probabilistic Model for Facial Feature Detection Yue Wu, Ziheng Wang, Qiang Ji

NeurIPS 2014 Advances in Learning Bayesian Networks of Bounded Treewidth Siqi Nie, Denis D. Maua, Cassio P de Campos, Qiang Ji

CVPR 2014 Complex Activity Recognition Using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video Eran Swears, Anthony Hoogs, Qiang Ji, Kim Boyer

ICCV 2013 A Unified Probabilistic Approach Modeling Relationships Between Attributes and Objects Xiaoyang Wang, Qiang Ji

CVPR 2013 Capturing Complex Spatio-Temporal Relations Among Facial Muscles for Facial Expression Recognition Ziheng Wang, Shangfei Wang, Qiang Ji

ICCV 2013 Capturing Global Semantic Relationships for Facial Action Unit Recognition Ziheng Wang, Yongqiang Li, Shangfei Wang, Qiang Ji

CVPR 2013 Constrained Clustering and Its Application to Face Clustering in Videos Baoyuan Wu, Yifan Zhang, Bao-Gang Hu, Qiang Ji

IJCAI 2013 Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji

ICCV 2013 Event Detection in Complex Scenes Using Interval Temporal Constraints Yifan Zhang, Qiang Ji, Hanqing Lu

CVPR 2013 Facial Feature Tracking Under Varying Facial Expressions and Face Poses Based on Restricted Boltzmann Machines Yue Wu, Zuoguan Wang, Qiang Ji

ICCV 2013 Simultaneous Clustering and Tracklet Linking for Multi-Face Tracking in Videos Baoyuan Wu, Siwei Lyu, Bao-Gang Hu, Qiang Ji

NeurIPS 2012 Learning with Target Prior Zuoguan Wang, Siwei Lyu, Gerwin Schalk, Qiang Ji

CVPR 2011 A Large-Scale Benchmark Dataset for Event Recognition in Surveillance Video Sangmin Oh, Anthony Hoogs, A. G. Amitha Perera, Naresh P. Cuntoor, Chia-Chih Chen, Jong Taek Lee, Saurajit Mukherjee, J. K. Aggarwal, Hyungtae Lee, Larry S. Davis, Eran Swears, Xiaoyang Wang, Qiang Ji, Kishore K. Reddy, Mubarak Shah, Carl Vondrick, Hamed Pirsiavash, Deva Ramanan, Jenny Yuen, Antonio Torralba, Bi Song, Anesco Fong, Amit K. Roy-Chowdhury, Mita Desai

NeurIPS 2011 Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals Zuoguan Wang, Gerwin Schalk, Qiang Ji

JMLR 2011 Efficient Structure Learning of Bayesian Networks Using Constraints Cassio P. de Campos, Qiang Ji

CVPR 2011 Probabilistic Gaze Estimation Without Active Personal Calibration Jixu Chen, Qiang Ji

ECCV 2010 Knowledge Based Activity Recognition with Dynamic Bayesian Network Zhi Zeng, Qiang Ji

AAAI 2010 Properties of Bayesian Dirichlet Scores to Learn Bayesian Network Structures Cassio P. de Campos, Qiang Ji

CVPRW 2009 A Level Set-Based Global Shape Prior and Its Application to Image Segmentation Lei Zhang, Qiang Ji

CVPR 2009 A Multiscale Hybrid Model Exploiting Heterogeneous Contextual Relationships for Image Segmentation Lei Zhang, Qiang Ji

CVPRW 2009 Modeling and Exploiting the Spatio-Temporal Facial Action Dependencies for Robust Spontaneous Facial Expression Recognition Yan Tong, Jixu Chen, Qiang Ji

ICML 2009 Structure Learning of Bayesian Networks Using Constraints Cassio P. de Campos, Zhi Zeng, Qiang Ji

CVPR 2009 Switching Gaussian Process Dynamic Models for Simultaneous Composite Motion Tracking and Recognition Jixu Chen, Minyoung Kim, Yu Wang, Qiang Ji

ECCV 2008 Active Image Labeling and Its Application to Facial Action Labeling Lei Zhang, Yan Tong, Qiang Ji

ECCV 2008 Constrained Maximum Likelihood Learning of Bayesian Networks for Facial Action Recognition Cassio P. de Campos, Yan Tong, Qiang Ji

CVPRW 2008 Integration of Multiple Contextual Information for Image Segmentation Using a Bayesian Network Lei Zhang, Qiang Ji

CVPR 2008 Learning Bayesian Networks with Qualitative Constraints Yan Tong, Qiang Ji

UAI 2008 Strategy Selection in Influence Diagrams Using Imprecise Probabilities Cassio P. de Campos, Qiang Ji

CVPR 2007 A Unified Probabilistic Framework for Facial Activity Modeling and Understanding Yan Tong, Wenhui Liao, Zheng Xue, Qiang Ji

CVPR 2007 Online Spatial-Temporal Data Fusion for Robust Adaptive Tracking Jixu Chen, Qiang Ji

IJCAI 2007 Robust Object Tracking with a Case-Base Updating Strategy Wenhui Liao, Yan Tong, Zhiwei Zhu, Qiang Ji

AAAI 2006 Efficient Active Fusion for Decision-Making via VOI Approximation Wenhui Liao, Qiang Ji

CVPR 2006 Improved Watershed Segmentation Using Water Diffusion and Local Shape Priors Hieu Tat Nguyen, Qiang Ji

CVPR 2006 Inferring Facial Action Units with Causal Relations Yan Tong, Wenhui Liao, Qiang Ji

CVPR 2006 Performance Modeling and Prediction of Face Recognition Systems Peng Wang, Qiang Ji

CVPR 2006 Robust Multi-Target Tracking Using Spatio-Temporal Context Hieu Tat Nguyen, Qiang Ji, Arnold W. M. Smeulders

CVPR 2006 Robust Real-Time Face Pose and Facial Expression Recovery Zhiwei Zhu, Qiang Ji

CVPR 2006 Robust Visual Tracking Using Case-Based Reasoning with Confidence Zhiwei Zhu, Wenhui Liao, Qiang Ji

AAAI 2005 A Decision Theoretic Model for Stress Recognition and User Assistance Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji

CVPR 2005 A Dynamic Conditional Random Field Model for Object Segmentation in Image Sequences Yang Wang, Qiang Ji

CVPR 2005 A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji

CVPRW 2005 A Real-Time Human Stress Monitoring System Using Dynamic Bayesian Network Wenhui Liao, Weihong Zhang, Zhiwei Zhu, Qiang Ji

CVPR 2005 Automatic Eye Detection and Its Validation Peng Wang, Matthew B. Green, Qiang Ji, James L. Wayman

CVPRW 2005 Automatic Eye Detection and Its Validation Peng Wang, Matthew B. Green, Qiang Ji, James L. Wayman

CVPR 2005 Eye Gaze Tracking Under Natural Head Movements Zhiwei Zhu, Qiang Ji

CVPR 2005 Learn Discriminant Features for Multi-View Face and Eye Detection Peng Wang, Qiang Ji

AAAI 2005 Sensor Selection for Active Information Fusion Yongmian Zhang, Qiang Ji

CVPR 2004 A Real Time Face Tracking and Animation System Xiaozhou Wei, Zhiwei Zhu, Lijun Yin, Qiang Ji

CVPRW 2004 A Real Time Face Tracking and Animation System Xiaozhou Wei, Zhiwei Zhu, Lijun Yin, Qiang Ji

CVPR 2004 Facial Event Classification with Task Oriented Dynamic Bayesian Network Haisong Gu, Qiang Ji

CVPR 2004 Real Time 3D Face Pose Tracking from an Uncalibrated Camera Zhiwei Zhu, Qiang Ji

CVPRW 2004 Real Time 3D Face Pose Tracking from an Uncalibrated Camera Zhiwei Zhu, Qiang Ji

ICCV 2003 Facial Expression Understanding in Image Sequences Using Dynamic and Active Visual Information Fusion Yongmian Zhang, Qiang Ji

CVPR 1997 Corner Detection with Covariance Propagation Qiang Ji, Robert M. Haralick

AAAI 1994 Dempster-Shafer and Bayesian Network for CAD-Based Feature Extraction: A Comparative Investigation and Analysis Qiang Ji, Michael M. Marefat, Paul J. A. Lever