Yao Chen

According to our database, Yao Chen authored at least 46 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Winols: A Large-Tiling Sparse Winograd CNN Accelerator on FPGAs.

Kunpeng Xie, Ye Lu, Xinyu He, Dezhi Yi, Huijuan Dong, Yao Chen

ACM Trans. Archit. Code Optim., June, 2024

Aggressive Post-Training Compression on Extremely Large Language Models.

Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang

CoRR, 2024

Deep Feature Surgery: Towards Accurate and Efficient Multi-exit Networks.

Cheng Gong, Yao Chen, Qiuyang Luo, Ye Lu, Tao Li, Yuzhi Zhang, Yufei Sun, Le Zhang

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

HongTu: Scalable Full-Graph GNN Training on Multiple GPUs.

Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He

Proc. ACM Manag. Data, December, 2023

NIOT: A Novel Inference Optimization of Transformers on Modern CPUs.

Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang

IEEE Trans. Parallel Distributed Syst., June, 2023

LightRW: FPGA Accelerated Graph Dynamic Random Walks.

Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong

Proc. ACM Manag. Data, 2023

Cybersecurity for Modern Smart Grid Against Emerging Threats.

Daisuke Mashima, Yao Chen, Muhammad M. Roomi, Subhash Lakshminarayana, Deming Chen

Found. Trends Priv. Secur., 2023

HongTu: Scalable Full-Graph GNN Training on Multiple GPUs (via communication-optimized CPU data offloading).

Qiange Wang, Yao Chen, Weng-Fai Wong, Bingsheng He

CoRR, 2023

2022

ThunderGP: Resource-Efficient Graph Processing Framework on FPGAs with HLS.

Xinyu Chen, Feng Cheng, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen

ACM Trans. Reconfigurable Technol. Syst., 2022

HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation.

Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong, Deming Chen

CoRR, 2022

Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems.

Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen

CoRR, 2022

YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs.

Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

ReGraph: Scaling Graph Processing on HBM-enabled FPGAs with Heterogeneous Pipelines.

Xinyu Chen, Yao Chen, Feng Cheng, Hongshi Tan, Bingsheng He, Weng-Fai Wong

Proceedings of the 55th IEEE/ACM International Symposium on Microarchitecture, 2022

HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation.

Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems.

Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett

IEEE Trans. Smart Grid, 2021

VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization.

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

IEEE Trans. Computers, 2021

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

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

Trans. Assoc. Comput. Linguistics, 2021

Free Lunch for Co-Saliency Detection: Context Adjustment.

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

CoRR, 2021

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

Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao

CoRR, 2021

ThundeRiNG: generating multiple independent random number sequences on FPGAs.

Hongshi Tan, Xinyu Chen, Yao Chen, Bingsheng He, Weng-Fai Wong

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

3U-EdgeAI: Ultra-Low Memory Training, Ultra-Low Bitwidth Quantization, and Ultra-Low Latency Acceleration.

Yao Chen, Cole Hawkins, Kaiqi Zhang, Zheng Zhang, Cong Hao

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

ThunderGP: HLS-based Graph Processing Framework on FPGAs.

Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen

Proceedings of the FPGA '21: The 2021 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Virtual Event, USA, February 28, 2021

Skew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS.

Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

MELOPPR: Software/Hardware Co-design for Memory-efficient Low-latency Personalized PageRank.

Lixiang Li, Yao Chen, Zacharie Zirnheld, Pan Li, Cong Hao

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

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

Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy.

Yao Chen, Xin Long, Jiong He, Yuhang Chen, Hongshi Tan, Zhenxiang Zhang, Marianne Winslett, Deming Chen

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

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

Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen

Proceedings of the GLSVLSI '20: Great Lakes Symposium on VLSI 2020, 2020

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

Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

Is FPGA Useful for Hash Joins?

Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen

Proceedings of the 10th Conference on Innovative Data Systems Research, 2020

TAG : Type Auxiliary Guiding for Code Comment Generation.

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

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

Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-Mei W. Hwu, Deming Chen

CoRR, 2019

T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA.

Yao Chen, Kai Zhang, Cheng Gong, Cong Hao, Xiaofan Zhang, Tao Li, Deming Chen

Proceedings of the 2019 IEEE Computer Society Annual Symposium on VLSI, 2019

Pico-Ampere Voltage References for IoT Systems.

Huachao Xu, Jinlong Hu, Yao Chen, Guofeng Li, Chao Lu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

µL2Q: An Ultra-Low Loss Quantization Method for DNN Compression.

Cheng Gong, Tao Li, Ye Lu, Cong Hao, Xiaofan Zhang, Deming Chen, Yao Chen

Proceedings of the International Joint Conference on Neural Networks, 2019

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

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

Proceedings of the International Conference on Computer-Aided Design, 2019

On-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL-Based FPGAs.

Xinyu Chen, Ronak Bajaj, Yao Chen, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen

Proceedings of the 29th International Conference on Field Programmable Logic and Applications, 2019

Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs.

Yao Chen, Jiong He, Xiaofan Zhang, Cong Hao, Deming Chen

Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019

2018

A locality-aware shuffle optimization on fat-tree data centers.

Jihe Wang, Danghui Wang, Meikang Qiu, Yao Chen, Bing Guo

Future Gener. Comput. Syst., 2018

HaaS: Cloud-Based Real-Time Data Analytics with Heterogeneity-Aware Scheduling.

Jiong He, Yao Chen, Tom Z. J. Fu, Xin Long, Marianne Winslett, Liang You, Zhenjie Zhang

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

HASS: High Accuracy Spike Sorting with Wavelet Package Decomposition and Mutual Information.

Yao Chen, Libo Huang, Jiong He, Kunyao Zhao, Ruichu Cai, Zhifeng Hao

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2016

FCUDA-NoC: A Scalable and Efficient Network-on-Chip Implementation for the CUDA-to-FPGA Flow.

Yao Chen, Swathi T. Gurumani, Yun Liang, Guofeng Li, Donghui Guo, Kyle Rupnow, Deming Chen

IEEE Trans. Very Large Scale Integr. Syst., 2016

FCUDA-HB: Hierarchical and Scalable Bus Architecture Generation on FPGAs With the FCUDA Flow.

Ying Chen, Tan Nguyen, Yao Chen, Swathi T. Gurumani, Yun Liang, Kyle Rupnow, Jason Cong, Wen-mei W. Hwu, Deming Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

SoC, NoC and Hierarchical Bus Implementations of Applications on FPGAs Using the FCUDA Flow.

Tan Nguyen, Yao Chen, Kyle Rupnow, Swathi T. Gurumani, Deming Chen

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2016

High Level Synthesis of Complex Applications: An H.264 Video Decoder.

Xinheng Liu, Yao Chen, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen

Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2016

2015

System-level design solutions: Enabling the IoT explosion.

Liwei Yang, Yao Chen, Wei Zuo, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen

Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015

2014

Integrated CUDA-to-FPGA Synthesis with Network-on-Chip.

Swathi T. Gurumani, Jacob Tolar, Yao Chen, Yun Liang, Kyle Rupnow, Deming Chen

Proceedings of the 22nd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2014