Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yonggang Wen

Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters


Sep 06, 2021
Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang

* This paper has been accepted by the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC21), Nov 14-19, 2021, St. Louis, USA 

  Access Paper or Ask Questions

Are Missing Links Predictable? An Inferential Benchmark for Knowledge Graph Completion


Aug 25, 2021
Yixin Cao, Xiang Ji, Xin Lv, Juanzi Li, Yonggang Wen, Hanwang Zhang

* 15 pages, 13 figures, ACL'2021 

  Access Paper or Ask Questions

Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification


Aug 14, 2021
Weiming Zhuang, Yonggang Wen, Shuai Zhang

* ACMMM'21 

  Access Paper or Ask Questions

Collaborative Unsupervised Visual Representation Learning from Decentralized Data


Aug 14, 2021
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang, Shuai Yi

* ICCV'21 

  Access Paper or Ask Questions

Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers


Aug 05, 2021
Wen Wang, Yang Cao, Jing Zhang, Fengxiang He, Zheng-Jun Zha, Yonggang Wen, Dacheng Tao

* Accepted by ACM MM2021. Source code is available at: https://github.com/encounter1997/SFA. Update acknowledgment 

  Access Paper or Ask Questions

ModelCI-e: Enabling Continual Learning in Deep Learning Serving Systems


Jun 06, 2021
Yizheng Huang, Huaizheng Zhang, Yonggang Wen, Peng Sun, Nguyen Binh Duong TA


  Access Paper or Ask Questions

ModelPS: An Interactive and Collaborative Platform for Editing Pre-trained Models at Scale


May 26, 2021
Yuanming Li, Huaizheng Zhang, Shanshan Jiang, Fan Yang, Yonggang Wen, Yong Luo

* 6 pages, 6 figures 

  Access Paper or Ask Questions

Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning


May 17, 2021
Weiming Zhuang, Xin Gan, Yonggang Wen, Xuesen Zhang, Shuai Zhang, Shuai Yi


  Access Paper or Ask Questions

EasyFL: A Low-code Federated Learning Platform For Dummies


May 17, 2021
Weiming Zhuang, Xin Gan, Yonggang Wen, Shuai Zhang


  Access Paper or Ask Questions

A Serverless Cloud-Fog Platform for DNN-Based Video Analytics with Incremental Learning


Feb 05, 2021
Huaizheng Zhang, Meng Shen, Yizheng Huang, Yonggang Wen, Yong Luo, Guanyu Gao, Kyle Guan

* 11 pages, 16 figures 

  Access Paper or Ask Questions

On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times


Jan 11, 2021
Yao Fu, Yipeng Zhou, Di Wu, Shui Yu, Yonggang Wen, Chao Li


  Access Paper or Ask Questions

Learning Relation Prototype from Unlabeled Texts for Long-tail Relation Extraction


Nov 27, 2020
Yixin Cao, Jun Kuang, Ming Gao, Aoying Zhou, Yonggang Wen, Tat-Seng Chua


  Access Paper or Ask Questions

Privacy-preserving Collaborative Learning with Automatic Transformation Search


Nov 25, 2020
Wei Gao, Shangwei Guo, Tianwei Zhang, Han Qiu, Yonggang Wen, Yang Liu

* 17 pages, 16 figures 

  Access Paper or Ask Questions

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking System


Nov 12, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

  Access Paper or Ask Questions

No more 996: Understanding Deep Learning Inference Serving with an Automatic Benchmarking system


Nov 04, 2020
Huaizheng Zhang, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 13 pages, 15 figures 

  Access Paper or Ask Questions

Performance Optimization for Federated Person Re-identification via Benchmark Analysis


Aug 26, 2020
Weiming Zhuang, Yonggang Wen, Xuesen Zhang, Xin Gan, Daiying Yin, Dongzhan Zhou, Shuai Zhang, Shuai Yi

* ACMMM'20 

  Access Paper or Ask Questions

Hysia: Serving DNN-Based Video-to-Retail Applications in Cloud


Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Qiming Ai, Yong Luo, Yonggang Wen, Yichao Jin, Nguyen Binh Duong Ta

* 4 pages, 4 figures 

  Access Paper or Ask Questions

MLModelCI: An Automatic Cloud Platform for Efficient MLaaS


Jun 09, 2020
Huaizheng Zhang, Yuanming Li, Yizheng Huang, Yonggang Wen, Jianxiong Yin, Kyle Guan

* 4 pages, 4 figures 

  Access Paper or Ask Questions

A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications


Jan 20, 2020
Jie Gui, Zhenan Sun, Yonggang Wen, Dacheng Tao, Jieping Ye


  Access Paper or Ask Questions

Look, Read and Feel: Benchmarking Ads Understanding with Multimodal Multitask Learning


Jan 03, 2020
Huaizheng Zhang, Yong Luo, Qiming Ai, Yonggang Wen

* 8 pages, 5 figures 

  Access Paper or Ask Questions

Soft-ranking Label Encoding for Robust Facial Age Estimation


Jun 09, 2019
Xusheng Zeng, Changxing Ding, Yonggang Wen, Dacheng Tao


  Access Paper or Ask Questions

Baconian: A Unified Opensource Framework for Model-Based Reinforcement Learning


Apr 23, 2019
Linsen Dong, Guanyu Gao, Yuanlong Li, Yonggang Wen


  Access Paper or Ask Questions

Large Margin Multi-modal Multi-task Feature Extraction for Image Classification


Apr 08, 2019
Yong Luo, Yonggang Wen, Dacheng Tao, Jie Gui, Chao Xu

* IEEE Transactions on Image Processing (Volume: 25, Issue: 1, Jan. 2016) 

  Access Paper or Ask Questions

Heterogeneous Multi-task Metric Learning across Multiple Domains


Apr 08, 2019
Yong Luo, Yonggang Wen, Dacheng Tao

* IEEE Transactions on Neural Networks and Learning Systems (Volume: 29, Issue: 9, Sept. 2018) 

  Access Paper or Ask Questions

Transferring Knowledge Fragments for Learning Distance Metric from A Heterogeneous Domain


Apr 08, 2019
Yong Luo, Yonggang Wen, Tongliang Liu, Dacheng Tao

* IEEE Transactions on Pattern Analysis and Machine Intelligence (Volume: 41, Issue: 4, April 1 2019) 

  Access Paper or Ask Questions

Multi-view Vector-valued Manifold Regularization for Multi-label Image Classification


Apr 08, 2019
Yong Luo, Dacheng Tao, Chang Xu, Chao Xu, Hong Liu, Yonggang Wen

* IEEE Transactions on Neural Networks and Learning Systems (Volume: 24, Issue: 5, May 2013) 

  Access Paper or Ask Questions