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 Yao Chen

Inferential Wasserstein Generative Adversarial Networks


Sep 13, 2021
Yao Chen, Qingyi Gao, Xiao Wang


  Access Paper or Ask Questions

Free Lunch for Co-Saliency Detection: Context Adjustment


Aug 04, 2021
Lingdong Kong, Prakhar Ganesh, Tan Wang, Junhao Liu, Yao Chen, Le Zhang


  Access Paper or Ask Questions

WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs


Jul 09, 2021
Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen

* Published in the proceedings of ASAP 2021 

  Access Paper or Ask Questions

3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low BitwidthQuantization, and Ultra-Low Latency Acceleration


May 11, 2021
Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao

* 6 pages 

  Access Paper or Ask Questions

MöbiusE: Knowledge Graph Embedding on Möbius Ring


Jan 07, 2021
Yao Chen, Jiangang Liu, Zhe Zhang, Shiping Wen, Wenjun Xiong


  Access Paper or Ask Questions

Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices


Oct 15, 2020
Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-mei Hwu, Deming Chen

* GLSVLSI, September 7-9, 2020 

  Access Paper or Ask Questions

VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization


Jun 10, 2020
Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen

* 14 pages, 9 figures, Journal 

  Access Paper or Ask Questions

GPO: Global Plane Optimization for Fast and Accurate Monocular SLAM Initialization


May 24, 2020
Sicong Du, Hengkai Guo, Yao Chen, Yilun Lin, Xiangbing Meng, Linfu Wen, Fei-Yue Wang

* Revised some minor errors. Accepted by ICRA 2020 

  Access Paper or Ask Questions

TAG : Type Auxiliary Guiding for Code Comment Generation


May 06, 2020
Ruichu Cai, Zhihao Liang, Boyan Xu, Zijian Li, Yuexing Hao, Yao Chen

* ACL 2020, Accepted 

  Access Paper or Ask Questions

EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions


May 06, 2020
Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei Hwu, Deming Chen

* Accepted by Design Automation Conference (DAC'2020) 

  Access Paper or Ask Questions

Compressing Large-Scale Transformer-Based Models: A Case Study on BERT


Feb 27, 2020
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov


  Access Paper or Ask Questions

NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving


Nov 18, 2019
Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-mei Hwu, Junli Gu, Deming Chen

* 8 pages, ICCAD 2019 

  Access Paper or Ask Questions

A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices


May 20, 2019
Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-mei Hwu, Deming Chen

* Accepted by the ICML 2019 Workshop on On-Device Machine Learning & Compact Deep Neural Network Representations (ODML-CDNNR) 

  Access Paper or Ask Questions

Data Poisoning Attack against Unsupervised Node Embedding Methods


Nov 01, 2018
Mingjie Sun, Jian Tang, Huichen Li, Bo Li, Chaowei Xiao, Yao Chen, Dawn Song


  Access Paper or Ask Questions

Local Region Sparse Learning for Image-on-Scalar Regression


May 27, 2016
Yao Chen, Xiao Wang, Linglong Kong, Hongtu Zhu


  Access Paper or Ask Questions