← Authors

Qiang Ji

74 papers · 2011–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) πŸƒ Academic Marathon (14) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (103) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (31) πŸ† Keyword Champion (4) πŸ”¬ Deep Specialist (17) 🀝 Dynamic Duo (12) πŸ”₯ Unstoppable (15) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (292) πŸ“ˆ Trend Setter πŸ’Ž Century Club (74) πŸš€ Conference Pioneer

Conferences

CVPR (31) ICCV (15) ECCV (6) NIPS (6) AAAI (4) IJCAI (4) UAI (3) WACV (2) AISTATS (1) ICML (1) JMLR (1)

Top co-authors

Zijun Cui (12) Hanjing Wang (11) Tian Gao (10) Hui Su (7) Rui Zhao (7) Yue Wu (7) Jeffrey O. Kephart (6) Bao-gang Hu (6) Yong Zhang (6) Hongji Guo (5)

Keywords

facial action unit (9) bayesian network (7) bayesian inference (7) weakly supervised learning (6) intensity estimation (6) uncertainty quantification (6) facial expression (6) action recognition (5) structure learning (5) probabilistic modeling (5) convolutional neural network (4) facial landmark detection (4) epistemic uncertainty (3) feature learning (3) causal discovery (3) probabilistic model (3) temporal dependency (3) eye tracking (3) probabilistic inference (3) video understanding (3)

Papers

Diffusion-based 3D Hand Motion Recovery with Intuitive Physics ICCV 2025
Incorporating Physics Principles for Precise Human Motion Prediction WACV 2024
Beyond Dirichlet-based Models: When Bayesian Neural Networks Meet Evidential Deep Learning UAI 2024
PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos CVPR 2024
Epistemic Uncertainty Quantification For Pre-Trained Neural Networks CVPR 2024
Uncertainty-aware Action Decoupling Transformer for Action Anticipation CVPR 2024
AU-Aware Dynamic 3D Face Reconstruction From Videos With Transformer WACV 2024
Weakly-Supervised 3D Hand Reconstruction with Knowledge Prior and Uncertainty Guidance ECCV 2024
Effective Causal Discovery under Identifiable Heteroscedastic Noise Model AAAI 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024
Bayesian Evidential Deep Learning for Online Action Detection ECCV 2024
Integrating Markov Blanket Discovery into Causal Representation Learning for Domain Generalization ECCV 2024
Optimization-based Uncertainty Attribution Via Learning Informative Perturbations ECCV 2024
Body Knowledge and Uncertainty Modeling for Monocular 3D Human Body Reconstruction ICCV 2023
Diversity-enhanced probabilistic ensemble for uncertainty estimation UAI 2023
Physics-Augmented Autoencoder for 3D Skeleton-Based Gait Recognition ICCV 2023
Biomechanics-Guided Facial Action Unit Detection Through Force Modeling CVPR 2023
Probabilistic Debiasing of Scene Graphs CVPR 2023
Gradient-Based Uncertainty Attribution for Explainable Bayesian Deep Learning CVPR 2023
Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data IJCAI 2022
Uncertainty-Guided Probabilistic Transformer for Complex Action Recognition CVPR 2022
Uncertainty-Based Spatial-Temporal Attention for Online Action Detection ECCV 2022
AU-Aware 3D Face Reconstruction through Personalized AU-Specific Blendshape Learning ECCV 2022
Variational message passing neural network for Maximum-A-Posteriori (MAP) inference UAI 2022
Type-augmented Relation Prediction in Knowledge Graphs AAAI 2021
Uncertain Graph Neural Networks for Facial Action Unit Detection AAAI 2021
DAGs with No Curl: An Efficient DAG Structure Learning Approach ICML 2021
Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection CVPR 2021
Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation CVPR 2021
Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition NIPS 2020
Label Error Correction and Generation through Label Relationships AAAI 2020
Bayesian Adversarial Human Motion Synthesis CVPR 2020
Face Alignment With Kernel Density Deep Neural Network ICCV 2019
Context-Aware Feature and Label Fusion for Facial Action Unit Intensity Estimation With Partially Labeled Data ICCV 2019
Joint Representation and Estimator Learning for Facial Action Unit Intensity Estimation CVPR 2019
Bayesian Hierarchical Dynamic Model for Human Action Recognition CVPR 2019
Neuro-Inspired Eye Tracking With Eye Movement Dynamics CVPR 2019
Generalizing Eye Tracking With Bayesian Adversarial Learning CVPR 2019
Deep Structured Prediction for Facial Landmark Detection NIPS 2019
Bayesian Graph Convolution LSTM for Skeleton Based Action Recognition ICCV 2019
Classifier Learning With Prior Probabilities for Facial Action Unit Recognition CVPR 2018
Weakly-Supervised Deep Convolutional Neural Network Learning for Facial Action Unit Intensity Estimation CVPR 2018
A Hierarchical Generative Model for Eye Image Synthesis and Eye Gaze Estimation CVPR 2018
Bilateral Ordinal Relevance Multi-Instance Regression for Facial Action Unit Intensity Estimation CVPR 2018
Deep Facial Action Unit Recognition From Partially Labeled Data ICCV 2017
Simultaneous Facial Landmark Detection, Pose and Deformation Estimation Under Facial Occlusion CVPR 2017
Real Time Eye Gaze Tracking With 3D Deformable Eye-Face Model ICCV 2017
A Multimodal Deep Regression Bayesian Network for Affective Video Content Analyses ICCV 2017
Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016
Object Recognition with Hidden Attributes IJCAI 2016
Constrained Local Latent Variable Discovery IJCAI 2016
Multimodal Spontaneous Emotion Corpus for Human Behavior Analysis CVPR 2016
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection CVPR 2016
Constrained Deep Transfer Feature Learning and Its Applications CVPR 2016
Structured Feature Selection ICCV 2015
Video Event Recognition With Deep Hierarchical Context Model CVPR 2015
Local Causal Discovery of Direct Causes and Effects NIPS 2015
Robust Facial Landmark Detection Under Significant Head Poses and Occlusion ICCV 2015
Classifier Learning With Hidden Information CVPR 2015
A Hierarchical Context Model for Event Recognition in Surveillance Video CVPR 2014
Advances in Learning Bayesian Networks of Bounded Treewidth NIPS 2014
A Hierarchical Probabilistic Model for Facial Feature Detection CVPR 2014
Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video CVPR 2014
A Unified Probabilistic Approach Modeling Relationships between Attributes and Objects ICCV 2013
Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI IJCAI 2013
Capturing Global Semantic Relationships for Facial Action Unit Recognition ICCV 2013
Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos ICCV 2013
Event Detection in Complex Scenes Using Interval Temporal Constraints ICCV 2013
Facial Feature Tracking Under Varying Facial Expressions and Face Poses Based on Restricted Boltzmann Machines CVPR 2013
Capturing Complex Spatio-temporal Relations among Facial Muscles for Facial Expression Recognition CVPR 2013
Constrained Clustering and Its Application to Face Clustering in Videos CVPR 2013
Learning with Target Prior NIPS 2012
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NIPS 2011
Efficient Structure Learning of Bayesian Networks using Constraints JMLR 2011