Deguang Kong

发表

Language Agnostic Multilingual Information Retrieval with Contrastive Learning

William Yang Wang, Zhiheng Huang, Peng Qi, 2022, ArXiv.

Multi-View Multi-Task Campaign Embedding for Cold-Start Conversion Rate Forecasting

Zijun Yao, Xiao Bai, H. Xiong, 2023, IEEE Transactions on Big Data.

Robust Consensus Clustering and its Applications for Advertising Forecasting

Jian Yang, K. Shmakov, Deguang Kong, 2022, ArXiv.

Robust Non-Negative Dictionary Learning

Chris H. Q. Ding, Bin Luo, Deguang Kong, 2014, AAAI.

Collective Kernel Construction in Noisy Environment

Chris H. Q. Ding, Miao Zhang, Deguang Kong, 2013, SDM.

Minimal Shrinkage for Noisy Data Recovery Using Schatten-p Norm Objective

Chris H. Q. Ding, Miao Zhang, Deguang Kong, 2013, ECML/PKDD.

Maximum Consistency Preferential Random Walks

Chris H. Q. Ding, Deguang Kong, C. Ding, 2012, ECML/PKDD.

Non-convex feature learning via l p, ∞ operator

Chris Ding, Deguang Kong, C. Ding, 2014, AAAI 2014.

An Iterative Locally Linear Embedding Algorithm

Feiping Nie, Chris H. Q. Ding, Heng Huang, 2012, ICML.

Uncorrelated Group LASSO

Bo Liu, Ji Liu, Deguang Kong, 2016, AAAI.

STREET: A Multi-Task Structured Reasoning and Explanation Benchmark

William Yang Wang, Zhiheng Huang, G. Karypis, 2023, ICLR.

Exploring Discriminatory Features for Automated Malware Classification

Guanhua Yan, Deguang Kong, Nathan Brown, 2013, DIMVA.

Discriminant malware distance learning on structural information for automated malware classification

Guanhua Yan, Deguang Kong, Guanhua Yan, 2013, SIGMETRICS.

Attention Convolutional Neural Network for Advertiser-level Click-through Rate Forecasting

Jian Yang, Deguang Kong, Hongchang Gao, 2018, WWW.

AUTOREB: Automatically Understanding the Review-to-Behavior Fidelity in Android Applications

Lei Cen, Hongxia Jin, Deguang Kong, 2015, CCS.

PUPPIES: Transformation-Supported Personalized Privacy Preserving Partial Image Sharing

Bin Liu, Hongxia Jin, George Kesidis, 2016, 2016 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN).

Privacy-CNH: A Framework to Detect Photo Privacy with Convolutional Neural Network using Hierarchical Features

Hongxia Jin, Ji Liu, Deguang Kong, 2016, AAAI.

Robust nonnegative matrix factorization using L21-norm

Chris H. Q. Ding, Heng Huang, Deguang Kong, 2011, CIKM '11.

Nonnegative matrix factorization using a robust error function

Chris H. Q. Ding, Deguang Kong, C. Ding, 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Unleash the Black Magic in Age: A Multi-Task Deep Neural Network Approach for Cross-Age Face Verification

Dawei Li, Xiaolong Wang, Jiayu Zhou, 2017, 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017).

Discriminant malware distance learning on structural information for automated malware classification

Guanhua Yan, Deguang Kong, 2013 .

Science Driven Innovations Powering Mobile Product: Cloud AI vs. Device AI Solutions on Smart Device pdf

Deguang Kong, Deguang Kong, 2017, ArXiv.

Pairwise-Covariance Linear Discriminant Analysis

Chris H. Q. Ding, Deguang Kong, C. Ding, 2014, AAAI.

Transductive malware label propagation: Find your lineage from your neighbors

Guanhua Yan, Deguang Kong, Guanhua Yan, 2014, IEEE INFOCOM 2014 - IEEE Conference on Computer Communications.

Multi-label ReliefF and F-statistic feature selections for image annotation

Chris H. Q. Ding, Heng Huang, Haifeng Zhao, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Malware Detection in Adversarial Settings: Exploiting Feature Evolutions and Confusions in Android Apps

Carl A. Gunter, Wei Yang, Deguang Kong, 2017, ACSAC.

Exclusive Feature Learning on Arbitrary Structures via \ell_{1, 2}-norm

Feiping Nie, Chris H. Q. Ding, Ji Liu, 2014, NIPS.

DeepRebirth: Accelerating Deep Neural Network Execution on Mobile Devices pdf

Dawei Li, Xiaolong Wang, Deguang Kong, 2017, AAAI.

Learning from Cross-Modal Behavior Dynamics with Graph-Regularized Neural Contextual Bandit

Xian Wu, Suleyman Cetintas, Nitesh Chawla, 2020, WWW.

Cauchy balanced nonnegative matrix factorization

F. Nie, Deguang Kong, He Xiong, 2023, Artificial Intelligence Review.

Elastic nonnegative matrix factorization

Deguang Kong, He Xiong, Deguang Kong, 2019, Pattern Recognit..

Efficient Algorithms for Selecting Features with Arbitrary Group Constraints via Group Lasso

Chris H. Q. Ding, Deguang Kong, C. Ding, 2013, 2013 IEEE 13th International Conference on Data Mining.

Protecting Your Children from Inappropriate Content in Mobile Apps: An Automatic Maturity Rating Framework

Hongxia Jin, Bin Liu, Deguang Kong, 2015, CIKM.

Mobile App Security Risk Assessment: A Crowdsourcing Ranking Approach from User Comments

Luo Si, Lei Cen, Hongxia Jin, 2015, SDM.

Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference

Lei Cen, Hongxia Jin, Deguang Kong, 2015, WSDM.