Zijun Cui

According to our database, Zijun Cui authored at least 25 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Grading the Unspoken: Evaluating Tacit Reasoning in Quantum Field Theory and String Theory with LLMs.

Xingyang Yu, Yinghuan Zhang, Yufei Zhang, Zijun Cui

CoRR, April, 2026

PAD-Hand: Physics-Aware Diffusion for Hand Motion Recovery.

Elkhan Ismayilzada, Yufei Zhang, Zijun Cui

CoRR, March, 2026

Bayesian Network Structure Discovery Using Large Language Models.

Yinghuan Zhang, Yufei Zhang, Parisa Kordjamshidi, Zijun Cui

Trans. Mach. Learn. Res., 2026

2025

Beyond Motion Pattern: An Empirical Study of Physical Forces for Human Motion Understanding.

Anh Dao, Manh Tran, Yufei Zhang, Xiaoming Liu, Zijun Cui

CoRR, December, 2025

Diffusion-based 3D Hand Motion Recovery with Intuitive Physics.

Yufei Zhang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

CoRR, August, 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, June, 2025

Extracting Probabilistic Knowledge from Large Language Models for Bayesian Network Parameterization.

Aliakbar Nafar, Kristen Brent Venable, Zijun Cui, Parisa Kordjamshidi

CoRR, May, 2025

Knowledge-Augmented Deep Learning and its Applications: A Survey.

Zijun Cui, Tian Gao, Kartik Talamadupula, Qiang Ji

IEEE Trans. Neural Networks Learn. Syst., February, 2025

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

Diffusion-Based 3D Hand Motion Recovery with Intuitive Physics.

Yufei Zhang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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, Andrew J. Hung

npj Digit. Medicine, 2024

Active Sequential Posterior Estimation for Sample-Efficient Simulation-Based Inference.

Sam Griesemer, Defu Cao, Zijun Cui, Carolina Osorio, Yan Liu

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

PhysPT: Physics-aware Pretrained Transformer for Estimating Human Dynamics from Monocular Videos.

Yufei Zhang, Jeffrey O. Kephart, Zijun Cui, Qiang Ji

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Theory-guided Message Passing Neural Network for Probabilistic Inference.

Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Detecting Out-of-Context Multimodal Misinformation with interpretable neural-symbolic model.

Yizhou Zhang, Loc Trinh, Defu Cao, Zijun Cui, Yan Liu

CoRR, 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, Andrew J. Hung

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Biomechanics-Guided Facial Action Unit Detection Through Force Modeling.

Zijun Cui, Chenyi Kuang, Tian Gao, Kartik Talamadupula, Qiang Ji

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Variational message passing neural network for Maximum-A-Posteriori (MAP) inference.

Zijun Cui, Hanjing Wang, Tian Gao, Kartik Talamadupula, Qiang Ji

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Empirical Bayesian Approaches for Robust Constraint-based Causal Discovery under Insufficient Data.

Zijun Cui, Naiyu Yin, Yuru Wang, Qiang Ji

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

AU-Aware 3D Face Reconstruction through Personalized AU-Specific Blendshape Learning.

Chenyi Kuang, Zijun Cui, Jeffrey O. Kephart, Qiang Ji

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Hybrid Message Passing With Performance-Driven Structures for Facial Action Unit Detection.

Tengfei Song, Zijun Cui, Wenming Zheng, Qiang Ji

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Dynamic Probabilistic Graph Convolution for Facial Action Unit Intensity Estimation.

Tengfei Song, Zijun Cui, Yuru Wang, Wenming Zheng, Qiang Ji

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Type-augmented Relation Prediction in Knowledge Graphs.

Zijun Cui, Pavan Kapanipathi, Kartik Talamadupula, Tian Gao, Qiang Ji

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Knowledge Augmented Deep Neural Networks for Joint Facial Expression and Action Unit Recognition.

Zijun Cui, Tengfei Song, Yuru Wang, Qiang Ji

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Label Error Correction and Generation through Label Relationships.

Zijun Cui, Yong Zhang, Qiang Ji

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020