Agent-based Model for Intelligent Shopping Assistant and its Application. - Xu-Bing Pan; Zhi Geng; Yang-Hong Wei (ICAT, 2003)

Bayesian method for learning graphical models with incompletely categorical data. - Zhi Geng; Yang Bo He; Xue-Li Wang; Qiang Zhao (Comput. Stat. Data Anal., 2003)

A Fast Method to Estimate Loss Rate. - Weiping Zhu 001; Zhi Geng (ICOIN, 2004)

An Approach to Mining Local Causal Relationships from Databases. - Yang Bo He; Zhi Geng; Xun Liang 001 (ADMA, 2005)

Learning Causal Structures Based on Markov Equivalence Class. - Yang Bo He; Zhi Geng; Xun Liang 001 (ALT, 2005)

Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine. - Ke Deng; Delin Liu; Shan Gao; Zhi Geng (FSKD (2), 2005)

A bottom-up inference of loss rate. - Weiping Zhu 001; Zhi Geng (Comput. Commun., 2005)

Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine. - Mingfeng Wang; Zhi Geng; Miqu Wang; Feng Chen; Weijun Ding; Ming Liu (ISNN (2), 2006)

Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. - Jinzhu Jia; Zhi Geng; Mingfeng Wang (SSPR/SPR, 2006)

Decomposition of structural learning about directed acyclic graphs. - Xianchao Xie; Zhi Geng; Qiang Zhao (Artif. Intell., 2006)

A Novel Real Time Method of Signal Strength Based Indoor Localization. - Letian Ye; Zhi Geng; Lingzhou Xue; Zhihai Liu (ICCSA (1), 2007)

Hidden Markov Models with Multiple Observers. - Hua Chen; Zhi Geng; Jinzhu Jia (ICIC (2), 2007)

A gradually locating method of indoor locating estimation based on likelihood. - Letian Ye; Zhihai Liu; Lingzhou Xue; Ping He; Zhi Geng (Mobility Conference, 2007)

Structural Learning About Independence Graphs from Multiple Databases. - Qiang Zhao; Hua Chen; Zhi Geng (PAKDD, 2007)

Acceleration of the EM algorithm using the vector epsilon algorithm. - Mingfeng Wang; Masahiro Kuroda; Michio Sakakihara; Zhi Geng (Comput. Stat., 2008)

A Recursive Method for Structural Learning of Directed Acyclic Graphs. - Xianchao Xie; Zhi Geng (J. Mach. Learn. Res., 2008)

Partial orientation and local structural learning of causal networks for prediction. - Jianxin Yin; You Zhou 001; Changzhang Wang; Ping He; Cheng Zheng; Zhi Geng (WCCI Causation and Prediction Challenge, 2008)

A Study on Pig Slaughter Traceability Solution Based on RFID. - Qingyao Luo; Benhai Xiong; Zhi Geng; Liang Yang; Jiayi Pan 005 (CCTA (3), 2010)

Reverse Engineering of Asynchronous Boolean Networks. - Cheng Zheng; Zhi Geng (NIPS Causality: Objectives and Assessment, 2010)

Discover Local Causal Network around a Target to a Given Depth. - You Zhou 001; Changzhang Wang; Jianxin Yin; Zhi Geng (NIPS Causality: Objectives and Assessment, 2010)

Simpson's Paradox. - Zhi Geng (International Encyclopedia of Statistical Science, 2011)

Matching of infrared and visible images. - Junshan Li; Lihui Sun; Shijie Zhang; Wei Yang; Rui Wang; Zhi Geng (FSKD, 2012)

On Delay Tomography: Fast Algorithms and Spatially Dependent Models. - Ke Deng; Yang Li; Weiping Zhu 001; Zhi Geng; Jun S. Liu (IEEE Trans. Signal Process., 2012)

MCMC using Markov bases for computing p-values in decomposable log-linear models. - Masahiro Kuroda; Hiroki Hashiguchi; Shigekazu Nakagawa; Zhi Geng (Comput. Stat., 2013)

Detection of Target Maneuver from Bearings-Only Measurements. - Yun Jun Zhang; Zhi Geng (IEEE Trans. Aerosp. Electron. Syst., 2013)

Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach. - Changzhang Wang; You Zhou 001; Qiang Zhao; Zhi Geng (Comput. Stat. Data Anal., 2014)

Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure. - Masahiro Kuroda; Zhi Geng; Michio Sakakihara (Comput. Stat., 2015)

Sender- and Reciever-specific Blockmodels. - Zhi Geng; Krzysztof Nowicki 004 (J. Soc. Struct., 2015)

Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets. - Yango He; Zhi Geng (CoRR, 2016)

Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders. - Peng Luo; Zhi Geng (Comput. Stat. Data Anal., 2016)

Efficient Dynamic Integrity Verification for Big Data Supporting Users Revocability. - Xinpeng Zhang; Chunxiang Xu; Xiaojun Zhang; Taizong Gu; Zhi Geng; Guoping Liu (Inf., 2016)

Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes. - Hua Chen; Peng Ding; Zhi Geng; Xiao-Hua Zhou (ACM Trans. Intell. Syst. Technol., 2016)

Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint. - Peng Luo; Zhi Geng (ACM Trans. Intell. Syst. Technol., 2016)

A Study on Chinese Vocabulary Learning Strategies of Second Language Learners. - Zhi Geng; Xiuchuan Lu (CLSW, 2017)

A Bipolar Half-Sine Current Inverter for Airship-Borne Electromagnetic (AEM) Surveying. - Lihua Liu; Zongyang Shi; Kai Wu; Zhi Geng; Guangyou Fang (IEEE Trans. Ind. Electron., 2017)

Data Dissemination Based on Fuzzy Logic and Network Coding in Vehicular Networks. - Xiaolan Tang; Zhi Geng; Wenlong Chen; Mojtaba Moharrer (Wirel. Commun. Mob. Comput., 2017)

Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks. - Xiaolan Tang; Zhi Geng; Wenlong Chen (CollaborateCom, 2018)

Modular Regenerative Emulation System for DC-DC Converters in Hybrid Fuel Cell Vehicle Applications. - Zhi Geng; Tianqi Hong; Kedao Qi; Joseph Ambrosio; Dazhong Gu (IEEE Trans. Veh. Technol., 2018)

Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths. - Yue Liu; Zheng Cai; Chunchen Liu; Zhi Geng (ACM Trans. Intell. Syst. Technol., 2019)

Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. - Yue Liu; Zhuangyan Fang; Yangbo He; Zhi Geng (UAI, 2020)

Local Causal Network Learning for Finding Pairs of Total and Direct Effects. - Yue Liu; Zhuangyan Fang; Yangbo He; Zhi Geng; Chunchen Liu (J. Mach. Learn. Res., 2020)

Fault Localization Strategy for Modular Multilevel Converters in Rectifier Mode Under Submodule Switch Open-Circuit Failure. - Zhi Geng; Minxiao Han (IEEE Trans. Circuits Syst., 2020)

A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying. - Zhi Geng; Lihua Liu; Jutao Li; Fubo Liu; Qimao Zhang; Xiaojun Liu 004; Guangyou Fang (IEEE Trans. Ind. Electron., 2020)

A Local Method for Identifying Causal Relations under Markov Equivalence. - Zhuangyan Fang; Yue Liu; Zhi Geng; Yangbo He (CoRR, 2021)

Switching Signals Based Condition Monitoring for Submodule Capacitors in Modular Multilevel Converters. - Zhi Geng; Minxiao Han; Guangyang Zhou (IEEE Trans. Circuits Syst. II Express Briefs, 2021)

A Wide Range Unidirectional Isolated DC-DC Converter for Fuel Cell Electric Vehicles. - Tianqi Hong; Zhi Geng; Kedao Qi; Xiaonan Zhao; Joseph Ambrosio; Dazhong Gu (IEEE Trans. Ind. Electron., 2021)

Identification of Linear Non-Gaussian Latent Hierarchical Structure. - Feng Xie 002; Biwei Huang; Zhengming Chen; Yangbo He; Zhi Geng; Kun Zhang 001 (ICML, 2022)

A local method for identifying causal relations under Markov equivalence. - Zhuangyan Fang; Yue Liu; Zhi Geng; Shengyu Zhu 001; Yangbo He (Artif. Intell., 2022)

Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models. - Feng Xie 002; Yangbo He; Zhi Geng; Zhengming Chen; Ru Hou; Kun Zhang 001 (Entropy, 2022)

A Fault Detection Scheme in MTDC Systems Using a Superconducting Fault Current Limiter. - Guangyang Zhou; Minxiao Han; Shaahin Filizadeh; Zhi Geng; Xiahui Zhang (IEEE Syst. J., 2022)

Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. - Haoxuan Li 001; Chunyuan Zheng 001; Yixiao Cao; Zhi Geng; Yue Liu; Peng Wu 012 (ICML, 2023)

Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach. - Haoxuan Li 001; Kunhan Wu; Chunyuan Zheng 001; Yanghao Xiao; Hao Wang 049; Zhi Geng; Fuli Feng; Xiangnan He 001; Peng Wu 012 (NeurIPS, 2023)

Conditional counterfactual causal effect for individual attribution. - Ruiqi Zhao; Lei Zhang; Shengyu Zhu 001; Zitong Lu; Zhenhua Dong; Chaoliang Zhang; Jun Xu 001; Zhi Geng; Yangbo He (UAI, 2023)

Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy. - Zhi Geng; Gang Li (CoRR, 2023)

Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions. - Feng Xie 002; Yan Zeng 002; Zhengming Chen; Yangbo He; Zhi Geng; Kun Zhang 001 (Neurocomputing, 2023)

Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. - Haoxuan Li 001; Chunyuan Zheng 001; Sihao Ding 003; Peng Wu 012; Zhi Geng; Fuli Feng; Xiangnan He 001 (ICLR, 2024)

Debiased Collaborative Filtering with Kernel-Based Causal Balancing. - Haoxuan Li 001; Chunyuan Zheng 001; Yanghao Xiao; Peng Wu 012; Zhi Geng; Xu Chen 017; Peng Cui 001 (ICLR, 2024)

Automating the Selection of Proxy Variables of Unmeasured Confounders. - Feng Xie 002; Zhengming Chen; Shanshan Luo; Wang Miao; Ruichu Cai; Zhi Geng (ICML, 2024)

Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering. - Haoxuan Li 001; Chunyuan Zheng 001; Shuyi Wang; Kunhan Wu; Eric Hao Wang; Peng Wu 012; Zhi Geng; Xu Chen 017; Xiao-Hua Zhou (ICML, 2024)

Local Causal Structure Learning in the Presence of Latent Variables. - Feng Xie 002; Zheng Li; Peng Wu 012; Yan Zeng 002; Chunchen Liu; Zhi Geng (ICML, 2024)

A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs. - Haoxuan Li; Yue Liu; Zhi Geng; Kun Zhang (NeurIPS, 2024)

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments. - Feng Xie; Zhen Yao; Lin Xie; Yan Zeng; Zhi Geng (NeurIPS, 2024)

MRSL: a causal network pruning algorithm based on GWAS summary data. - Lei Hou; Zhi Geng; Zhongshang Yuan; Xu Shi; Chuan Wang; Feng Chen; Hongkai Li; Fuzhong Xue (Briefings Bioinform., 2024)

Testability of Instrumental Variables in Additive Nonlinear, Non-Constant Effects Models. - Xichen Guo; Zheng Li; Biwei Huang; Yan Zeng; Zhi Geng; Feng Xie (CoRR, 2024)

Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables. - Zheng Li; Feng Xie; Yan Zeng; Zhi Geng (CoRR, 2024)

Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables. - Feng Xie 002; Biwei Huang; Zhengming Chen; Ruichu Cai; Clark Glymour; Zhi Geng; Kun Zhang 001 (J. Mach. Learn. Res., 2024)

A comparative analysis of different adjustment sets using propensity score based estimators. - Shanshan Luo; Jiaqi Min; Wei Li 228; Xueli Wang; Zhi Geng (Comput. Stat. Data Anal., 2025)

Multiply robust estimation of causal effects using linked data. - Shanshan Luo; Yechi Zhang; Wei Li; Zhi Geng (Comput. Stat. Data Anal., 2025)

Development and validation of an interpretable machine learning model for cerebral small vessel disease risk assessment. - Tao Guo; Mengchen Wang; Changliang Wang; Dayong Gao; Ying Liu; Zhi Geng; Meng Fan; Huaiping Zhu; Lin Chen; Bensheng Qiu (Int. J. Medical Informatics, 2025)

Confounded Causal Imitation Learning with Instrumental Variables. - Yan Zeng 002; Shenglan Nie; Feng Xie 002; Libo Huang; Peng Wu 012; Zhi Geng (CoRR, 2025)