Tools for Privacy Preserving Data Mining. - Chris Clifton; Murat Kantarcioglu; Jaideep Vaidya; Xiaodong Lin 004; Michael Y. Zhu (SIGKDD Explor., 2002)

Semantic video classification by integrating flexible mixture model with adaptive EM algorithm. - Jianping Fan 001; Hangzai Luo; Xiaodong Lin 004 (Multimedia Information Retrieval, 2003)

Regression on Distributed Databases via Secure Multi-Party Computation. - Alan F. Karr; Xiaodong Lin 004; Ashish P. Sanil; Jerome P. Reiter (DG.O, 2004)

Privacy preserving regression modelling via distributed computation. - Ashish P. Sanil; Alan F. Karr; Xiaodong Lin 004; Jerome P. Reiter (KDD, 2004)

Learning a complex metabolomic dataset using random forests and support vector machines. - Young Truong; Xiaodong Lin 004; Chris Beecher (KDD, 2004)

Secure analysis of distributed chemical databases without data integration. - Alan F. Karr; Jun Feng; Xiaodong Lin 004; Ashish P. Sanil; S. Stanley Young; Jerome P. Reiter (J. Comput. Aided Mol. Des., 2005)

Privacy-preserving clustering with distributed EM mixture modeling. - Xiaodong Lin 004; Chris Clifton; Michael Y. Zhu (Knowl. Inf. Syst., 2005)

Gene selection using support vector machines with non-convex penalty. - Hao Helen Zhang; Jeongyoun Ahn; Xiaodong Lin 004; Cheolwoo Park (Bioinform., 2006)

Active Learning from Data Streams. - Xingquan Zhu 001; Peng Zhang 001; Xiaodong Lin 004; Yong Shi 001 (ICDM, 2007)

Secure, Privacy-Preserving Analysis of Distributed Databases. - Alan F. Karr; William J. Fulp; Francisco Vera; S. Stanley Young; Xiaodong Lin 004; Jerome P. Reiter (Technometrics, 2007)

Information Conversion, Effective Samples, and Parameter Size. - Xiaodong Lin 004; Jennifer Pittman; Bertrand S. Clarke (IEEE Trans. Inf. Theory, 2007)

A distributed approach to enabling privacy-preserving model-based classifier training. - Hangzai Luo; Jianping Fan 001; Xiaodong Lin 004; Aoying Zhou; Elisa Bertino (Knowl. Inf. Syst., 2009)

Reachability Analysis in Privacy-Preserving Perturbed Graphs. - Xiaoyun He; Jaideep Vaidya; Basit Shafiq; Nabil R. Adam; Xiaodong Lin 004 (Web Intelligence, 2010)

Privacy-preserving Maximum Likelihood Estimation for Distributed Data. - Xiaodong Lin 004; Alan F. Karr (J. Priv. Confidentiality, 2010)

Active Learning From Stream Data Using Optimal Weight Classifier Ensemble. - Xingquan Zhu 001; Peng Zhang 001; Xiaodong Lin 004; Yong Shi 001 (IEEE Trans. Syst. Man Cybern. Part B, 2010)

A Spectral Graphical Model Approach for Learning Brain Connectivity Network of Children's Narrative Comprehension. - Xiaodong Lin 004; Xiangxiang Meng; Prasanna Karunanayaka; Scott K. Holland (Brain Connect., 2011)

Improving RF-based device-free passive localization in cluttered indoor environments through probabilistic classification methods. - Chenren Xu; Bernhard Firner; Yanyong Zhang; Richard E. Howard; Jun Li 034; Xiaodong Lin 004 (IPSN, 2012)

A covariance-free iterative algorithm for distributed principal component analysis on vertically partitioned data. - Yue-Fei Guo; Xiaodong Lin 004; Zhou Teng; Xiangyang Xue 001; Jianping Fan 001 (Pattern Recognit., 2012)

Alternating linearization for structured regularization problems. - Xiaodong Lin 004; Minh Pham; Andrzej Ruszczynski (J. Mach. Learn. Res., 2014)

MotionTree: A Tree-Based In-Bed Body Motion Classification System Using Load-Cells. - Musaab Alaziz; Zhenhua Jia; Richard E. Howard; Xiaodong Lin 004; Yanyong Zhang (CHASE, 2017)

Leakage of signal function with reused keys in RLWE key exchange. - Jintai Ding; Saed Alsayigh; R. V. Saraswathy; Scott R. Fluhrer; Xiaodong Lin 004 (ICC, 2017)

A Selective Linearization Method For Multiblock Convex Optimization. - Yu Du 003; Xiaodong Lin 004; Andrzej Ruszczynski (SIAM J. Optim., 2017)

In-Bed Body Motion Detection and Classification System. - Musaab Alaziz; Zhenhua Jia; Richard E. Howard; Xiaodong Lin 004; Yanyong Zhang (ACM Trans. Sens. Networks, 2020)

Selective linearization for multi-block statistical learning. - Yu Du 003; Xiaodong Lin 004; Minh Pham; Andrzej Ruszczynski (Eur. J. Oper. Res., 2021)

An outer-inner linearization method for non-convex and nondifferentiable composite regularization problems. - Minh Pham; Xiaodong Lin 004; Andrzej Ruszczynski; Yu Du 003 (J. Glob. Optim., 2021)

Anomaly detection in dynamic attributed networks. - Ruizhi Zhou; Qin Zhang 011; Peng Zhang 001; Lingfeng Niu; Xiaodong Lin 004 (Neural Comput. Appl., 2021)

Learning to Walk with Dual Agents for Knowledge Graph Reasoning. - Denghui Zhang; Zixuan Yuan; Hao Liu 026; Xiaodong Lin 004; Hui Xiong 001 (AAAI, 2022)

GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs. - Dong Yang; Peijun Qing; Yang Li; Haonan Lu; Xiaodong Lin 004 (EMNLP, 2022)

DensE: An enhanced non-commutative representation for knowledge graph embedding with adaptive semantic hierarchy. - Haonan Lu; Hailin Hu 002; Xiaodong Lin 004 (Neurocomputing, 2022)

CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation. - Yikun Lei; Zhengshan Xue; Xiaohu Zhao; Haoran Sun; Shaolin Zhu; Xiaodong Lin 004; Deyi Xiong (ACL (Findings), 2023)

Interactive Interior Design Recommendation via Coarse-to-fine Multimodal Reinforcement Learning. - He Zhang; Ying Sun 006; Weiyu Guo; Yafei Liu; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001 (ACM Multimedia, 2023)

CompoNeRF: Text-guided Multi-object Compositional NeRF with Editable 3D Scene Layout. - Yiqi Lin; Haotian Bai; Sijia Li; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001; Lin Wang 025 (CoRR, 2023)

GlyphDraw: Learning to Draw Chinese Characters in Image Synthesis Models Coherently. - Jian Ma; Mingjun Zhao; Chen Chen 015; Ruichen Wang; Di Niu; Haonan Lu; Xiaodong Lin 004 (CoRR, 2023)

Edit Everything: A Text-Guided Generative System for Images Editing. - Defeng Xie; Ruichen Wang; Jian Ma; Chen Chen 015; Haonan Lu; Dong Yang; Fobo Shi; Xiaodong Lin 004 (CoRR, 2023)

Towards Language-guided Interactive 3D Generation: LLMs as Layout Interpreter with Generative Feedback. - Yiqi Lin; Hao Wu 094; Ruichen Wang; Haonan Lu; Xiaodong Lin 004; Hui Xiong 001; Lin Wang 025 (CoRR, 2023)

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models. - Fobo Shi; Peijun Qing; Dong Yang; Nan Wang; Youbo Lei; Haonan Lu; Xiaodong Lin 004 (CoRR, 2023)

VPiP: Values Packing in Paillier for Communication Efficient Oblivious Linear Computations. - Weibin Wu 003; Jun Wang 020; Yangpan Zhang; Zhe Liu 001; Lu Zhou 002; Xiaodong Lin 004 (IEEE Trans. Inf. Forensics Secur., 2023)

Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models. - Ruichen Wang; Zekang Chen; Chen Chen 015; Jian Ma; Haonan Lu; Xiaodong Lin 004 (AAAI, 2024)

Prompt Space Optimizing Few-shot Reasoning Success with Large Language Models. - Fobo Shi; Peijun Qing; Dong Yang; Nan Wang; Youbo Lei; Haonan Lu; Xiaodong Lin 004; Duantengchuan Li (NAACL-HLT (Findings), 2024)