Jiayuan Huang

According to our database, Jiayuan Huang authored at least 24 papers between 2004 and 2026.

Collaborative distances:

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

2026

Can LLM-Generated Text Empower Surgical Vision-Language Pre-training?

Chengan Che, Chao Wang, Jiayuan Huang, Xinyue Chen, Luis C. García-Peraza-Herrera

CoRR, April, 2026

Achieving Resilient and Self-Adaptive Topology Configuration in 3D UAV Networks.

Jiayuan Huang, Mingzhe Chen, Yuchen Liu

ACM Trans. Internet Techn., February, 2026

Shape-aware medical image segmentation via frequency domain partitioning.

Ke Zhou, Tianxiang Chen, Jiayuan Huang, Dongmei Fu, Chuanjiang Qi

Eng. Appl. Artif. Intell., 2026

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning.

Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Linzhe Jiang, Matthew John Clarkson, Mobarak I. Hoque

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention.

Shreyas C. Dhake, Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Sophia Bano, Hani J. Marcus, Danail Stoyanov, Matthew J. Clarkson, Mobarak I. Hoque

CoRR, November, 2025

Subsampled Randomized Fourier GaLore for Adapting Foundation Models in Depth-Driven Liver Landmark Segmentation.

Yun-Chen Lin, Jiayuan Huang, Hanyuan Zhang, Sergi Kavtaradze, Matthew J. Clarkson, Mobarak I. Hoque

CoRR, November, 2025

MambaNetLK: Enhancing Colonoscopy Point Cloud Registration with Mamba.

Linzhe Jiang, Jiayuan Huang, Sophia Bano, Matthew J. Clarkson, Zhehua Mao, Mobarak I. Hoque

CoRR, November, 2025

SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery.

Jiayuan Huang, Runlong He, Danyal Z. Khan, Evangelos B. Mazomenos, Danail Stoyanov, Hani J. Marcus, Matthew J. Clarkson, Mobarakol Islam

CoRR, March, 2025

2024

Variational Deep Survival Machines: Survival Regression with Censored Outcomes.

Qinxin Wang, Jiayuan Huang, Junhui Li, Jiaming Liu

CoRR, 2024

CircRNA G6PC3 promotes lung adenocarcinoma progression through enhancing HMGB1/Beclin 1 complex to induce autophagy.

Banzhou Pan, Jiayuan Huang, Bing Feng, Bo Shen, Jianwei Lu, Yuan Wu, Chenchen Li, Chen Chen, Jifeng Feng, Yong Xu, Xiaohua Wang

Biomed. Signal Process. Control., 2024

Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction.

Zifan Zhang, Minghong Fang, Jiayuan Huang, Yuchen Liu

Proceedings of the IFIP Networking Conference, 2024

Design and implementation of infant crying monitoring and analysis system based on deep learning.

Jiayuan Huang, Linfeng Li, Fan Gong, Ziyan Wang, Huijiong Zhan

Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering, 2024

2023

Classification of schizophrenia patients using a graph convolutional network: A combined functional MRI and connectomics analysis.

Xiaoyi Chen, Jing Zhou, Pengfei Ke, Jiayuan Huang, Dongsheng Xiong, Yuanyuan Huang, Guolin Ma, Yuping Ning, Fengchun Wu, Kai Wu

Biomed. Signal Process. Control., 2023

2021

Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion.

Jiayuan Huang, Yangkai Du, Shuting Tao, Kun Xu, Pengtao Xie

Trans. Assoc. Comput. Linguistics, 2021

2019

Knowledge Graph Construction for Intelligent Maintenance of Power Plants.

Yangkai Du, Jiayuan Huang, Shuting Tao, Hongwei Wang

Proceedings of the Advances in E-Business Engineering for Ubiquitous Computing, 2019

2008

Clustering high dimensional data: A graph-based relaxed optimization approach.

Chi-Hoon Lee, Osmar R. Zaïane, Ho-Hyun Park, Jiayuan Huang, Russell Greiner

Inf. Sci., 2008

2007

Learning from Partially Labeled Data: Unsupervised and Semi-supervised Learning on Graphs and Learning with Distribution Shifting.

Jiayuan Huang

PhD thesis, 2007

2006

Web Communities Identification from Random Walks.

Jiayuan Huang, Tingshao Zhu, Dale Schuurmans

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Information Marginalization on Subgraphs.

Jiayuan Huang, Tingshao Zhu, Russell Greiner, Dengyong Zhou, Dale Schuurmans

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

Learning with Hypergraphs: Clustering, Classification, and Embedding.

Dengyong Zhou, Jiayuan Huang, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Correcting Sample Selection Bias by Unlabeled Data.

Jiayuan Huang, Alexander J. Smola, Arthur Gretton, Karsten M. Borgwardt, Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005

Learning from labeled and unlabeled data on a directed graph.

Dengyong Zhou, Jiayuan Huang, Bernhard Schölkopf

Proceedings of the Machine Learning, 2005

Tangent-Corrected Embedding.

Ali Ghodsi, Jiayuan Huang, Finnegan Southey, Dale Schuurmans

Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004

Transformation-Invariant Embedding for Image Analysis.

Ali Ghodsi, Jiayuan Huang, Dale Schuurmans

Proceedings of the Computer Vision, 2004