Yongchao Huang

23 papers Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	BiJEPA: Bi-directional Joint Embedding Predictive Architecture for Symmetric Representation Learning. CoRR Yongchao Huang
2026	J	`jnl`	Gaussian Joint Embeddings For Self-Supervised Representation Learning. CoRR Yongchao Huang
2026	J	`jnl`	Knowledge, Rules and Their Embeddings: Two Paths towards Neuro-Symbolic JEPA. CoRR Yongchao Huang, Hassan Raza
2026	J	`jnl`	VJEPA: Variational Joint Embedding Predictive Architectures as Probabilistic World Models. CoRR Yongchao Huang
2025	J	`jnl`	Bayesian Inference of Training Dataset Membership. CoRR Yongchao Huang
2025	J	`jnl`	LLM-BI: Towards Fully Automated Bayesian Inference with Large Language Models. CoRR Yongchao Huang
2025	J	`jnl`	LLM-Prior: A Framework for Knowledge-Driven Prior Elicitation and Aggregation. CoRR Yongchao Huang
2025	J	`jnl`	Probabilistic and reinforced mining of association rules. CoRR Yongchao Huang
2025	J	`jnl`	R-ParVI: Particle-based variational inference through lens of rewards. CoRR Yongchao Huang
2025	J	`jnl`	RL as Regressor: A Reinforcement Learning Approach for Function Approximation. CoRR Yongchao Huang
2025	J	`jnl`	Sampling via Gaussian Mixture Approximations. CoRR Yongchao Huang
2025	J	`jnl`	Semantic Fusion with Fuzzy-Membership Features for Controllable Language Modelling. CoRR Yongchao Huang, Hassan Raza
2025	J	`jnl`	Training data membership inference via Gaussian process meta-modeling: a post-hoc analysis approach. CoRR Yongchao Huang, Pengfei Zhang, Shahzad Mumtaz
2024	J	`jnl`	ADAS Simulation Result Dataset Processing Based on Improved BP Neural Network. Data Songyan Zhao, Lingshan Chen, Yongchao Huang
2024	J	`jnl`	Electrostatics-based particle sampling and approximate inference. CoRR Yongchao Huang
2024	J	`jnl`	Variational Inference Using Material Point Method. CoRR Yongchao Huang
2024	J	`jnl`	Variational Inference via Smoothed Particle Hydrodynamics. CoRR Yongchao Huang
2023	J	`jnl`	Bayesian inference and neural estimation of acoustic wave propagation. CoRR Yongchao Huang, Yuhang He, Hong Ge
2023	J	`jnl`	Evolution of cooperation in public goods games with dynamic resource allocation: A fairness preference perspective. Appl. Math. Comput. Yongchao Huang, Tianyu Ren, Junjun Zheng, Wenyi Liu, Mengshu Zhang
2022	J	`jnl`	Classification via score-based generative modelling. CoRR Yongchao Huang
2021	J	`jnl`	Fixed Points in Cyber Space: Rethinking Optimal Evasion Attacks in the Age of AI-NIDS. CoRR Christian Schröder de Witt, Yongchao Huang, Philip H. S. Torr, Martin Strohmeier
2020	J	`jnl`	A Sequential Modelling Approach for Indoor Temperature Prediction and Heating Control in Smart Buildings. CoRR Yongchao Huang, Hugh Miles, Pengfei Zhang
2019	—	`conf`	Ensemble Modeling of Neurocognitive Performance Using MRI-Derived Brain Structure Volumes. ABCD-NP@MICCAI Leo Brueggeman, Tanner Koomar, Yongchao Huang, Brady Hoskins, Tien Tong, James Kent, Ethan Bahl, Charles E. Johnson, Alexander Powers, Douglas R. Langbehn, Jatin G. Vaidya, Hans J. Johnson, Jacob J. Michaelson