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Tian Zheng
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2020 – today
- 2024
- [j25]Guanhua Fang, Owen G. Ward, Tian Zheng:
Online estimation and community detection of network point processes for event streams. Stat. Comput. 34(1): 35 (2024) - [c31]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: 417-430 - [i12]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 abs/2406.08068 (2024) - 2023
- [j24]Anna L. Smith
, Tian Zheng, Andrew Gelman
:
Prediction scoring of data-driven discoveries for reproducible research. Stat. Comput. 33(1): 11 (2023) - [j23]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): 2091-2102 (2023) - [c30]Chengliang Tang, Nathan Lenssen, Ying Wei, Tian Zheng:
Wasserstein Distributional Learning via Majorization-Minimization. AISTATS 2023: 10703-10731 - [c29]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: 300-304 - [c28]Zhihai Zhang
, Heyun Lin
, Tian Zheng
, Xinhong Pan
:
Wireless Mesh System Design for Photovoltaic Power Station Based on LoRa. FAIML 2023: 70-74 - [c27]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 - [c26]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: 1-6 - [i11]Yang Wu, Shilong Wang, Hao Yang, Tian Zheng, Hongbo Zhang, Yanyan Zhao, Bing Qin:
An Early Evaluation of GPT-4V(ision). CoRR abs/2310.16534 (2023) - 2022
- [j22]Tian Zheng, Xinyang Qian, Jiayin Wang:
A structural variation genotyping algorithm enhanced by CNV quantitative transfer. Frontiers Comput. Sci. 16(6): 166905 (2022) - [j21]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): 1702-1705 (2022) - [j20]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): 1384-1396 (2022) - [j19]Jonathan Reeve, Isabelle Zaugg, Tian Zheng:
Mapping data ethics curricula. J. Inf. Commun. Ethics Soc. 20(3): 388-399 (2022) - [j18]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): 2328-2345 (2022) - [c25]Leyao Liu, Tian Zheng, Yun-Jou Lin, Kai Ni, Lu Fang:
INS-Conv: Incremental Sparse Convolution for Online 3D Segmentation. CVPR 2022: 18953-18962 - [c24]Tian Zheng, Gang Cai, Zhihong Huang:
A Soft RISC-V Processor IP with High-performance and Low-resource consumption for FPGA. ISCAS 2022: 2538-2541 - 2021
- [j17]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: 103711 (2021) - [j16]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): 3133 (2021) - [j15]Owen G. Ward
, Zhen Huang, Andrew Davison, Tian Zheng
:
Next waves in veridical network embedding. Stat. Anal. Data Min. 14(1): 5-17 (2021) - [j14]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): 7:1-7:22 (2021) - [i10]Chengliang Tang, Gan Yuan, Tian Zheng:
Weakly Supervised Learning Creates a Fusion of Modeling Cultures. CoRR abs/2106.01485 (2021) - [i9]Chengliang Tang, María Uriarte, Helen Jin, Douglas C. Morton, Tian Zheng:
Artificial Perceptual Learning: Image Categorization with Weak Supervision. CoRR abs/2106.07559 (2021) - [i8]Timothy Jones, Yiran Jiang
, John Paisley, Tian Zheng:
Scalable Community Detection in Massive Networks Using Aggregated Relational Data. CoRR abs/2108.01727 (2021) - [i7]Tamara Broderick, Andrew Gelman, Rachael Meager, Anna L. Smith, Tian Zheng:
Toward a Taxonomy of Trust for Probabilistic Machine Learning. CoRR abs/2112.03270 (2021) - 2020
- [j13]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: 107281 (2020) - [j12]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): 2012-2022 (2020) - [c23]William R. Palmer, Tian Zheng:
Spectral Clustering for Directed Networks. COMPLEX NETWORKS (1) 2020: 87-99 - [c22]Lei Han, Tian Zheng, Lan Xu
, Lu Fang:
OccuSeg: Occupancy-Aware 3D Instance Segmentation. CVPR 2020: 2937-2946 - [i6]Lei Han, Tian Zheng, Lan Xu, Lu Fang:
OccuSeg: Occupancy-aware 3D Instance Segmentation. CoRR abs/2003.06537 (2020) - [i5]Owen G. Ward
, Zhen Huang, Andrew Davison, Tian Zheng:
Next Waves in Veridical Network Embedding. CoRR abs/2007.05385 (2020) - [i4]Guanhua Fang, Owen G. Ward
, Tian Zheng:
Online Community Detection for Event Streams on Networks. CoRR abs/2009.01742 (2020)
2010 – 2019
- 2019
- [j11]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): 9435-9443 (2019) - [c21]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: 154-165 - 2018
- [j10]Yuting Ma
, Yuejing Ding, Tian Zheng:
Feature subspace learning based on local point processes patterns. Stat. Anal. Data Min. 11(1): 32-50 (2018) - [c20]Swupnil Sahai, Timothy Jones, Sarah K. Cowan
, Tian Zheng:
Estimating Personal Network Size with Non-random Mixing via Latent Kernels. COMPLEX NETWORKS (1) 2018: 694-705 - [c19]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: 473-485 - 2017
- [j9]Yuting Ma, Tian Zheng:
Stabilized Sparse Online Learning for Sparse Data. J. Mach. Learn. Res. 18: 131:1-131:36 (2017) - [c18]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: 431-436 - [c17]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: 1626-1633 - [c16]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: 273-285 - [c15]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: 81-94 - 2016
- [j8]Yuting Ma, Tian Zheng:
Boosted sparse nonlinear distance metric learning. Stat. Anal. Data Min. 9(2): 117-134 (2016) - [c14]Ran He, Tian Zheng:
Estimating exponential random graph models using sampled network data via graphon. ASONAM 2016: 112-119 - [i3]Yuting Ma, Tian Zheng
:
Stabilized Sparse Online Learning for Sparse Data. CoRR abs/1604.06498 (2016) - 2015
- [j7]Ying Liu, Andrew Gelman, Tian Zheng:
Simulation-efficient shortest probability intervals. Stat. Comput. 25(4): 809-819 (2015) - [j6]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): 8:1-8:19 (2015) - [c13]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: 324-326 - [i2]Linda S. L. Tan, Aik Hui Chan, Tian Zheng
:
Latent quality models for document networks. CoRR abs/1502.07190 (2015) - [i1]Yuting Ma, Tian Zheng
:
Boosted Sparse Non-linear Distance Metric Learning. CoRR abs/1512.03396 (2015) - 2013
- [c12]Tian Zheng, Abdelkader El Kamel, EcoleCentrale de Lille, Shaoping Wang:
Node performance model of wireless sensor networks. ASCC 2013: 1-6 - [c11]Ran He, Tian Zheng:
Estimation of exponential random graph models for large social networks via graph limits. ASONAM 2013: 248-255 - 2012
- [j5]Haitian Wang
, Shaw-Hwa Lo, Tian Zheng, Inchi Hu
:
Interaction-based feature selection and classification for high-dimensional biological data. Bioinform. 28(21): 2834-2842 (2012) - 2011
- [p1]Tian Zheng
, Herman Chernoff, Inchi Hu, Iuliana Ionita-Laza, Shaw-Hwa Lo:
Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders. Handbook of Statistical Bioinformatics 2011: 87-107
2000 – 2009
- 2009
- [j4]Miquel Salicru
, Sergi Vives, Tian Zheng
:
Inferential Clustering Approach for Microarray Experiments with Replicated Measurements. IEEE ACM Trans. Comput. Biol. Bioinform. 6(4): 594-604 (2009) - 2008
- [j3]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: 10 (2008) - [j2]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): 407-418 (2008) - 2007
- [j1]Xiaobin Li, Tian Zheng:
Optimum cut-based clustering. Signal Process. 87(11): 2491-2502 (2007) - [c10]Jung Hoon Woo, Tian Zheng
, Ju Han Kim:
Identifying Genomic Regulators of Set-Wise Co-Expression. BIBE 2007: 433-439 - [c9]Tian Zheng:
Studying Co-Regulation and Inter-Regulation of Genes via eQTL Mapping. BIBE 2007: 1457 - [c8]Xin Yan, Tian Zheng:
Discriminant Analysis Using Multigene Expression Profiles in Classification of Breast Cancer. BIOCOMP 2007: 643-649 - 2006
- [c7]Jian Ji, Tian Zheng, Yanwei Ju:
A New Method for Compression of SAR Imagery Based on MARMA Model. ICNC (2) 2006: 770-773 - [c6]Jian Ji, Tian Zheng:
Speckle Reduction of Polarimetric SAR Images Based on Neural ICA. ICONIP (2) 2006: 387-393 - [c5]Jian Ji, Tian Zheng:
Robust ICA Neural Network and Application on Synthetic Aperture Radar (SAR) Image Analysis. ICONIP (2) 2006: 394-403 - [c4]Xiaobin Li, Tian Zheng:
Wavelet Energy Signature: Comparison and Analysis. ICONIP (2) 2006: 474-480 - [c3]Xian-Bin Wen, Hua Zhang, Tian Zheng:
A Multiscale Self-growing Probabilistic Decision-Based Neural Network for Segmentation of SAR Imagery. PRICAI 2006: 1166-1170 - 2005
- [c2]Haixia Xu, Tian Zheng, Fan Meng:
Segmentation of SAR Image Using Mixture Multiscale ARMA Network. ICNC (2) 2005: 371-375 - [c1]Tian Zheng, Zi Jin, Fang He, Ling Wei:
The Projection Pursuit Learning Network for Nonlinear Time Series Modeling and Forecasting. ISNN (2) 2005: 643-650
Coauthor Index
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