Xiaofan Zhang
University of Illinois at Urbana-Champaign
H-index: 19
North America-United States
Top articles of Xiaofan Zhang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Software/Hardware Co-design for LLM and Its Application for Design Verification | Lily Jiaxin Wan Yingbing Huang Yuhong Li Hanchen Ye Jinghua Wang | 2024/1/22 | |
HomeSGN: A Smarter Home with Novel Rule Mining Enabled by a Scorer-Generator GAN | Zehua Yuan Junhao Pan Xiaofan Zhang Deming Chen | 2024/1/22 | |
Augmenting Hessians with Inter-Layer Dependencies for Mixed-Precision Post-Training Quantization | arXiv preprint arXiv:2306.04879 | Clemens JS Schaefer Navid Lambert-Shirzad Xiaofan Zhang Chiachen Chou Tom Jablin | 2023/6/8 |
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems | Xiaofan Zhang Yao Chen Cong Hao Sitao Huang Yuhong Li | 2023/10/10 | |
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search | Qian Jiang Xiaofan Zhang Deming Chen Minh N Do Raymond A Yeh | 2023/7/28 | |
Efficient AI hardware acceleration | Xiaofan Zhang | 2022/10/21 | |
Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Xiaofan Zhang Yuan Ma Jinjun Xiong Wen-Mei W Hwu Volodymyr Kindratenko | 2021/6/29 |
Algorithm/Accelerator Co-Design and Co-Search for Edge AI | IEEE Transactions on Circuits and Systems II: Express Briefs | Xiaofan Zhang Yuhong Li Junhao Pan Deming Chen | 2022/5/30 |
AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models | arXiv preprint arXiv:2201.08539 | Xiaofan Zhang Zongwei Zhou Deming Chen Yu Emma Wang | 2022/1/21 |
Scaling Up Hardware Accelerator Verification using A-QED with Functional Decomposition | Saranyu Chattopadhyay Florian Lonsing Luca Piccolboni Deepraj Soni Peng Wei | 2021 | |
Exploring HW/SW Co-Optimizations for Accelerating Large-scale Texture Identification on Distributed GPUs | Junsong Wang Xiaofan Zhang Yubo Li Yonghua Lin | 2021/8/9 | |
Efficient Methods for Mapping Neural Machine Translator on FPGAs | IEEE Transactions on Parallel and Distributed Systems | Qin Li Xiaofan Zhang Jinjun Xiong Wen-mei Hwu Deming Chen | 2021/7 |
Being-ahead: Benchmarking and Exploring Accelerators for Hardware-Efficient AI Deployment | arXiv preprint arXiv:2104.02251 | Xiaofan Zhang Hanchen Ye Deming Chen | 2021/4/6 |
F-CAD: A Framework to Explore Hardware Accelerators for Codec Avatar Decoding | Xiaofan Zhang Dawei Wang Pierce Chuang Shugao Ma Deming Chen | 2021/3/8 | |
A-QED Verification of Hardware Accelerators | Eshan Singh Florian Lonsing Saranyu Chattopadhyay Maxwell Strange Peng Wei | 2020/7/20 | |
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices | Cong Hao Yao Chen Xiaofan Zhang Yuhong Li Jinjun Xiong | 2020/9/7 | |
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions | Yuhong Li Cong Hao Xiaofan Zhang Xinheng Liu Yao Chen | 2020/7/20 | |
HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation | Hanchen Ye Xiaofan Zhang Zhize Huang Gengsheng Chen Deming Chen | 2020/7/20 | |
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems | Xiaofan Zhang Haoming Lu Cong Hao Jiachen Li Bowen Cheng | 2020/3/2 | |
AutoDNNchip: An automated dnn chip predictor and builder for both FPGAs and ASICs | Pengfei Xu Xiaofan Zhang Cong Hao Yang Zhao Yongan Zhang | 2020/2/23 |
Co-Authors
