Zhi Geng

81 papers A* 14A 2B 2C 2Journal 46Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Six-Phase Electric-Drive-Reconfiguration System With Multiple Fault-Tolerant Operations for Electric Light Tactical Vehicle.
IEEE Trans. Ind. Electron.
Yang Xiao, Genglong Bu, Zhi Geng, Yidong Du, Kai Ni, Mingdi Fan, Yong Yang, José Rodríguez
2025 J jnl
A comparative analysis of different adjustment sets using propensity score based estimators.
Comput. Stat. Data Anal.
Shanshan Luo, Jiaqi Min, Wei Li, Xueli Wang, Zhi Geng
2025 A* conf
Causal Attribution Analysis for Continuous Outcomes.
ICML
Shanshan Luo, Yixuan Yu, Chunchen Liu, Feng Xie, Zhi Geng
2025 J jnl
Confounded Causal Imitation Learning with Instrumental Variables.
CoRR
Yan Zeng, Shenglan Nie, Feng Xie, Libo Huang, Peng Wu, Zhi Geng
2025 A* conf
Data-Driven Selection of Instrumental Variables for Additive Nonlinear, Constant Effects Models.
ICML
Xichen Guo, Feng Xie, Yan Zeng, Hao Zhang, Zhi Geng
2025 J jnl
Development and validation of an interpretable machine learning model for cerebral small vessel disease risk assessment.
Int. J. Medical Informatics
Tao Guo, Mengchen Wang, Changliang Wang, Dayong Gao, Ying Liu, Zhi Geng, Meng Fan, Huaiping Zhu, Lin Chen, Bensheng Qiu
2025 A* conf
Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness.
ICML
Haoxuan Li, Zeyu Tang, Zhichao Jiang, Zhuangyan Fang, Yue Liu, Zhi Geng, Kun Zhang
2025 A* conf
Local Identifying Causal Relations in the Presence of Latent Variables.
ICML
Zheng Li, Zeyu Liu, Feng Xie, Hao Zhang, Chunchen Liu, Zhi Geng
2025 J jnl
Multiply robust estimation of causal effects using linked data.
Comput. Stat. Data Anal.
Shanshan Luo, Yechi Zhang, Wei Li, Zhi Geng
2024 A* conf
A Local Method for Satisfying Interventional Fairness with Partially Known Causal Graphs.
NeurIPS
Haoxuan Li, Yue Liu, Zhi Geng, Kun Zhang
2024 A* conf
Automating the Selection of Proxy Variables of Unmeasured Confounders.
ICML
Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng
2024 J jnl
Automating the Selection of Proxy Variables of Unmeasured Confounders.
CoRR
Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng
2024 A* conf
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference.
ICLR
Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He
2024 J jnl
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference.
CoRR
Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He
2024 A* conf
Debiased Collaborative Filtering with Kernel-Based Causal Balancing.
ICLR
Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
2024 J jnl
Debiased Collaborative Filtering with Kernel-Based Causal Balancing.
CoRR
Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
2024 J jnl
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables.
J. Mach. Learn. Res.
Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang
2024 A* conf
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments.
NeurIPS
Feng Xie, Zhen Yao, Lin Xie, Yan Zeng, Zhi Geng
2024 J jnl
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments.
CoRR
Feng Xie, Zhen Yao, Lin Xie, Yan Zeng, Zhi Geng
2024 A* conf
Local Causal Structure Learning in the Presence of Latent Variables.
ICML
Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng
2024 J jnl
Local Causal Structure Learning in the Presence of Latent Variables.
CoRR
Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng
2024 J jnl
Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables.
CoRR
Zheng Li, Feng Xie, Yan Zeng, Zhi Geng
2024 J jnl
MRSL: a causal network pruning algorithm based on GWAS summary data.
Briefings Bioinform.
Lei Hou, Zhi Geng, Zhongshang Yuan, Xu Shi, Chuan Wang, Feng Chen, Hongkai Li, Fuzhong Xue
2024 A* conf
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering.
ICML
Haoxuan Li, Chunyuan Zheng, Shuyi Wang, Kunhan Wu, Eric Hao Wang, Peng Wu, Zhi Geng, Xu Chen, Xiao-Hua Zhou
2024 J jnl
Testability of Instrumental Variables in Additive Nonlinear, Non-Constant Effects Models.
CoRR
Xichen Guo, Zheng Li, Biwei Huang, Yan Zeng, Zhi Geng, Feng Xie
2023 J jnl
Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions.
Neurocomputing
Feng Xie, Yan Zeng, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
2023 A conf
Conditional counterfactual causal effect for individual attribution.
UAI
Ruiqi Zhao, Lei Zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He
2023 J jnl
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables.
CoRR
Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang
2023 A* conf
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach.
NeurIPS
Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He, Peng Wu
2023 J jnl
Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy.
CoRR
Zhi Geng, Gang Li
2023 A* conf
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion.
ICML
Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu
2022 J jnl
A Fault Detection Scheme in MTDC Systems Using a Superconducting Fault Current Limiter.
IEEE Syst. J.
Guangyang Zhou, Minxiao Han, Shaahin Filizadeh, Zhi Geng, Xiahui Zhang
2022 J jnl
A local method for identifying causal relations under Markov equivalence.
Artif. Intell.
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
2022 A* conf
Identification of Linear Non-Gaussian Latent Hierarchical Structure.
ICML
Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
2022 J jnl
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models.
Entropy
Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang
2021 J jnl
A Local Method for Identifying Causal Relations under Markov Equivalence.
CoRR
Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He
2021 J jnl
A Wide Range Unidirectional Isolated DC-DC Converter for Fuel Cell Electric Vehicles.
IEEE Trans. Ind. Electron.
Tianqi Hong, Zhi Geng, Kedao Qi, Xiaonan Zhao, Joseph Ambrosio, Dazhong Gu
2021 J jnl
Switching Signals Based Condition Monitoring for Submodule Capacitors in Modular Multilevel Converters.
IEEE Trans. Circuits Syst. II Express Briefs
Zhi Geng, Minxiao Han, Guangyang Zhou
2020 J jnl
A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying.
IEEE Trans. Ind. Electron.
Zhi Geng, Lihua Liu, Jutao Li, Fubo Liu, Qimao Zhang, Xiaojun Liu, Guangyou Fang
2020 A conf
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects.
UAI
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng
2020 J jnl
Fault Localization Strategy for Modular Multilevel Converters in Rectifier Mode Under Submodule Switch Open-Circuit Failure.
IEEE Trans. Circuits Syst.
Zhi Geng, Minxiao Han
2020 J jnl
Local Causal Network Learning for Finding Pairs of Total and Direct Effects.
J. Mach. Learn. Res.
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen Liu
2019 J jnl
Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths.
ACM Trans. Intell. Syst. Technol.
Yue Liu, Zheng Cai, Chunchen Liu, Zhi Geng
2018 J jnl
Modular Regenerative Emulation System for DC-DC Converters in Hybrid Fuel Cell Vehicle Applications.
IEEE Trans. Veh. Technol.
Zhi Geng, Tianqi Hong, Kedao Qi, Joseph Ambrosio, Dazhong Gu
2018 C conf
Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks.
CollaborateCom
Xiaolan Tang, Zhi Geng, Wenlong Chen
2017 J jnl
A Bipolar Half-Sine Current Inverter for Airship-Borne Electromagnetic (AEM) Surveying.
IEEE Trans. Ind. Electron.
Lihua Liu, Zongyang Shi, Kai Wu, Zhi Geng, Guangyou Fang
2017 — conf
A Study on Chinese Vocabulary Learning Strategies of Second Language Learners.
CLSW
Zhi Geng, Xiuchuan Lu
2017 J jnl
Data Dissemination Based on Fuzzy Logic and Network Coding in Vehicular Networks.
Wirel. Commun. Mob. Comput.
Xiaolan Tang, Zhi Geng, Wenlong Chen, Mojtaba Moharrer
2016 J jnl
Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint.
ACM Trans. Intell. Syst. Technol.
Peng Luo, Zhi Geng
2016 J jnl
Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets.
CoRR
Yango He, Zhi Geng
2016 J jnl
Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders.
Comput. Stat. Data Anal.
Peng Luo, Zhi Geng
2016 J jnl
Efficient Dynamic Integrity Verification for Big Data Supporting Users Revocability.
Inf.
Xinpeng Zhang, Chunxiang Xu, Xiaojun Zhang, Taizong Gu, Zhi Geng, Guoping Liu
2016 J jnl
Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes.
ACM Trans. Intell. Syst. Technol.
Hua Chen, Peng Ding, Zhi Geng, Xiao-Hua Zhou
2015 J jnl
Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure.
Comput. Stat.
Masahiro Kuroda, Zhi Geng, Michio Sakakihara
2015 J jnl
Sender- and Reciever-specific Blockmodels.
J. Soc. Struct.
Zhi Geng, Krzysztof Nowicki
2014 J jnl
Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach.
Comput. Stat. Data Anal.
Changzhang Wang, You Zhou, Qiang Zhao, Zhi Geng
2013 J jnl
Detection of Target Maneuver from Bearings-Only Measurements.
IEEE Trans. Aerosp. Electron. Syst.
Yun Jun Zhang, Zhi Geng
2013 J jnl
MCMC using Markov bases for computing p-values in decomposable log-linear models.
Comput. Stat.
Masahiro Kuroda, Hiroki Hashiguchi, Shigekazu Nakagawa, Zhi Geng
2012 — conf
Matching of infrared and visible images.
FSKD
Junshan Li, Lihui Sun, Shijie Zhang, Wei Yang, Rui Wang, Zhi Geng
2012 J jnl
On Delay Tomography: Fast Algorithms and Spatially Dependent Models.
IEEE Trans. Signal Process.
Ke Deng, Yang Li, Weiping Zhu, Zhi Geng, Jun S. Liu
2011 — ch.
Simpson's Paradox.
International Encyclopedia of Statistical Science
Zhi Geng
2010 — conf
A Study on Pig Slaughter Traceability Solution Based on RFID.
CCTA (3)
Qingyao Luo, Benhai Xiong, Zhi Geng, Liang Yang, Jiayi Pan
2010 — conf
Discover Local Causal Network around a Target to a Given Depth.
NIPS Causality: Objectives and Assessment
You Zhou, Changzhang Wang, Jianxin Yin, Zhi Geng
2010 — conf
Reverse Engineering of Asynchronous Boolean Networks.
NIPS Causality: Objectives and Assessment
Cheng Zheng, Zhi Geng
2008 J jnl
A Recursive Method for Structural Learning of Directed Acyclic Graphs.
J. Mach. Learn. Res.
Xianchao Xie, Zhi Geng
2008 J jnl
Acceleration of the EM algorithm using the vector epsilon algorithm.
Comput. Stat.
Mingfeng Wang, Masahiro Kuroda, Michio Sakakihara, Zhi Geng
2008 — conf
Partial orientation and local structural learning of causal networks for prediction.
WCCI Causation and Prediction Challenge
Jianxin Yin, You Zhou, Changzhang Wang, Ping He, Cheng Zheng, Zhi Geng
2007 — conf
A Novel Real Time Method of Signal Strength Based Indoor Localization.
ICCSA (1)
Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu
2007 — conf
A gradually locating method of indoor locating estimation based on likelihood.
Mobility Conference
Letian Ye, Zhihai Liu, Lingzhou Xue, Ping He, Zhi Geng
2007 — conf
Hidden Markov Models with Multiple Observers.
ICIC (2)
Hua Chen, Zhi Geng, Jinzhu Jia
2007 B conf
Structural Learning About Independence Graphs from Multiple Databases.
PAKDD
Qiang Zhao, Hua Chen, Zhi Geng
2006 — conf
Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine.
ISNN (2)
Mingfeng Wang, Zhi Geng, Miqu Wang, Feng Chen, Weijun Ding, Ming Liu
2006 J jnl
Decomposition of structural learning about directed acyclic graphs.
Artif. Intell.
Xianchao Xie, Zhi Geng, Qiang Zhao
2006 — conf
Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection.
SSPR/SPR
Jinzhu Jia, Zhi Geng, Mingfeng Wang
2005 J jnl
A bottom-up inference of loss rate.
Comput. Commun.
Weiping Zhu, Zhi Geng
2005 C conf
An Approach to Mining Local Causal Relationships from Databases.
ADMA
Yang Bo He, Zhi Geng, Xun Liang
2005 B conf
Learning Causal Structures Based on Markov Equivalence Class.
ALT
Yang Bo He, Zhi Geng, Xun Liang
2005 — conf
Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine.
FSKD (2)
Ke Deng, Delin Liu, Shan Gao, Zhi Geng
2004 — conf
A Fast Method to Estimate Loss Rate.
ICOIN
Weiping Zhu, Zhi Geng
2003 — conf
Agent-based Model for Intelligent Shopping Assistant and its Application.
ICAT
Xu-Bing Pan, Zhi Geng, Yang-Hong Wei
2003 J jnl
Bayesian method for learning graphical models with incompletely categorical data.
Comput. Stat. Data Anal.
Zhi Geng, Yang Bo He, Xue-Li Wang, Qiang Zhao