Transformation-Invariant Embedding for Image Analysis. - Ali Ghodsi 001; Jiayuan Huang; Dale Schuurmans (ECCV (4), 2004)

Tangent-Corrected Embedding. - Ali Ghodsi 001; Jiayuan Huang; Finnegan Southey; Dale Schuurmans (CVPR (1), 2005)

Learning from labeled and unlabeled data on a directed graph. - Dengyong Zhou; Jiayuan Huang; Bernhard Schölkopf (ICML, 2005)

Correcting Sample Selection Bias by Unlabeled Data. - Jiayuan Huang; Alexander J. Smola; Arthur Gretton; Karsten M. Borgwardt; Bernhard Schölkopf (NIPS, 2006)

Learning with Hypergraphs: Clustering, Classification, and Embedding. - Dengyong Zhou; Jiayuan Huang; Bernhard Schölkopf (NIPS, 2006)

Information Marginalization on Subgraphs. - Jiayuan Huang; Tingshao Zhu; Russell Greiner; Dengyong Zhou; Dale Schuurmans (PKDD, 2006)

Web Communities Identification from Random Walks. - Jiayuan Huang; Tingshao Zhu; Dale Schuurmans (PKDD, 2006)

Learning from Partially Labeled Data: Unsupervised and Semi-supervised Learning on Graphs and Learning with Distribution Shifting. - Jiayuan Huang (2007)

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)

Knowledge Graph Construction for Intelligent Maintenance of Power Plants. - Yangkai Du; Jiayuan Huang; Shuting Tao; Hongwei Wang 001 (ICEBE, 2019)

Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion. - Jiayuan Huang; Yangkai Du; Shuting Tao; Kun Xu; Pengtao Xie (Trans. Assoc. Comput. Linguistics, 2021)

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 002 (Biomed. Signal Process. Control., 2023)

Design and implementation of infant crying monitoring and analysis system based on deep learning. - Jiayuan Huang; Linfeng Li; Fan Gong; Ziyan Wang; Huijiong Zhan (EITCE, 2024)

Poisoning Attacks on Federated Learning-based Wireless Traffic Prediction. - Zifan Zhang; Minghong Fang; Jiayuan Huang; Yuchen Liu 001 (IFIP Networking, 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)

Variational Deep Survival Machines: Survival Regression with Censored Outcomes. - Qinxin Wang; Jiayuan Huang; Junhui Li; Jiaming Liu (CoRR, 2024)

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, 2025)