Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2020

The Disruptions of 5G on Data-Driven Technologies and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

A network model of speaker identification with new feature extraction methods and asymmetric BLSTM.

[BibT_eX]

[DOI]

Neurocomputing, 2020

GraphCrop: Subgraph Cropping for Graph Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient Bitwidth Search for Practical Mixed Precision Neural Network.

[BibT_eX]

[DOI]

CoRR, 2020

TRACER: A Framework for Facilitating Accurate and Interpretable Analytics for High Stakes Applications.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

Progressive Supervision for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

NodeAug: Semi-Supervised Node Classification with Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Detecting Implementation Bugs in Graph Convolutional Network based Node Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Symposium on Software Reliability Engineering, 2020

Malware Detection by Exploiting Deep Learning over Binary Programs.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Understanding Architectures Learnt by Cell-based Neural Architecture Search.

[BibT_eX]

[DOI]

Yao Shu

Wei Wang

Shaofeng Cai

Proceedings of the 8th International Conference on Learning Representations, 2020

Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks.

[BibT_eX]

[DOI]

Yuhang Li

Xin Dong

Wei Wang

Proceedings of the 8th International Conference on Learning Representations, 2020

Provably Robust Node Classification via Low-Pass Message Passing.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Learning Effective Representations for Person-Job Fit by Feature Fusion.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Dynamic Malware Analysis with Feature Engineering and Feature Learning.

[BibT_eX]

[DOI]

Zhaoqi Zhang

Panpan Qi

Wei Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

One-Shot Image Classification by Learning to Restore Prototypes.

[BibT_eX]

[DOI]

Wanqi Xue

Wei Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

RTN: Reparameterized Ternary Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Time2Graph: Revisiting Time Series Modeling with Dynamic Shapelets.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A Distributed System for Large-scale n-gram Language Models at Tencent.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

5G: Agent for Further Digital Disruptive Transformations.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2019

Special Issue of APWeb-WAIM 2019.

[BibT_eX]

[DOI]

Data Sci. Eng., 2019

Additive Powers-of-Two Quantization: A Non-uniform Discretization for Neural Networks.

[BibT_eX]

[DOI]

Yuhang Li

Xin Dong

Wei Wang

CoRR, 2019

ISBNet: Instance-aware Selective Branching Network.

[BibT_eX]

[DOI]

CoRR, 2019

Effective and Efficient Dropout for Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2019

Efficient Memory Management for GPU-based Deep Learning Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Convolutional Neural Networks for Food Image Recognition: An Experimental Study.

[BibT_eX]

[DOI]

Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019

Deploying Hash Tables on Die-Stacked High Bandwidth Memory.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

Rafiki: Machine Learning as an Analytics Service System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Object-Level Representation Learning for Few-Shot Image Classification.

[BibT_eX]

[DOI]

CoRR, 2018

PANDA: Facilitating Usable AI Development.

[BibT_eX]

[DOI]

CoRR, 2018

Rafiki: Machine Learning as an Analytics Service System.

[BibT_eX]

[DOI]

CoRR, 2018

2017

Cross-Domain Image Retrieval with Attention Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Capturing Feature-Level Irregularity in Disease Progression Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Effective deep learning-based multi-modal retrieval.

[BibT_eX]

[DOI]

VLDB J., 2016

Deep Learning at Scale and at Ease.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2016

Database Meets Deep Learning: Challenges and Opportunities.

[BibT_eX]

[DOI]

SIGMOD Rec., 2016

Deep Learning At Scale and At Ease.

[BibT_eX]

[DOI]

CoRR, 2016

Cross-Modal Search on Social Networking Systems by Exploring Wikipedia Concepts.

[BibT_eX]

[DOI]

Wei Wang

Xiaoyan Yang

Shouxu Jiang

Proceedings of the Digital Libraries: Knowledge, Information, and Data in an Open Access Society, 2016

2015

SINGA: Putting Deep Learning in the Hands of Multimedia Users.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SINGA: A Distributed Deep Learning Platform.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

2014

Effective Multi-Modal Retrieval based on Stacked Auto-Encoders.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Cross-Media Hashing with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

2007

MSFSS: A Storage System for Mass Small Files.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

Wei Wang

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