Segmentation of SAR Image Using Mixture Multiscale ARMA Network. - Haixia Xu 003; Tian Zheng; Fan Meng (ICNC (2), 2005)

The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting. - Tian Zheng; Zi Jin; Fang He; Ling Wei (ISNN (2), 2005)

A New Method for Compression of SAR Imagery Based on MARMA Model. - Jian Ji 002; Tian Zheng; Yanwei Ju (ICNC (2), 2006)

Speckle Reduction of Polarimetric SAR Images Based on Neural ICA. - Jian Ji 002; Tian Zheng (ICONIP (2), 2006)

Robust ICA Neural Network and Application on Synthetic Aperture Radar (SAR) Image Analysis. - Jian Ji 002; Tian Zheng (ICONIP (2), 2006)

Wavelet Energy Signature: Comparison and Analysis. - Xiaobin Li 001; Tian Zheng (ICONIP (2), 2006)

A Multiscale Self-growing Probabilistic Decision-Based Neural Network for Segmentation of SAR Imagery. - Xian-Bin Wen; Hua Zhang 003; Tian Zheng (PRICAI, 2006)

Identifying Genomic Regulators of Set-Wise Co-Expression. - Jung Hoon Woo; Tian Zheng; Ju Han Kim (BIBE, 2007)

Studying Co-Regulation and Inter-Regulation of Genes via eQTL Mapping. - Tian Zheng (BIBE, 2007)

Discriminant Analysis Using Multigene Expression Profiles in Classification of Breast Cancer. - Xin Yan; Tian Zheng (BIOCOMP, 2007)

Optimum cut-based clustering. - Xiaobin Li 001; Tian Zheng (Signal Process., 2007)

Identification of gene interactions associated with disease from gene expression data using synergy networks. - John Watkinson; Xiaodong Wang 001; Tian Zheng; Dimitris Anastassiou (BMC Syst. Biol., 2008)

DACE: Differential Allelic Co-Expression test for estimating regulatory associations of SNP and biological pathway. - Jung Hoon Woo; Tian Zheng; Ju Han Kim (Int. J. Funct. Informatics Pers. Medicine, 2008)

Inferential Clustering Approach for Microarray Experiments with Replicated Measurements. - Miquel Salicru; Sergi Vives; Tian Zheng (IEEE ACM Trans. Comput. Biol. Bioinform., 2009)

Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders. - Tian Zheng; Herman Chernoff; Inchi Hu; Iuliana Ionita-Laza; Shaw-Hwa Lo (Handbook of Statistical Bioinformatics, 2011)

Interaction-based feature selection and classification for high-dimensional biological data. - Haitian Wang; Shaw-Hwa Lo; Tian Zheng; Inchi Hu (Bioinform., 2012)

Node performance model of wireless sensor networks. - Tian Zheng; Abdelkader El Kamel; EcoleCentrale de Lille; Shaoping Wang (ASCC, 2013)

Estimation of exponential random graph models for large social networks via graph limits. - Ran He; Tian Zheng (ASONAM, 2013)

Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets. - Maggie Haitian Wang; Kelvin Kam-fai Tsoi; Xin Lai 003; Marc Chong; Benny Zee; Tian Zheng; Shaw-Hwa Lo; Inchi Hu (BigData Congress, 2015)

Boosted Sparse Non-linear Distance Metric Learning. - Yuting Ma; Tian Zheng (CoRR, 2015)

Latent quality models for document networks. - Linda S. L. Tan; Aik Hui Chan; Tian Zheng (CoRR, 2015)

Simulation-efficient shortest probability intervals. - Ying Liu; Andrew Gelman; Tian Zheng (Stat. Comput., 2015)

GLMLE: graph-limit enabled fast computation for fitting exponential random graph models to large social networks. - Ran He; Tian Zheng (Soc. Netw. Anal. Min., 2015)

Estimating exponential random graph models using sampled network data via graphon. - Ran He; Tian Zheng (ASONAM, 2016)

Boosted sparse nonlinear distance metric learning. - Yuting Ma; Tian Zheng (Stat. Anal. Data Min., 2016)

An Efficient Algorithm for Identifying Genomic Structural Inversion with Wide-spectrum of Length. - Yu Geng 001; Zhongmeng Zhao; Xingjian Cui; Rong Zhang; Tian Zheng; Xuanping Zhang; Jiayin Wang (BIBE, 2017)

A crowdsourcing method for correcting sequencing errors for the third-generation sequencing data. - Yu Geng 001; Zhongmeng Zhao; Zhaofang Du; Yixuan Wang; Tian Zheng; Siyu He; Xuanping Zhang; Jiayin Wang (BIBM, 2017)

Accurately Estimating Tumor Purity of Samples with High Degree of Heterogeneity from Cancer Sequencing Data. - Yu Geng 001; Zhongmeng Zhao; Ruoyu Liu; Tian Zheng; Jing Xu; Yi Huang; Xuanping Zhang; Xiao Xiao; Jiayin Wang (ICIC (2), 2017)

An Expanded Association Approach for Rare Germline Variants with Copy-Number Alternation. - Yu Geng 001; Zhongmeng Zhao; Daibin Cui; Tian Zheng; Xuanping Zhang; Xiao Xiao; Jiayin Wang (IWBBIO (2), 2017)

Stabilized Sparse Online Learning for Sparse Data. - Yuting Ma; Tian Zheng (J. Mach. Learn. Res., 2017)

Estimating Personal Network Size with Non-random Mixing via Latent Kernels. - Swupnil Sahai; Timothy Jones; Sarah K. Cowan; Tian Zheng (COMPLEX NETWORKS (1), 2018)

CIGenotyper: A Machine Learning Approach for Genotyping Complex Indel Calls. - Tian Zheng; Yang Li; Yu Geng 001; Zhongmeng Zhao; Xuanping Zhang; Xiao Xiao; Jiayin Wang (IWBBIO (1), 2018)

Feature subspace learning based on local point processes patterns. - Yuting Ma; Yuejing Ding; Tian Zheng (Stat. Anal. Data Min., 2018)

A Greedy Algorithm for Detecting Mutually Exclusive Patterns in Cancer Mutation Data. - Chunyan Yang; Tian Zheng; Zhongmeng Zhao; Xinnuo He; Xuanping Zhang; Xiao Xiao; Jiayin Wang (IWBBIO (1), 2019)

Image fusion of fault detection in power system based on deep learning. - Yu Li; Fengyuan Yu; Qian Cai; Kun Yuan; Renzhuo Wan; Xiaoying Li; Meiyu Qian; Pengfeng Liu; Junwen Guo; Juan Yu; Tian Zheng; Huan Yan; et al. (Clust. Comput., 2019)

Spectral Clustering for Directed Networks. - William R. Palmer; Tian Zheng (COMPLEX NETWORKS (1), 2020)

OccuSeg: Occupancy-Aware 3D Instance Segmentation. - Lei Han; Tian Zheng; Lan Xu; Lu Fang 001 (CVPR, 2020)

SETE: Sequence-based Ensemble learning approach for TCR Epitope binding prediction. - Yao Tong; Jiayin Wang; Tian Zheng; Xuanping Zhang; Xiao Xiao; Xiaoyan Zhu 003; Xin Lai 003; Xiang Liu (Comput. Biol. Chem., 2020)

Online Community Detection for Event Streams on Networks. - Guanhua Fang; Owen G. Ward; Tian Zheng (CoRR, 2020)

Live Semantic 3D Perception for Immersive Augmented Reality. - Lei Han; Tian Zheng; Yinheng Zhu; Lan Xu; Lu Fang 001 (IEEE Trans. Vis. Comput. Graph., 2020)

Weakly Supervised Learning Creates a Fusion of Modeling Cultures. - Chengliang Tang; Gan Yuan; Tian Zheng (CoRR, 2021)

Artificial Perceptual Learning: Image Categorization with Weak Supervision. - Chengliang Tang; María Uriarte; Helen Jin; Douglas C. Morton; Tian Zheng (CoRR, 2021)

Scalable Community Detection in Massive Networks Using Aggregated Relational Data. - Timothy Jones; Yiran Jiang; John Paisley; Tian Zheng (CoRR, 2021)

Toward a Taxonomy of Trust for Probabilistic Machine Learning. - Tamara Broderick; Andrew Gelman; Rachael Meager; Anna L. Smith; Tian Zheng (CoRR, 2021)

Similarity-based health risk prediction using Domain Fusion and electronic health records data. - Jia Guo; Chi Yuan; Ning Shang; Tian Zheng; Natalie A. Bello; Krzysztof Kiryluk; Chunhua Weng; Shuang Wang (J. Biomed. Informatics, 2021)

ppdiag: Diagnostic Tools for Temporal Point Processes. - Sally Sun 002; Owen G. Ward; Jing Wu; Lihao Xiao; Xiaoxi Zhao; Tian Zheng (J. Open Source Softw., 2021)

Next waves in veridical network embedding. - Owen G. Ward; Zhen Huang; Andrew Davison; Tian Zheng (Stat. Anal. Data Min., 2021)

Automatic Recommendation of a Distance Measure for Clustering Algorithms. - Xiaoyan Zhu 003; Yingbin Li; Jiayin Wang; Tian Zheng; Jingwen Fu (ACM Trans. Knowl. Discov. Data, 2021)

INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation. - Leyao Liu; Tian Zheng; Yun-Jou Lin; Kai Ni; Lu Fang 001 (CVPR, 2022)

A Soft RISC-V Processor IP with High-performance and Low-resource consumption for FPGA. - Tian Zheng; Gang Cai; Zhihong Huang (ISCAS, 2022)

A structural variation genotyping algorithm enhanced by CNV quantitative transfer. - Tian Zheng; Xinyang Qian; Jiayin Wang (Frontiers Comput. Sci., 2022)

Data-Driven Hybrid Neural Fuzzy Network and ARX Modeling Approach to Practical Industrial Process Identification. - Feng Li 023; Tian Zheng; Naibao He; Qingfeng Cao (IEEE CAA J. Autom. Sinica, 2022)

Mapping data ethics curricula. - Jonathan Reeve; Isabelle Zaugg; Tian Zheng (J. Inf. Commun. Ethics Soc., 2022)

BuildingFusion: Semantic-Aware Structural Building-Scale 3D Reconstruction. - Tian Zheng; Guoqing Zhang; Lei Han; Lan Xu; Lu Fang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Log-Rank-Type Tests for Equality of Distributions in High-Dimensional Spaces. - Linxi Liu; Yang Meng; Xiaoru Wu; Zhiliang Ying; Tian Zheng (J. Comput. Graph. Stat., 2022)

Wasserstein Distributional Learning via Majorization-Minimization. - Chengliang Tang; Nathan Lenssen; Ying Wei; Tian Zheng (AISTATS, 2023)

Research on the Method of Guiding Network Public Opinion on Public Health Emergencies Based on Hybrid Recommendation Algorithm : Taking Microblog Rumors as an Exmaple. - Ziyu Liu; Tian Zheng; Jingyi Zhang (DSIT, 2023)

Wireless Mesh System Design for Photovoltaic Power Station Based on LoRa. - Zhihai Zhang; Heyun Lin; Tian Zheng; Xinhong Pan (FAIML, 2023)

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. - Sungduk Yu; Walter M. Hannah; Liran Peng; Jerry Lin; Mohamed Aziz Bhouri; Ritwik Gupta; Björn Lütjens; Justus C. Will; Gunnar Behrens; Julius Busecke; Nora Loose; Charles Stern; et al. (NeurIPS, 2023)

A Deep Reinforcement Learning Based UAV Trajectory Planning Method For Integrated Sensing And Communications Networks. - Heyun Lin; Zhihai Zhang; Longkun Wei; Zihao Zhou; Tian Zheng (VTC Fall, 2023)

An Early Evaluation of GPT-4V(ision). - Yang Wu 010; Shilong Wang 003; Hao Yang; Tian Zheng; Hongbo Zhang; Yanyan Zhao; Bing Qin 001 (CoRR, 2023)

Prediction scoring of data-driven discoveries for reproducible research. - Anna L. Smith; Tian Zheng; Andrew Gelman (Stat. Comput., 2023)

Modeling and identification for practical nonlinear process using neural fuzzy network-based Hammerstein system. - Feng Li 023; Tian Zheng; Qingfeng Cao (Trans. Inst. Meas. Control, 2023)

FastFold: Optimizing AlphaFold Training and Inference on GPU Clusters. - Shenggan Cheng; Xuanlei Zhao; Guangyang Lu; Jiarui Fang; Tian Zheng; Ruidong Wu; Xiwen Zhang; Jian Peng 001; Yang You 001 (PPoPP, 2024)

Alzheimer's Disease Detection Based on Large Language Model Prompt Engineering. - Tian Zheng; Xurong Xie; Xiaolan Peng; Hui Chen 020; Feng Tian 001 (ICSR + InnoBiz, 2024)

Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey. - Hao Yang; Yanyan Zhao; Yang Wu 010; Shilong Wang 003; Tian Zheng; Hongbo Zhang; Wanxiang Che; Bing Qin 001 (CoRR, 2024)

Survey of neurocognitive disorder detection methods based on speech, visual, and virtual reality technologies. - Tian Zheng; Xinheng Wang; Xiaolan Peng; Ning Su; Tianyi Xu; Xurong Xie; Jin Huang 009; Lun Xie; Feng Tian 001 (Virtual Real. Intell. Hardw., 2024)

Online estimation and community detection of network point processes for event streams. - Guanhua Fang; Owen G. Ward; Tian Zheng (Stat. Comput., 2024)

Divergent dynamics of surface water patterns and structures in Europe's coastal-zone basins. - Liumeng Chen; Yongchao Liu; Jialin Li; Chao Ying; Peng Tian; Wenfei Kuang; Qiyu Huang; Tian Zheng (Ecol. Informatics, 2025)