Debo Cheng - researchr alias

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Viewing Publication 1 - 47 from 47

2024

2023

An Enhanced Distributed Algorithm for Area Skyline Computation Based on Apache SparkChen Li 0027, Yang Cao, Ye Zhu, Jinli Zhang, Annisa, Debo Cheng, Huidong Tang, Shuai Jiang, Kenta Maruyama, Yasuhiko Morimoto. ksem 2023: 35-43 [doi]

SEM-FCNET: Semantic Feature Enhancement and Fully Convolutional Network Model for Remote Sensing Object DetectionJing Chen, Debo Cheng, Jiacheng Jiang, Zhongyi Yu, Shichao Zhang. icip 2023: 855-859 [doi]

Toward Unique and Unbiased Causal Effect Estimation From Data With Hidden VariablesDebo Cheng, Jiuyong Li, Lin Liu 0003, Kui Yu, Thuc Duy Le, Jixue Liu. tnn, 34(9):6108-6120, September 2023. [doi]

Learning Conditional Instrumental Variable Representation for Causal Effect EstimationDebo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu 0003, Thuc Duy Le, Jixue Liu. pkdd 2023: 525-540 [doi]

Local Search for Efficient Causal Effect EstimationDebo Cheng, Jiuyong Li, Lin Liu 0003, Jiji Zhang, Jixue Liu, Thuc Duy Le. tkde, 35(9):8823-8837, September 2023. [doi]

Causal Inference with Conditional Instruments Using Deep Generative ModelsDebo Cheng, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Thuc Duy Le. AAAI 2023: 7122-7130 [doi]

Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal InferenceDebo Cheng, Yang Xie, Ziqi Xu, Jiuyong Li, Lin Liu, Jixue Liu, Yinghao Zhang, Zaiwen Feng. icdm 2023: 51-60 [doi]

Multi-head Similarity Feature Representation and Filtration for Image-Text MatchingMengqi Jiang, Shichao Zhang, Debo Cheng, Leyuan Zhang, Guixian Zhang. adma 2023: 629-643 [doi]

A Reinforcement Learning-Based Approach for Continuous Knowledge Graph ConstructionJiao Luo, Yitao Zhang, Ying Wang, Wolfgang Mayer, Ningpei Ding, Xiaoxia Li, Yuan Quan, Debo Cheng, Hong-Yu Zhang, Zaiwen Feng. ksem 2023: 418-429 [doi]

LRAGAD: Local Information Recognition for Attribute Graph Anomaly DetectionPenghui Xi, Debo Cheng, Zhenyun Deng, Guixian Zhang, Shichao Zhang. ictai 2023: 997-1001 [doi]

A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect EstimationTingting Xu, Yinghao Zhang, Jiuyong Li, Lin Liu 0003, Ziqi Xu, Debo Cheng, Zaiwen Feng. wise 2023: 723-732 [doi]

Disentangled Representation for Causal Mediation AnalysisZiqi Xu, Debo Cheng, Jiuyong Li, Jixue Liu, Lin Liu, Ke Wang. AAAI 2023: 10666-10674 [doi]

Disentangled Representation with Causal Constraints for Counterfactual FairnessZiqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu 0003, Ke Wang. pakdd 2023: 471-482 [doi]

MC-Net: Multi-Scale Feature Fusion and Cross-Level Information Interaction Network for Traffic Sign DetectionZhongyi Yu, Debo Cheng, Wenzhen Zhang, Jing Chen, Shichao Zhang. ictai 2023: 841-848 [doi]

FPGNN: Fair path graph neural network for mitigating discriminationGuixian Zhang, Debo Cheng, Shichao Zhang. www, 26(5):3119-3136, September 2023. [doi]

FastAGEDs: Fast Approximate Graph Entity Dependency DiscoveryGuangtong Zhou, Selasi Kwashie, YiDi Zhang, Michael Bewong, Vincent Mwintieru Nofong, Junwei Hu, Debo Cheng, Keqing He, Shanmei Liu, Zaiwen Feng. wise 2023: 451-465 [doi]

2022

Sufficient dimension reduction for average causal effect estimationDebo Cheng, Jiuyong Li, Lin Liu 0003, Thuc Duy Le, Jixue Liu, Kui Yu. datamine, 36(3):1174-1196, 2022. [doi]

Ancestral Instrument Method for Causal Inference without Complete KnowledgeDebo Cheng, Jiuyong Li, Lin Liu, Jiji Zhang, Thuc Duy Le, Jixue Liu. IJCAI 2022: 4843-4849 [doi]

Dynamic Semantic Modeling of Structural Data SourcesHailong Chu, Weiming Wu, Wolfgang Mayer, Debo Cheng, Hong-Yu Zhang, Zaiwen Feng. hpcc 2022: 74-81 [doi]

Stable Causal Feature Selection based on Direct Causal Effect EstimationXiaojing Du, Qingfeng Chen, Debo Cheng, Qian Huang, Junyue Cao, Zhenyun Deng, Shichao Zhang. hpcc 2022: 1593-1600 [doi]

Information Augmentation for Few-shot Node ClassificationZongqian Wu, Peng Zhou, Guoqiu Wen, Yingying Wan, Junbo Ma, Debo Cheng, Xiaofeng Zhu 0001. IJCAI 2022: 3601-3607 [doi]

Assessing Classifier Fairness with Collider BiasZhenlong Xu, Ziqi Xu, Jixue Liu, Debo Cheng, Jiuyong Li, Lin Liu 0003, Ke Wang. pakdd 2022: 262-276 [doi]

Matching Using Sufficient Dimension Reduction for Heterogeneity Causal Effect EstimationHaoran Zhao, Yinghao Zhang, Debo Cheng, Chen Li 0027, Zaiwen Feng. hpcc 2022: 9-16 [doi]

2020

Causal Query in Observational Data with Hidden VariablesDebo Cheng, Jiuyong Li, Lin Liu 0003, Jixue Liu, Kui Yu, Thuc Duy Le. ecai 2020: 2551-2558 [doi]

2018

Sparse sample self-representation for subspace clusteringZhenyun Deng, Shichao Zhang, Lifeng Yang, Ming Zong, Debo Cheng. nca, 29(1):43-49, 2018. [doi]

Efficient subspace clustering based on self-representation and grouping effectShichao Zhang, Yonggang Li, Debo Cheng, Zhenyun Deng, Lifeng Yang. nca, 29(1):51-59, 2018. [doi]

Supervised feature selection algorithm via discriminative ridge regressionShichao Zhang, Debo Cheng, Rongyao Hu, Zhenyun Deng. www, 21(6):1545-1562, 2018. [doi]

k parameter computationShichao Zhang, Debo Cheng, Zhenyun Deng, Ming Zong, Xuelian Deng. prl, 109:44-54, 2018. [doi]

2017

Leverage triple relational structures via low-rank feature reduction for multi-output regressionShichao Zhang 0001, Lifeng Yang, Zhenyun Deng, Debo Cheng, Yonggang Li. mta, 76(16):17461-17477, 2017. [doi]

Feature selection by combining subspace learning with sparse representationDebo Cheng, Shichao Zhang 0001, Xingyi Liu, Ke Sun, Ming Zong. mms, 23(3):285-291, 2017. [doi]

Unsupervised feature selection for visual classification via feature-representation propertyWei He, Xiaofeng Zhu, Debo Cheng, Rongyao Hu, Shichao Zhang 0001. ijon, 236:5-13, 2017. [doi]

Low-rank unsupervised graph feature selection via feature self-representationWei He, Xiaofeng Zhu, Debo Cheng, Rongyao Hu, Shichao Zhang 0001. mta, 76(9):12149-12164, 2017. [doi]

Low-rank feature selection for multi-view regressionRongyao Hu, Debo Cheng, Wei He, Guoqiu Wen, Yonghua Zhu, Jilian Zhang, Shichao Zhang 0001. mta, 76(16):17479-17495, 2017. [doi]

Graph self-representation method for unsupervised feature selectionRongyao Hu, Xiaofeng Zhu, Debo Cheng, Wei He, Yan Yan, Jingkuan Song, Shichao Zhang. ijon, 220:130-137, 2017. [doi]

Self-representation dimensionality reduction for multi-model classificationRongyao Hu, Jie Cao, Debo Cheng, Wei He, Yonghua Zhu, Qing Xie 0002, Guoqiu Wen. ijon, 253:154-161, 2017. [doi]

Spectral clustering based on hypergraph and self-re-presentationYonggang Li, Shichao Zhang 0001, Debo Cheng, Wei He, Guoqiu Wen, Qing Xie 0002. mta, 76(16):17559-17576, 2017. [doi]

k for kNN ClassificationShichao Zhang, Xuelong Li, Ming Zong, Xiaofeng Zhu, Debo Cheng. tist, 8(3), 2017. [doi]

Double sparse-representation feature selection algorithm for classificationYonghua Zhu, Xuejun Zhang, Guoqiu Wen, Wei He, Debo Cheng. mta, 76(16):17525-17539, 2017. [doi]

2016

Efficient kNN classification algorithm for big dataZhenyun Deng, Xiaoshu Zhu, Debo Cheng, Ming Zong, Shichao Zhang. ijon, 195:143-148, 2016. [doi]

Self-representation nearest neighbor search for classificationShichao Zhang, Debo Cheng, Ming Zong, Lianli Gao. ijon, 195:137-142, 2016. [doi]

Graph feature selection for dementia diagnosisYonghua Zhu, Zhi Zhong, Wenfei Cao, Debo Cheng. ijon, 195:19-22, 2016. [doi]

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