Zhi Geng

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 35

Top Topics

Causal Structure

Structure Learning

Fault Detection

Latent Variables

Top Venues

IEEE Trans. Ind. Electron.

ACM Trans. Intell. Syst. Technol.

Publications

Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. CoRR (2024)
Feng Xie, Zhen Yao, Lin Xie, Yan Zeng, Zhi Geng
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments. CoRR (2024)
Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
Debiased Collaborative Filtering with Kernel-Based Causal Balancing. CoRR (2024)
Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng
Local Causal Structure Learning in the Presence of Latent Variables. CoRR (2024)
Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng
Automating the Selection of Proxy Variables of Unmeasured Confounders. CoRR (2024)
Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui
Debiased Collaborative Filtering with Kernel-Based Causal Balancing. ICLR (2024)
Haoxuan Li, Chunyuan Zheng, Sihao Ding, Peng Wu, Zhi Geng, Fuli Feng, Xiangnan He
Be Aware of the Neighborhood Effect: Modeling Selection Bias under Interference. ICLR (2024)
Feng Xie, Biwei Huang, Zhengming Chen, Ruichu Cai, Clark Glymour, Zhi Geng, Kun Zhang
Generalized Independent Noise Condition for Estimating Causal Structure with Latent Variables. CoRR (2023)
Feng Xie, Yan Zeng, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
Causal discovery of 1-factor measurement models in linear latent variable models with arbitrary noise distributions. Neurocomputing 526 (2023)
Zhi Geng, Gang Li
Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy. CoRR (2023)
Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. ICML (2023)
Ruiqi Zhao, Lei Zhang, Shengyu Zhu, Zitong Lu, Zhenhua Dong, Chaoliang Zhang, Jun Xu, Zhi Geng, Yangbo He
Conditional counterfactual causal effect for individual attribution. UAI (2023)
Haoxuan Li, Kunhan Wu, Chunyuan Zheng, Yanghao Xiao, Hao Wang, Zhi Geng, Fuli Feng, Xiangnan He, Peng Wu
Removing Hidden Confounding in Recommendation: A Unified Multi-Task Learning Approach. NeurIPS (2023)
Zhuangyan Fang, Yue Liu, Zhi Geng, Shengyu Zhu, Yangbo He
A local method for identifying causal relations under Markov equivalence. Artif. Intell. 305 (2022)
Feng Xie, Yangbo He, Zhi Geng, Zhengming Chen, Ru Hou, Kun Zhang
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models. Entropy 24 (4) (2022)
Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang
Identification of Linear Non-Gaussian Latent Hierarchical Structure. ICML (2022)
Guangyang Zhou, Minxiao Han, Shaahin Filizadeh, Zhi Geng, Xiahui Zhang
A Fault Detection Scheme in MTDC Systems Using a Superconducting Fault Current Limiter. IEEE Syst. J. 16 (3) (2022)
Zhi Geng, Minxiao Han, Guangyang Zhou
Switching Signals Based Condition Monitoring for Submodule Capacitors in Modular Multilevel Converters. IEEE Trans. Circuits Syst. II Express Briefs 68 (6) (2021)
Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He
A Local Method for Identifying Causal Relations under Markov Equivalence. CoRR (2021)
Tianqi Hong, Zhi Geng, Kedao Qi, Xiaonan Zhao, Joseph Ambrosio, Dazhong Gu
A Wide Range Unidirectional Isolated DC-DC Converter for Fuel Cell Electric Vehicles. IEEE Trans. Ind. Electron. 68 (7) (2021)
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. UAI (2020)
Zhi Geng, Minxiao Han
Fault Localization Strategy for Modular Multilevel Converters in Rectifier Mode Under Submodule Switch Open-Circuit Failure. IEEE Trans. Circuits Syst. (12) (2020)
Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng, Chunchen Liu
Local Causal Network Learning for Finding Pairs of Total and Direct Effects. J. Mach. Learn. Res. 21 (2020)
Zhi Geng, Lihua Liu, Jutao Li, Fubo Liu, Qimao Zhang, Xiaojun Liu, Guangyou Fang
A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying. IEEE Trans. Ind. Electron. 67 (1) (2020)
Yue Liu, Zheng Cai, Chunchen Liu, Zhi Geng
Local Learning Approaches for Finding Effects of a Specified Cause and Their Causal Paths. ACM Trans. Intell. Syst. Technol. 10 (5) (2019)
Xiaolan Tang, Zhi Geng, Wenlong Chen
Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks. CollaborateCom (2018)
Zhi Geng, Tianqi Hong, Kedao Qi, Joseph Ambrosio, Dazhong Gu
Modular Regenerative Emulation System for DC-DC Converters in Hybrid Fuel Cell Vehicle Applications. IEEE Trans. Veh. Technol. 67 (10) (2018)
Xiaolan Tang, Zhi Geng, Wenlong Chen, Mojtaba Moharrer
Data Dissemination Based on Fuzzy Logic and Network Coding in Vehicular Networks. Wirel. Commun. Mob. Comput. 2017 (2017)
Zhi Geng, Xiuchuan Lu
A Study on Chinese Vocabulary Learning Strategies of Second Language Learners. CLSW (2017)
Lihua Liu, Zongyang Shi, Kai Wu, Zhi Geng, Guangyou Fang
A Bipolar Half-Sine Current Inverter for Airship-Borne Electromagnetic (AEM) Surveying. IEEE Trans. Ind. Electron. 64 (12) (2017)
Hua Chen, Peng Ding, Zhi Geng, Xiao-Hua Zhou
Semiparametric Inference of the Complier Average Causal Effect with Nonignorable Missing Outcomes. ACM Trans. Intell. Syst. Technol. 7 (2) (2016)
Yango He, Zhi Geng
Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets. CoRR (2016)
Xinpeng Zhang, Chunxiang Xu, Xiaojun Zhang, Taizong Gu, Zhi Geng, Guoping Liu
Efficient Dynamic Integrity Verification for Big Data Supporting Users Revocability. Inf. 7 (2) (2016)
Peng Luo, Zhi Geng
Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint. ACM Trans. Intell. Syst. Technol. 7 (2) (2016)
Peng Luo, Zhi Geng
Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders. Comput. Stat. Data Anal. 93 (2016)
Zhi Geng, Krzysztof Nowicki
Sender- and Reciever-specific Blockmodels. J. Soc. Struct. 16 (1) (2015)
Masahiro Kuroda, Zhi Geng, Michio Sakakihara
Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure. Comput. Stat. 30 (4) (2015)
Changzhang Wang, You Zhou, Qiang Zhao, Zhi Geng
Discovering and orienting the edges connected to a target variable in a DAG via a sequential local learning approach. Comput. Stat. Data Anal. 77 (2014)
Yun Jun Zhang, Zhi Geng
Detection of Target Maneuver from Bearings-Only Measurements. IEEE Trans. Aerosp. Electron. Syst. 49 (3) (2013)
Masahiro Kuroda, Hiroki Hashiguchi, Shigekazu Nakagawa, Zhi Geng
MCMC using Markov bases for computing p-values in decomposable log-linear models. Comput. Stat. 28 (2) (2013)
Ke Deng, Yang Li, Weiping Zhu, Zhi Geng, Jun S. Liu
On Delay Tomography: Fast Algorithms and Spatially Dependent Models. IEEE Trans. Signal Process. 60 (11) (2012)
Junshan Li, Lihui Sun, Shijie Zhang, Wei Yang, Rui Wang, Zhi Geng
Matching of infrared and visible images. FSKD (2012)
Qingyao Luo, Benhai Xiong, Zhi Geng, Liang Yang, Jiayi Pan
A Study on Pig Slaughter Traceability Solution Based on RFID. CCTA (3) (2010)
You Zhou, Changzhang Wang, Jianxin Yin, Zhi Geng
Discover Local Causal Network around a Target to a Given Depth. NIPS Causality: Objectives and Assessment (2010)
Cheng Zheng, Zhi Geng
Reverse Engineering of Asynchronous Boolean Networks. NIPS Causality: Objectives and Assessment (2010)
Mingfeng Wang, Masahiro Kuroda, Michio Sakakihara, Zhi Geng
Acceleration of the EM algorithm using the vector epsilon algorithm. Comput. Stat. 23 (3) (2008)
Jianxin Yin, You Zhou, Changzhang Wang, Ping He, Cheng Zheng, Zhi Geng
Partial orientation and local structural learning of causal networks for prediction. WCCI Causation and Prediction Challenge (2008)
Xianchao Xie, Zhi Geng
A Recursive Method for Structural Learning of Directed Acyclic Graphs. J. Mach. Learn. Res. 9 (2008)
Qiang Zhao, Hua Chen, Zhi Geng
Structural Learning About Independence Graphs from Multiple Databases. PAKDD (2007)
Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu
A Novel Real Time Method of Signal Strength Based Indoor Localization. ICCSA (1) (2007)
Hua Chen, Zhi Geng, Jinzhu Jia
Hidden Markov Models with Multiple Observers. ICIC (2) (2007)
Letian Ye, Zhihai Liu, Lingzhou Xue, Ping He, Zhi Geng
A gradually locating method of indoor locating estimation based on likelihood. Mobility Conference (2007)
Jinzhu Jia, Zhi Geng, Mingfeng Wang
Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. SSPR/SPR (2006)
Mingfeng Wang, Zhi Geng, Miqu Wang, Feng Chen, Weijun Ding, Ming Liu
Combination of Network Construction and Cluster Analysis and Its Application to Traditional Chinese Medicine. ISNN (2) (2006)
Xianchao Xie, Zhi Geng, Qiang Zhao
Decomposition of structural learning about directed acyclic graphs. Artif. Intell. 170 (4-5) (2006)
Yang Bo He, Zhi Geng, Xun Liang
Learning Causal Structures Based on Markov Equivalence Class. ALT (2005)
Weiping Zhu, Zhi Geng
A bottom-up inference of loss rate. Comput. Commun. 28 (4) (2005)
Ke Deng, Delin Liu, Shan Gao, Zhi Geng
Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine. FSKD (2) (2005)
Yang Bo He, Zhi Geng, Xun Liang
An Approach to Mining Local Causal Relationships from Databases. ADMA (2005)
Weiping Zhu, Zhi Geng
A Fast Method to Estimate Loss Rate. ICOIN (2004)
Zhi Geng, Yang Bo He, Xue-Li Wang, Qiang Zhao
Bayesian method for learning graphical models with incompletely categorical data. Comput. Stat. Data Anal. 44 (1-2) (2003)
Xu-Bing Pan, Zhi Geng, Yang-Hong Wei
Agent-based Model for Intelligent Shopping Assistant and its Application. ICAT (2003)