Xianwei Cheng

According to our database, Xianwei Cheng authored at least 11 papers between 2018 and 2023.

Collaborative distances:

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

2023

Output-Directed Dynamic Quantization for DNN Acceleration.

Beilei Jiang, Xianwei Cheng, Yuan Li, Jocelyn Zhang, Song Fu, Qing Yang, Mingxiong Liu, Alejandro Olvera

Proceedings of the 52nd International Conference on Parallel Processing, 2023

2022

MLCNN: Cross-Layer Cooperative Optimization and Accelerator Architecture for Speeding Up Deep Learning Applications.

Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Song Fu, Qing Yang, Mingxiong Liu

Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

2021

APCNN: Explore Multi-Layer Cooperation for CNN Optimization and Acceleration on FPGA.

Beilei Jiang, Xianwei Cheng, Sihai Tang, Xu Ma, Zhaochen Gu, Hui Zhao, Song Fu

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

2020

Alleviating Bottlenecks for DNN Execution on GPUs via Opportunistic Computing.

Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Saraju P. Mohanty, Beilei Jiang

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

AMOEBA: a coarse grained reconfigurable architecture for dynamic GPU scaling.

Xianwei Cheng, Hui Zhao, Mahmut T. Kandemir, Beilei Jiang, Gayatri Mehta

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

2019

Detection of Occluded Road Signs on Autonomous Driving Vehicles.

Jingda Guo, Xianwei Cheng, Qi Chen, Qing Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

Exploration of System Configuration in Effective Training of CNNs on GPGPUs.

Li Zhang, Xianwei Cheng, Hui Zhao, Saraju P. Mohanty, Juan Fang

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

Improving GPU NoC Power Efficiency through Dynamic Bandwidth Allocation.

Xianwei Cheng, Hui Zhao, Saraju P. Mohanty, Juan Fang

Proceedings of the IEEE International Conference on Consumer Electronics, 2019

A Low-Cost and Energy-Efficient NoC Architecture for GPGPUs.

Xianwei Cheng, Yang Zhao, Mohammadreza Robaei, Beilei Jiang, Hui Zhao, Juan Fang

Proceedings of the 2019 ACM/IEEE Symposium on Architectures for Networking and Communications Systems, 2019

2018

Designing Scalable Hybrid Wireless NoC for GPGPUs.

Hui Zhao, Xianwei Cheng, Saraju P. Mohanty, Juan Fang

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

Packet pump: overcoming network bottleneck in on-chip interconnects for GPGPUs.

Xianwei Cheng, Yang Zhao, Hui Zhao, Yuan Xie

Proceedings of the 55th Annual Design Automation Conference, 2018