Zhi Geng

According to our database, Zhi Geng authored at least 65 papers between 2003 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

A comparative analysis of different adjustment sets using propensity score based estimators.

Shanshan Luo, Jiaqi Min, Wei Li, Xueli Wang, Zhi Geng

Comput. Stat. Data Anal., 2025

2024

Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables.

Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang

J. Mach. Learn. Res., 2024

Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables.

Zheng Li, Feng Xie, Yan Zeng, Zhi Geng

CoRR, 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

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments.

Feng Xie, Zhen Yao, Lin Xie, Yan Zeng, Zhi Geng

CoRR, 2024

Local Causal Structure Learning in the Presence of Latent Variables.

Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering.

Haoxuan Li, Chunyuan Zheng, Shuyi Wang, Kunhan Wu, Eric Hao Wang, Peng Wu, Zhi Geng, Xu Chen, Xiao-Hua Zhou

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Automating the Selection of Proxy Variables of Unmeasured Confounders.

Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Debiased Collaborative Filtering with Kernel-Based Causal Balancing.

Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference.

Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions.

Feng Xie, Yan Zeng, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang

Neurocomputing, March, 2023

Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy.

Zhi Geng, Gang Li

CoRR, 2023

Conditional counterfactual causal effect for individual attribution.

Ruiqi Zhao, Lei Zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach.

Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He, Peng Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Trustworthy Policy Learning under the Counterfactual No-Harm Criterion.

Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu

Proceedings of the International Conference on Machine Learning, 2023

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

Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models.

Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang

Entropy, 2022

A local method for identifying causal relations under Markov equivalence.

Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He

Artif. Intell., 2022

Identification of Linear Non-Gaussian Latent Hierarchical Structure.

Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang

Proceedings of the International Conference on Machine Learning, 2022

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

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 Local Method for Identifying Causal Relations under Markov Equivalence.

Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He

CoRR, 2021

2020

A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying.

Zhi Geng, Lihua Liu, Jutao Li, Fubo Liu, Qimao Zhang, Xiaojun Liu, Guangyou Fang

IEEE Trans. Ind. Electron., 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

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

Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects.

Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

2019

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

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

Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks.

Xiaolan Tang, Zhi Geng, Wenlong Chen

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2018

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

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

A Study on Chinese Vocabulary Learning Strategies of Second Language Learners.

Zhi Geng, Xiuchuan Lu

Proceedings of the Chinese Lexical Semantics - 18th Workshop, 2017

2016

Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint.

Peng Luo, Zhi Geng

ACM Trans. Intell. Syst. Technol., 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

Efficient Dynamic Integrity Verification for Big Data Supporting Users Revocability.

Xinpeng Zhang, Chunxiang Xu, Xiaojun Zhang, Taizong Gu, Zhi Geng, Guoping Liu

Inf., 2016

Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders.

Peng Luo, Zhi Geng

Comput. Stat. Data Anal., 2016

Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets.

Yango He, Zhi Geng

CoRR, 2016

2015

Sender- and Reciever-specific Blockmodels.

Zhi Geng, Krzysztof Nowicki

J. Soc. Struct., 2015

Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure.

Masahiro Kuroda, Zhi Geng, Michio Sakakihara

Comput. Stat., 2015

2014

Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach.

Changzhang Wang, You Zhou, Qiang Zhao, Zhi Geng

Comput. Stat. Data Anal., 2014

2013

Detection of Target Maneuver from Bearings-Only Measurements.

Yun Jun Zhang, Zhi Geng

IEEE Trans. Aerosp. Electron. Syst., 2013

MCMC using Markov bases for computing p-values in decomposable log-linear models.

Masahiro Kuroda, Hiroki Hashiguchi, Shigekazu Nakagawa, Zhi Geng

Comput. Stat., 2013

2012

On Delay Tomography: Fast Algorithms and Spatially Dependent Models.

Ke Deng, Yang Li, Weiping Zhu, Zhi Geng, Jun S. Liu

IEEE Trans. Signal Process., 2012

Matching of infrared and visible images.

Junshan Li, Lihui Sun, Shijie Zhang, Wei Yang, Rui Wang, Zhi Geng

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011

Simpson's Paradox.

Zhi Geng

Proceedings of the International Encyclopedia of Statistical Science, 2011

2010

Discover Local Causal Network around a Target to a Given Depth.

You Zhou, Changzhang Wang, Jianxin Yin, Zhi Geng

Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

Reverse Engineering of Asynchronous Boolean Networks.

Cheng Zheng, Zhi Geng

Proceedings of the Causality: Objectives and Assessment (NIPS 2008 Workshop), 2010

A Study on Pig Slaughter Traceability Solution Based on RFID.

Qingyao Luo, Benhai Xiong, Zhi Geng, Liang Yang, Jiayi Pan

Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010

2008

Partial orientation and local structural learning of causal networks for prediction.

Jianxin Yin, You Zhou, Changzhang Wang, Ping He, Cheng Zheng, Zhi Geng

Proceedings of the Causation and Prediction Challenge at WCCI 2008, 2008

A Recursive Method for Structural Learning of Directed Acyclic Graphs.

Xianchao Xie, Zhi Geng

J. Mach. Learn. Res., 2008

Acceleration of the EM algorithm using the vector epsilon algorithm.

Mingfeng Wang, Masahiro Kuroda, Michio Sakakihara, Zhi Geng

Comput. Stat., 2008

2007

Structural Learning About Independence Graphs from Multiple Databases.

Qiang Zhao, Hua Chen, Zhi Geng

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

A gradually locating method of indoor locating estimation based on likelihood.

Letian Ye, Zhihai Liu, Lingzhou Xue, Ping He, Zhi Geng

Proceedings of the 4th International Conference on Mobile Technology, 2007

Hidden Markov Models with Multiple Observers.

Hua Chen, Zhi Geng, Jinzhu Jia

Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2007

A Novel Real Time Method of Signal Strength Based Indoor Localization.

Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu

Proceedings of the Computational Science and Its Applications, 2007

2006

Decomposition of structural learning about directed acyclic graphs.

Xianchao Xie, Zhi Geng, Qiang Zhao

Artif. Intell., 2006

Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection.

Jinzhu Jia, Zhi Geng, Mingfeng Wang

Proceedings of the Structural, 2006

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

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005

A bottom-up inference of loss rate.

Weiping Zhu, Zhi Geng

Comput. Commun., 2005

Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine.

Ke Deng, Delin Liu, Shan Gao, Zhi Geng

Proceedings of the Fuzzy Systems and Knowledge Discovery, Second International Conference, 2005

Learning Causal Structures Based on Markov Equivalence Class.

Yang Bo He, Zhi Geng, Xun Liang

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

An Approach to Mining Local Causal Relationships from Databases.

Yang Bo He, Zhi Geng, Xun Liang

Proceedings of the Advanced Data Mining and Applications, First International Conference, 2005

2004

A Fast Method to Estimate Loss Rate.

Weiping Zhu, Zhi Geng

Proceedings of the Information Networking, 2004

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

Agent-based Model for Intelligent Shopping Assistant and its Application.

Xu-Bing Pan, Zhi Geng, Yang-Hong Wei

Proceedings of the Online Proceeding of the 13th International Conference on Artificial Reality and Telexistence, 2003