Chao Lan

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 33

Top Topics

Matrix Factorization

Anomaly Detection

Demographic Data

Active Learning

Top Venues

Publications

Yiting Cao, Chao Lan
Fairness-Aware Active Learning for Decoupled Model. IJCNN (2022)
Zhen Wang, Madison Cooley, Yang Zhang, Chao Lan, Ji Zhang
Debiased Learning of Self-Labeled Twitter Data for User Demographic Prediction. Big Data (2022)
Yiting Cao, Chao Lan
A Model-Agnostic Randomized Learning Framework based on Random Hypothesis Subspace Sampling. ICML (2022)
Fei Wu, Xiao-Yuan Jing, Pengfei Wei, Chao Lan, Yimu Ji, Guo-Ping Jiang, Qinghua Huang
Semi-supervised multi-view graph convolutional networks with application to webpage classification. Inf. Sci. 591 (2022)
Yiting Cao, Chao Lan
Active approximately metric-fair learning. UAI (2022)
Sohaib Kiani, Sana Awan, Chao Lan, Fengjun Li, Bo Luo
Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency. CoRR (2021)
Sohaib Kiani, Sana Awan, Chao Lan, Fengjun Li, Bo Luo
Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency. ACSAC (2021)
Hongli Zhang, Haihua Xiao, Shulin Liu, Wenhui Jiao, Chao Lan, Zhongyuan Ren, Yuan Wei
A Relation B-cell Network used for data identification and fault diagnosis. Appl. Soft Comput. 113 (Part) (2021)
Zhan Li, Chao Lan, Zhao Hao, Jifeng Guo
Life prediction method of automobile electromagnetic relay based on dual self-attention one-dimensional convolutional neural network. Int. J. Model. Identif. Control. 38 (3/4) (2021)
Hongli Zhang, Zhongyuan Ren, Shaojie Xin, Shulin Liu, Chao Lan, Xin Sun
A scale-adaptive positive selection algorithm based on B-cell immune mechanisms for anomaly detection. Eng. Appl. Artif. Intell. 94 (2020)
Zhen Wang, Chao Lan
Towards a Hierarchical Bayesian Model of Multi-View Anomaly Detection. IJCAI (2020)
Yijun Liu, Chao Lan
Active Query of Private Demographic Data for Learning Fair Models. CIKM (2020)
Chao Lan, Hongli Zhang, Xin Sun, Zhongyuan Ren
An intelligent diagnostic method based on optimizing B-cell pool clonal selection classification algorithm. Turkish J. Electr. Eng. Comput. Sci. 28 (6) (2020)
Chao Lan, Sai Nivedita Chandrasekaran, Jun Huan
On the Unreported-Profile-is-Negative Assumption for Predictive Cheminformatics. IEEE ACM Trans. Comput. Biol. Bioinform. 17 (4) (2020)
Zhen Wang, Maohong Fan, Suresh Muknahallipatna, Chao Lan
Inductive Multi-view Semi-Supervised Anomaly Detection via Probabilistic Modeling. ICBK (2019)
Dheeraj Bhaskaruni, Hui Hu, Chao Lan
Improving Prediction Fairness via Model Ensemble. ICTAI (2019)
Austin Okray, Hui Hu, Chao Lan
Fair Kernel Regression via Fair Feature Embedding in Kernel Space. CoRR (2019)
Hui Hu, Yijun Liu, Zhen Wang, Chao Lan
A Distributed Fair Machine Learning Framework with Private Demographic Data Protection. CoRR (2019)
Zhen Wang, Suresh Muknahallipatna, Maohong Fan, Austin Okray, Chao Lan
Music Classification using an Improved CRNN with Multi-Directional Spatial Dependencies in Both Time and Frequency Dimensions. IJCNN (2019)
Hui Hu, Yijun Liu, Zhen Wang, Chao Lan
A Distributed Fair Machine Learning Framework with Private Demographic Data Protection. ICDM (2019)
Austin Okray, Hui Hu, Chao Lan
Fair Kernel Regression via Fair Feature Embedding in Kernel Space. ICTAI (2019)
Zhuo Li, Zhenlong Xiao, Chao Lan
Anomalous Sensor Detection Based on Nonlinear Graph Filter. GlobalSIP (2019)
Fei Wu, Xiao-Yuan Jing, Jun Zhou, Yi-mu Ji, Chao Lan, Qinghua Huang, Ruchuan Wang
Semi-supervised Multi-view Individual and Sharable Feature Learning for Webpage Classification. WWW (2019)
Dheeraj Bhaskaruni, Fiona Patricia Moss, Chao Lan
Estimating Prediction Qualities without Ground Truth: A Revisit of the Reverse Testing Framework. ICPR (2018)
Chao Lan, Jun Huan
Discriminatory Transfer. CoRR (2017)
Chao Lan, Yuhao Yang, Xiaoli Li, Bo Luo, Jun Huan
Learning Social Circles in Ego-Networks Based on Multi-View Network Structure. IEEE Trans. Knowl. Data Eng. 29 (8) (2017)
Chao Lan, Xiaoli Li, Yujie Deng, Joseph St. Amand, Jun Huan
A PAC bound for joint matrix completion based on Partially Collective Matrix Factorization. ICPR (2016)
Chao Lan, Yujie Deng, Xiaoli Li, Jun Huan
Co-regularized least square regression for multi-view multi-class classification. IJCNN (2016)
Chao Lan, Sai Nivedita Chandrasekaran, Jun Huan
Learning with Positive and Unknown Features. BIBM (2016)
Chao Lan, Yujie Deng, Jun Huan
A disagreement-based active matrix completion approach with provable guarantee. IJCNN (2016)
Chao Lan, Jianxin Wang, Jun Huan
Towards a Theoretical Understanding of Negative Transfer in Collective Matrix Factorization. UAI (2016)
Chao Lan, Xiaoli Li, Yujie Deng, Jun Huan
Partial Collective Matrix Factorization and its PAC Bound. ISAIM (2016)
Chao Lan, Sai Nivedita Chandrasekaran, Jun Huan
A distributed and privatized framework for drug-target interaction prediction. BIBM (2016)
Chao Lan, Jun Huan
Reducing the Unlabeled Sample Complexity of Semi-Supervised Multi-View Learning. KDD (2015)
Yuhao Yang, Chao Lan, Xiaoli Li, Bo Luo, Jun Huan
Automatic Social Circle Detection Using Multi-View Clustering. CIKM (2014)
Chao Lan, Yong Zhang, Chunxiao Xing, Chao Li
Continuous Temporal Top-k Query over Versioned Documents. WAIM (2014)
Pengfei Ma, Yanshen Yin, Chao Lan, Yong Zhang, Chunxiao Xing
A Distributed File System for Frequency Reading of Various File Sizes. IEEE WISA (2013)
Chaolemen Borjigin, Yong Zhang, Chunxiao Xing, Chao Lan, Jian Zhang
Dataspace and its application in digital libraries. Electron. Libr. 31 (6) (2013)
Chao Lan, Yong Zhang, Pengfei Ma, Chunxiao Xing
Evaluating and Optimizing the Storage Strategies for an Elastic Object Store. IEEE WISA (2013)
Chao Lan, Tianyu Meng, Yong Zhang, Chunxiao Xing
PuntTable: A Flexible Repository System for Digital Library. ICADL (2013)
Qian Liu, Chao Lan, Xiao-Yuan Jing, Shi-Qiang Gao, David Zhang, Jing-Yu Yang
Sparsity Preserving Embedding with Manifold Learning and Discriminant Analysis. IEICE Trans. Inf. Syst. (1) (2012)
Xiao-Yuan Jing, Chao Lan, David Zhang, Jing-Yu Yang, Min Li, Sheng Li, Songhao Zhu
Face feature extraction and recognition based on discriminant subclass-center manifold preserving projection. Pattern Recognit. Lett. 33 (6) (2012)
Xiao-Yuan Jing, Sheng Li, Wen-Qian Li, Yong-Fang Yao, Chao Lan, Jiasen Lu, Jing-Yu Yang
Palmprint and Face Multi-Modal Biometric Recognition Based on SDA-GSVD and Its Kernelization. Sensors 12 (5) (2012)
Xiao-Yuan Jing, Sheng Li, David Zhang, Chao Lan, Jingyu Yang
Optimal subset-division based discrimination and its kernelization for face and palmprint recognition. Pattern Recognit. 45 (10) (2012)
Chao Lan, Yong Zhang, Yang Gao, Chunxiao Xing
PuntStore: A Non-relational Database Based Architecture of Data Management in Digital Library. ICADL (2012)
Chao Lan, Xiao-Yuan Jing, David Zhang, Shi-Qiang Gao, Jingyu Yang
Discriminant subclass-center manifold preserving projection for face feature extraction. ICIP (2011)
Xiao-Yuan Jing, Sheng Li, Chao Lan, David Zhang, Jingyu Yang, Qian Liu
Color image canonical correlation analysis for face feature extraction and recognition. Signal Process. 91 (8) (2011)
Xiao-Yuan Jing, Chao Lan, Min Li, Yong-Fang Yao, David Zhang, Jingyu Yang
Class-imbalance learning based discriminant analysis. ACPR (2011)
Jiang-Yue Man, Xiao-Yuan Jing, David Zhang, Chao Lan
Sparse cost-sensitive classifier with application to face recognition. ICIP (2011)
Xiao-Yuan Jing, Qian Liu, Chao Lan, Jiang-Yue Man, Sheng Li, David Zhang
Holistic orthogonal analysis of discriminant transforms for color face recognition. ICIP (2010)