Label Error Correction and Generation through Label Relationships. - Zijun Cui; Yong Zhang 034; Qiang Ji (AAAI, 2020)

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

Type-augmented Relation Prediction in Knowledge Graphs. - Zijun Cui; Pavan Kapanipathi; Kartik Talamadupula; Tian Gao; Qiang Ji (AAAI, 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 (CVPR, 2021)

AU-Aware 3D Face Reconstruction through Personalized AU-Specific Blendshape Learning. - Chenyi Kuang; Zijun Cui; Jeffrey O. Kephart; Qiang Ji (ECCV (13), 2022)

Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data. - Zijun Cui; Naiyu Yin; Yuru Wang; Qiang Ji (IJCAI, 2022)

Variational message passing neural network for Maximum-A-Posteriori (MAP) inference. - Zijun Cui; Hanjing Wang; Tian Gao; Kartik Talamadupula; Qiang Ji (UAI, 2022)

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

Self-supervised Sim-to-Real Kinematics Reconstruction for Video-Based Assessment of Intraoperative Suturing Skills. - Loc Trinh; Tim Chu; Zijun Cui; Anand Malpani; Cherine Yang; Istabraq Dalieh; Alvin Hui; Oscar Gomez; Yan Liu 002; Andrew J. Hung (MICCAI (9), 2023)

Detecting Out-of-Context Multimodal Misinformation with interpretable neural-symbolic model. - Yizhou Zhang; Loc Trinh; Defu Cao; Zijun Cui; Yan Liu 002 (CoRR, 2023)

Theory-guided Message Passing Neural Network for Probabilistic Inference. - Zijun Cui; Hanjing Wang; Tian Gao; Kartik Talamadupula; Qiang Ji (AISTATS, 2024)

PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos. - Yufei Zhang 017; Jeffrey O. Kephart; Zijun Cui; Qiang Ji (CVPR, 2024)

Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference. - Sam Griesemer; Defu Cao; Zijun Cui; Carolina Osorio; Yan Liu 002 (NeurIPS, 2024)

Capturing relationships between suturing sub-skills to improve automatic suturing assessment. - Zijun Cui; Runzhuo Ma; Cherine Yang; Anand Malpani; Timothy N. Chu; Ahmed Ghazi; John W. Davis; Brian J. Miles; Clayton Lau; Yan Liu 002; Andrew J. Hung (npj Digit. Medicine, 2024)

Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data. - Zijun Cui; Sam Griesemer; Sungyong Seo; Joshua Hikida; Yan Liu (Trans. Mach. Learn. Res., 2025)

Knowledge-Augmented Deep Learning and its Applications: A Survey. - Zijun Cui; Tian Gao; Kartik Talamadupula; Qiang Ji (IEEE Trans. Neural Networks Learn. Syst., 2025)

Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization. - Aliakbar Nafar; Kristen Brent Venable; Zijun Cui; Parisa Kordjamshidi (CoRR, 2025)

SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing. - Mingfei Chen; Zijun Cui; Xiulong Liu; Jinlin Xiang; Caleb Zheng; Jingyuan Li; Eli Shlizerman (CoRR, 2025)

Diffusion-based 3D Hand Motion Recovery with Intuitive Physics. - Yufei Zhang 017; Zijun Cui; Jeffrey O. Kephart; Qiang Ji (CoRR, 2025)