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Zhi Geng
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2020 – today
- 2025
- [j30]Shanshan Luo, Jiaqi Min, Wei Li, Xueli Wang, Zhi Geng:
A comparative analysis of different adjustment sets using propensity score based estimators. Comput. Stat. Data Anal. 203: 108079 (2025) - 2024
- [j29]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. J. Mach. Learn. Res. 25: 191:1-191:61 (2024) - [c28]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 - [c27]Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui:
Debiased Collaborative Filtering with Kernel-Based Causal Balancing. ICLR 2024 - [c26]Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng:
Automating the Selection of Proxy Variables of Unmeasured Confounders. ICML 2024 - [c25]Haoxuan Li, Chunyuan Zheng, Shuyi Wang, Kunhan Wu, Eric Hao Wang, Peng Wu, Zhi Geng, Xu Chen, Xiao-Hua Zhou:
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering. ICML 2024 - [c24]Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng:
Local Causal Structure Learning in the Presence of Latent Variables. ICML 2024 - [i9]Haoxuan Li, Chunyuan Zheng, Yanghao Xiao, Peng Wu, Zhi Geng, Xu Chen, Peng Cui:
Debiased Collaborative Filtering with Kernel-Based Causal Balancing. CoRR abs/2404.19596 (2024) - [i8]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 abs/2404.19620 (2024) - [i7]Feng Xie, Zhengming Chen, Shanshan Luo, Wang Miao, Ruichu Cai, Zhi Geng:
Automating the Selection of Proxy Variables of Unmeasured Confounders. CoRR abs/2405.16130 (2024) - [i6]Feng Xie, Zheng Li, Peng Wu, Yan Zeng, Chunchen Liu, Zhi Geng:
Local Causal Structure Learning in the Presence of Latent Variables. CoRR abs/2405.16225 (2024) - [i5]Feng Xie, Zhen Yao, Lin Xie, Yan Zeng, Zhi Geng:
Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments. CoRR abs/2407.07933 (2024) - 2023
- [j28]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: 48-61 (2023) - [c23]Haoxuan Li, Chunyuan Zheng, Yixiao Cao, Zhi Geng, Yue Liu, Peng Wu:
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion. ICML 2023: 20575-20598 - [c22]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 - [c21]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: 2519-2528 - [i4]Zhi Geng, Gang Li:
Study on Virtual Gear Hobbing Simulation and Gear Tooth Surface Accuracy. CoRR abs/2307.06270 (2023) - [i3]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 abs/2308.06718 (2023) - 2022
- [j27]Zhuangyan Fang
A local method for identifying causal relations under Markov equivalence. Artif. Intell. 305: 103669 (2022) - [j26]Feng Xie
Testability of Instrumental Variables in Linear Non-Gaussian Acyclic Causal Models. Entropy 24(4): 512 (2022) - [j25]Guangyang Zhou
A Fault Detection Scheme in MTDC Systems Using a Superconducting Fault Current Limiter. IEEE Syst. J. 16(3): 3867-3877 (2022) - [c20]Feng Xie, Biwei Huang, Zhengming Chen, Yangbo He, Zhi Geng, Kun Zhang:
Identification of Linear Non-Gaussian Latent Hierarchical Structure. ICML 2022: 24370-24387 - 2021
- [j24]Zhi Geng
Switching Signals Based Condition Monitoring for Submodule Capacitors in Modular Multilevel Converters. IEEE Trans. Circuits Syst. II Express Briefs 68(6): 2017-2021 (2021) - [j23]Tianqi Hong
A Wide Range Unidirectional Isolated DC-DC Converter for Fuel Cell Electric Vehicles. IEEE Trans. Ind. Electron. 68(7): 5932-5943 (2021) - [i2]Zhuangyan Fang, Yue Liu, Zhi Geng, Yangbo He:
A Local Method for Identifying Causal Relations under Markov Equivalence. CoRR abs/2102.12685 (2021) - 2020
- [j22]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: 148:1-148:37 (2020) - [j21]Zhi Geng
Fault Localization Strategy for Modular Multilevel Converters in Rectifier Mode Under Submodule Switch Open-Circuit Failure. IEEE Trans. Circuits Syst. 67-II(12): 3222-3226 (2020) - [j20]Zhi Geng
A Constant-Current Transmission Converter for Semi-airborne Transient Electromagnetic Surveying. IEEE Trans. Ind. Electron. 67(1): 542-550 (2020) - [c19]Yue Liu, Zhuangyan Fang, Yangbo He, Zhi Geng:
Collapsible IDA: Collapsing Parental Sets for Locally Estimating Possible Causal Effects. UAI 2020: 290-299
2010 – 2019
- 2019
- [j19]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): 49:1-49:15 (2019) - 2018
- [j18]Zhi Geng
Modular Regenerative Emulation System for DC-DC Converters in Hybrid Fuel Cell Vehicle Applications. IEEE Trans. Veh. Technol. 67(10): 9233-9240 (2018) - [c18]Xiaolan Tang, Zhi Geng, Wenlong Chen:
Safety Message Propagation Using Vehicle-Infrastructure Cooperation in Urban Vehicular Networks. CollaborateCom 2018: 235-251 - 2017
- [j17]Lihua Liu
A Bipolar Half-Sine Current Inverter for Airship-Borne Electromagnetic (AEM) Surveying. IEEE Trans. Ind. Electron. 64(12): 9477-9486 (2017) - [j16]Xiaolan Tang
Data Dissemination Based on Fuzzy Logic and Network Coding in Vehicular Networks. Wirel. Commun. Mob. Comput. 2017 (2017) - [c17]Zhi Geng, Xiuchuan Lu
A Study on Chinese Vocabulary Learning Strategies of Second Language Learners. CLSW 2017: 428-433 - 2016
- [j15]Peng Luo, Zhi Geng:
Causal mediation analysis for survival outcome with unobserved mediator-outcome confounders. Comput. Stat. Data Anal. 93: 336-347 (2016) - [j14]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): 31 (2016) - [j13]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): 19:1-19:15 (2016) - [j12]Peng Luo, Zhi Geng:
Bounds on Direct and Indirect Effects of Treatment on a Continuous Endpoint. ACM Trans. Intell. Syst. Technol. 7(2): 20:1-20:18 (2016) - [i1]Yango He, Zhi Geng:
Causal Network Learning from Multiple Interventions of Unknown Manipulated Targets. CoRR abs/1610.08611 (2016) - 2015
- [j11]Masahiro Kuroda, Zhi Geng, Michio Sakakihara:
Improving the vector (ϵ) acceleration for the EM algorithm using a re-starting procedure. Comput. Stat. 30(4): 1051-1077 (2015) - [j10]Zhi Geng, Krzysztof Nowicki:
Sender- and Reciever-specific Blockmodels. J. Soc. Struct. 16(1): 5 (2015) - 2014
- [j9]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: 252-266 (2014) - 2013
- [j8]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): 831-850 (2013) - [j7]Yun Jun Zhang, Zhi Geng:
Detection of Target Maneuver from Bearings-Only Measurements. IEEE Trans. Aerosp. Electron. Syst. 49(3): 2028-2034 (2013) - 2012
- [j6]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): 5685-5697 (2012) - [c16]Junshan Li, Lihui Sun, Shijie Zhang, Wei Yang, Rui Wang, Zhi Geng:
Matching of infrared and visible images. FSKD 2012: 1848-1850 - 2011
- [r1]Zhi Geng:
Simpson's Paradox. International Encyclopedia of Statistical Science 2011: 1330-1332 - 2010
- [c15]Qingyao Luo, Benhai Xiong, Zhi Geng, Liang Yang, Jiayi Pan:
A Study on Pig Slaughter Traceability Solution Based on RFID. CCTA (3) 2010: 710-720 - [c14]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: 191-202 - [c13]Cheng Zheng, Zhi Geng:
Reverse Engineering of Asynchronous Boolean Networks. NIPS Causality: Objectives and Assessment 2010: 237-248
2000 – 2009
- 2008
- [j5]Mingfeng Wang, Masahiro Kuroda, Michio Sakakihara, Zhi Geng:
Acceleration of the EM algorithm using the vector epsilon algorithm. Comput. Stat. 23(3): 469-486 (2008) - [j4]Xianchao Xie, Zhi Geng:
A Recursive Method for Structural Learning of Directed Acyclic Graphs. J. Mach. Learn. Res. 9: 459-483 (2008) - [c12]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: 93-105 - 2007
- [c11]Letian Ye, Zhi Geng, Lingzhou Xue, Zhihai Liu:
A Novel Real Time Method of Signal Strength Based Indoor Localization. ICCSA (1) 2007: 678-688 - [c10]Hua Chen, Zhi Geng, Jinzhu Jia:
Hidden Markov Models with Multiple Observers. ICIC (2) 2007: 427-435 - [c9]Letian Ye, Zhihai Liu, Lingzhou Xue, Ping He, Zhi Geng:
A gradually locating method of indoor locating estimation based on likelihood. Mobility Conference 2007: 91-97 - [c8]Qiang Zhao, Hua Chen, Zhi Geng:
Structural Learning About Independence Graphs from Multiple Databases. PAKDD 2007: 1122-1130 - 2006
- [j3]Xianchao Xie, Zhi Geng, Qiang Zhao:
Decomposition of structural learning about directed acyclic graphs. Artif. Intell. 170(4-5): 422-439 (2006) - [c7]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: 777-785 - [c6]Jinzhu Jia, Zhi Geng, Mingfeng Wang:
Identifiability and Estimation of Probabilities from Multiple Databases with Incomplete Data and Sampling Selection. SSPR/SPR 2006: 792-798 - 2005
- [j2]Weiping Zhu, Zhi Geng:
A bottom-up inference of loss rate. Comput. Commun. 28(4): 351-365 (2005) - [c5]Yang Bo He, Zhi Geng, Xun Liang
An Approach to Mining Local Causal Relationships from Databases. ADMA 2005: 51-58 - [c4]Yang Bo He, Zhi Geng, Xun Liang
Learning Causal Structures Based on Markov Equivalence Class. ALT 2005: 92-106 - [c3]Ke Deng, Delin Liu, Shan Gao, Zhi Geng:
Structural Learning of Graphical Models and Its Applications to Traditional Chinese Medicine. FSKD (2) 2005: 362-367 - 2004
- [c2]Weiping Zhu, Zhi Geng:
A Fast Method to Estimate Loss Rate. ICOIN 2004: 473-482 - 2003
- [j1]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): 175-192 (2003) - [c1]Xu-Bing Pan, Zhi Geng, Yang-Hong Wei:
Agent-based Model for Intelligent Shopping Assistant and its Application. ICAT 2003
Coauthor Index
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