Tian Zheng

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 46

Top Topics

Point Processes

Metric Learning

Top Venues

Stat. Anal. Data Min.

COMPLEX NETWORKS (1)

Publications

Shenggan Cheng, Xuanlei Zhao, Guangyang Lu, Jiarui Fang, Tian Zheng, Ruidong Wu, Xiwen Zhang, Jian Peng, Yang You
FastFold: Optimizing AlphaFold Training and Inference on GPU Clusters. PPoPP (2024)
Hao Yang, Yanyan Zhao, Yang Wu, Shilong Wang, Tian Zheng, Hongbo Zhang, Wanxiang Che, Bing Qin
Large Language Models Meet Text-Centric Multimodal Sentiment Analysis: A Survey. CoRR (2024)
Guanhua Fang, Owen G. Ward, Tian Zheng
Online estimation and community detection of network point processes for event streams. Stat. Comput. 34 (1) (2024)
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, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. NeurIPS (2023)
Anna L. Smith, Tian Zheng, Andrew Gelman
Prediction scoring of data-driven discoveries for reproducible research. Stat. Comput. 33 (1) (2023)
Chengliang Tang, Nathan Lenssen, Ying Wei, Tian Zheng
Wasserstein Distributional Learning via Majorization-Minimization. AISTATS (2023)
Ziyu Liu, Tian Zheng, Jingyi Zhang
Research on the Method of Guiding Network Public Opinion on Public Health Emergencies Based on Hybrid Recommendation Algorithm : Taking Microblog Rumors as an Exmaple. DSIT (2023)
Yang Wu, Shilong Wang, Hao Yang, Tian Zheng, Hongbo Zhang, Yanyan Zhao, Bing Qin
An Early Evaluation of GPT-4V(ision). CoRR (2023)
Zhihai Zhang, Heyun Lin, Tian Zheng, Xinhong Pan
Wireless Mesh System Design for Photovoltaic Power Station Based on LoRa. FAIML (2023)
Heyun Lin, Zhihai Zhang, Longkun Wei, Zihao Zhou, Tian Zheng
A Deep Reinforcement Learning Based UAV Trajectory Planning Method For Integrated Sensing And Communications Networks. VTC Fall (2023)
Feng Li, Tian Zheng, Qingfeng Cao
Modeling and identification for practical nonlinear process using neural fuzzy network-based Hammerstein system. Trans. Inst. Meas. Control 45 (11) (2023)
Feng Li, Tian Zheng, Naibao He, Qingfeng Cao
Data-Driven Hybrid Neural Fuzzy Network and ARX Modeling Approach to Practical Industrial Process Identification. IEEE CAA J. Autom. Sinica 9 (9) (2022)
Tian Zheng, Xinyang Qian, Jiayin Wang
A structural variation genotyping algorithm enhanced by CNV quantitative transfer. Frontiers Comput. Sci. 16 (6) (2022)
Leyao Liu, Tian Zheng, Yun-Jou Lin, Kai Ni, Lu Fang
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation. CVPR (2022)
Linxi Liu, Yang Meng, Xiaoru Wu, Zhiliang Ying, Tian Zheng
Log-Rank-Type Tests for Equality of Distributions in High-Dimensional Spaces. J. Comput. Graph. Stat. 31 (4) (2022)
Tian Zheng, Gang Cai, Zhihong Huang
A Soft RISC-V Processor IP with High-performance and Low-resource consumption for FPGA. ISCAS (2022)
Jonathan Reeve, Isabelle Zaugg, Tian Zheng
Mapping data ethics curricula. J. Inf. Commun. Ethics Soc. 20 (3) (2022)
Tian Zheng, Guoqing Zhang, Lei Han, Lan Xu, Lu Fang
BuildingFusion: Semantic-Aware Structural Building-Scale 3D Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 44 (5) (2022)
Tamara Broderick, Andrew Gelman, Rachael Meager, Anna L. Smith, Tian Zheng
Toward a Taxonomy of Trust for Probabilistic Machine Learning. CoRR (2021)
Chengliang Tang, María Uriarte, Helen Jin, Douglas C. Morton, Tian Zheng
Artificial Perceptual Learning: Image Categorization with Weak Supervision. CoRR (2021)
Xiaoyan Zhu, Yingbin Li, Jiayin Wang, Tian Zheng, Jingwen Fu
Automatic Recommendation of a Distance Measure for Clustering Algorithms. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Timothy Jones, Yiran Jiang, John Paisley, Tian Zheng
Scalable Community Detection in Massive Networks Using Aggregated Relational Data. CoRR (2021)
Chengliang Tang, Gan Yuan, Tian Zheng
Weakly Supervised Learning Creates a Fusion of Modeling Cultures. CoRR (2021)
Sally Sun, Owen G. Ward, Jing Wu, Lihao Xiao, Xiaoxi Zhao, Tian Zheng
ppdiag: Diagnostic Tools for Temporal Point Processes. J. Open Source Softw. 6 (61) (2021)
Jia Guo, Chi Yuan, Ning Shang, Tian Zheng, Natalie A. Bello, Krzysztof Kiryluk, Chunhua Weng, Shuang Wang
Similarity-based health risk prediction using Domain Fusion and electronic health records data. J. Biomed. Informatics 116 (2021)
Owen G. Ward, Zhen Huang, Andrew Davison, Tian Zheng
Next waves in veridical network embedding. Stat. Anal. Data Min. 14 (1) (2021)
Guanhua Fang, Owen G. Ward, Tian Zheng
Online Community Detection for Event Streams on Networks. CoRR (2020)
Lei Han, Tian Zheng, Yinheng Zhu, Lan Xu, Lu Fang
Live Semantic 3D Perception for Immersive Augmented Reality. IEEE Trans. Vis. Comput. Graph. 26 (5) (2020)
Lei Han, Tian Zheng, Lan Xu, Lu Fang
OccuSeg: Occupancy-aware 3D Instance Segmentation. CoRR (2020)
Owen G. Ward, Zhen Huang, Andrew Davison, Tian Zheng
Next Waves in Veridical Network Embedding. CoRR (2020)
Lei Han, Tian Zheng, Lan Xu, Lu Fang
OccuSeg: Occupancy-Aware 3D Instance Segmentation. CVPR (2020)
William R. Palmer, Tian Zheng
Spectral Clustering for Directed Networks. COMPLEX NETWORKS (1) (2020)
Yao Tong, Jiayin Wang, Tian Zheng, Xuanping Zhang, Xiao Xiao, Xiaoyan Zhu, Xin Lai, Xiang Liu
SETE: Sequence-based Ensemble learning approach for TCR Epitope binding prediction. Comput. Biol. Chem. 87 (2020)
Chunyan Yang, Tian Zheng, Zhongmeng Zhao, Xinnuo He, Xuanping Zhang, Xiao Xiao, Jiayin Wang
A Greedy Algorithm for Detecting Mutually Exclusive Patterns in Cancer Mutation Data. IWBBIO (1) (2019)
Yu Li, Fengyuan Yu, Qian Cai, Kun Yuan, Renzhuo Wan, Xiaoying Li, Meiyu Qian, Pengfeng Liu, Junwen Guo, Juan Yu, Tian Zheng, Huan Yan, Peng Hou, Yiming Feng, Siyuan Wang, Lei Ding
Image fusion of fault detection in power system based on deep learning. Clust. Comput. 22 (Supplement) (2019)
Tian Zheng, Yang Li, Yu Geng, Zhongmeng Zhao, Xuanping Zhang, Xiao Xiao, Jiayin Wang
CIGenotyper: A Machine Learning Approach for Genotyping Complex Indel Calls. IWBBIO (1) (2018)
Swupnil Sahai, Timothy Jones, Sarah K. Cowan, Tian Zheng
Estimating Personal Network Size with Non-random Mixing via Latent Kernels. COMPLEX NETWORKS (1) (2018)
Yuting Ma, Yuejing Ding, Tian Zheng
Feature subspace learning based on local point processes patterns. Stat. Anal. Data Min. 11 (1) (2018)
Yu Geng, Zhongmeng Zhao, Xingjian Cui, Rong Zhang, Tian Zheng, Xuanping Zhang, Jiayin Wang
An Efficient Algorithm for Identifying Genomic Structural Inversion with Wide-spectrum of Length. BIBE (2017)
Yu Geng, Zhongmeng Zhao, Daibin Cui, Tian Zheng, Xuanping Zhang, Xiao Xiao, Jiayin Wang
An Expanded Association Approach for Rare Germline Variants with Copy-Number Alternation. IWBBIO (2) (2017)
Yuting Ma, Tian Zheng
Stabilized Sparse Online Learning for Sparse Data. J. Mach. Learn. Res. 18 (2017)
Yu Geng, Zhongmeng Zhao, Zhaofang Du, Yixuan Wang, Tian Zheng, Siyu He, Xuanping Zhang, Jiayin Wang
A crowdsourcing method for correcting sequencing errors for the third-generation sequencing data. BIBM (2017)
Yu Geng, Zhongmeng Zhao, Ruoyu Liu, Tian Zheng, Jing Xu, Yi Huang, Xuanping Zhang, Xiao Xiao, Jiayin Wang
Accurately Estimating Tumor Purity of Samples with High Degree of Heterogeneity from Cancer Sequencing Data. ICIC (2) (2017)
Ran He, Tian Zheng
Estimating exponential random graph models using sampled network data via graphon. ASONAM (2016)
Yuting Ma, Tian Zheng
Stabilized Sparse Online Learning for Sparse Data. CoRR (2016)
Yuting Ma, Tian Zheng
Boosted sparse nonlinear distance metric learning. Stat. Anal. Data Min. 9 (2) (2016)
Ran He, Tian Zheng
GLMLE: graph-limit enabled fast computation for fitting exponential random graph models to large social networks. Soc. Netw. Anal. Min. 5 (1) (2015)
Ying Liu, Andrew Gelman, Tian Zheng
Simulation-efficient shortest probability intervals. Stat. Comput. 25 (4) (2015)
Linda S. L. Tan, Aik Hui Chan, Tian Zheng
Latent quality models for document networks. CoRR (2015)
Maggie Haitian Wang, Kelvin Kam-fai Tsoi, Xin Lai, Marc Chong, Benny Zee, Tian Zheng, Shaw-Hwa Lo, Inchi Hu
Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets. BigData Congress (2015)
Yuting Ma, Tian Zheng
Boosted Sparse Non-linear Distance Metric Learning. CoRR (2015)
Tian Zheng, Abdelkader El Kamel, EcoleCentrale de Lille, Shaoping Wang
Node performance model of wireless sensor networks. ASCC (2013)
Ran He, Tian Zheng
Estimation of exponential random graph models for large social networks via graph limits. ASONAM (2013)
Haitian Wang, Shaw-Hwa Lo, Tian Zheng, Inchi Hu
Interaction-based feature selection and classification for high-dimensional biological data. Bioinform. 28 (21) (2012)
Miquel Salicru, Sergi Vives, Tian Zheng
Inferential Clustering Approach for Microarray Experiments with Replicated Measurements. IEEE ACM Trans. Comput. Biol. Bioinform. 6 (4) (2009)
John Watkinson, Xiaodong Wang, Tian Zheng, Dimitris Anastassiou
Identification of gene interactions associated with disease from gene expression data using synergy networks. BMC Syst. Biol. 2 (2008)
Jung Hoon Woo, Tian Zheng, Ju Han Kim
DACE: Differential Allelic Co-Expression test for estimating regulatory associations of SNP and biological pathway. Int. J. Funct. Informatics Pers. Medicine 1 (4) (2008)
Xin Yan, Tian Zheng
Discriminant Analysis Using Multigene Expression Profiles in Classification of Breast Cancer. BIOCOMP (2007)
Tian Zheng
Studying Co-Regulation and Inter-Regulation of Genes via eQTL Mapping. BIBE (2007)
Xiaobin Li, Tian Zheng
Optimum cut-based clustering. Signal Process. 87 (11) (2007)
Jung Hoon Woo, Tian Zheng, Ju Han Kim
Identifying Genomic Regulators of Set-Wise Co-Expression. BIBE (2007)
Jian Ji, Tian Zheng, Yanwei Ju
A New Method for Compression of SAR Imagery Based on MARMA Model. ICNC (2) (2006)
Jian Ji, Tian Zheng
Robust ICA Neural Network and Application on Synthetic Aperture Radar (SAR) Image Analysis. ICONIP (2) (2006)
Xian-Bin Wen, Hua Zhang, Tian Zheng
A Multiscale Self-growing Probabilistic Decision-Based Neural Network for Segmentation of SAR Imagery. PRICAI (2006)
Jian Ji, Tian Zheng
Speckle Reduction of Polarimetric SAR Images Based on Neural ICA. ICONIP (2) (2006)
Xiaobin Li, Tian Zheng
Wavelet Energy Signature: Comparison and Analysis. ICONIP (2) (2006)
Haixia Xu, Tian Zheng, Fan Meng
Segmentation of SAR Image Using Mixture Multiscale ARMA Network. ICNC (2) (2005)
Tian Zheng, Zi Jin, Fang He, Ling Wei
The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting. ISNN (2) (2005)