Jingtong Hu
University of Pittsburgh
H-index: 35
North America-United States
Top articles of Jingtong Hu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Data-center Level Carbon Modeling and Optimization for Deep Learning Inference | arXiv preprint arXiv:2403.04976 | Shixin Ji Zhuoping Yang Xingzhen Chen Jingtong Hu Yiyu Shi | 2024/3/8 |
EdgeOL: Efficient in-situ Online Learning on Edge Devices | arXiv preprint arXiv:2401.16694 | Sheng Li Geng Yuan Yawen Wu Yue Dai Chao Wu | 2024/1/30 |
STDF: Spatio-Temporal Deformable Fusion for Video Quality Enhancement on Embedded Platforms | ACM Transactions on Embedded Computing Systems | Jianing Deng Shunjie Dong Lvcheng Chen Jingtong Hu Cheng Zhuo | 2024 |
Personalized Meta-Federated Learning for IoT-Enabled Health Monitoring | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Zhenge Jia Tianren Zhou Zheyu Yan Jingtong Hu Yiyu Shi | 2024/4/15 |
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration | Jinming Zhuang Zhuoping Yang Shixin Ji Heng Huang Alex K Jones | 2024/4/1 | |
Self-supervised On-device Federated Learning from Unlabeled Streams | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Jiahe Shi Yawen Wu Dewen Zeng Jun Tao Jingtong Hu | 2023/5/17 |
Efficient Hardware and Software Design for On-device Learning | Yawen Wu Yue Tang Dewen Zeng Xinyi Zhang Peipei Zhou | 2023/10/10 | |
Bitrackgan: Cascaded cyclegans to constraint face aging | arXiv preprint arXiv:2304.11313 | Tsung-Han Kuo Zhenge Jia Tei-Wei Kuo Jingtong Hu | 2023/4/22 |
Hardware–Software Co-design of Deep Neural Architectures: From FPGAs and ASICs to Computing-in-Memories | Zheyu Yan Qing Lu Weiwen Jiang Lei Yang X Sharon Hu | 2023/10/10 | |
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture | Jinming Zhuang Jason Lau Hanchen Ye Zhuoping Yang Yubo Du | 2023/2/12 | |
Muffin: A framework toward multi-dimension ai fairness by uniting off-the-shelf models | Yi Sheng Junhuan Yang Lei Yang Yiyu Shi Jingtong Hu | 2023/7/9 | |
Quantization through search: A novel scheme to quantize convolutional neural networks in finite weight space | Qing Lu Weiwen Jiang Xiaowei Xu Jingtong Hu Yiyu Shi | 2023/1/16 | |
The importance of resource awareness in artificial intelligence for healthcare | Zhenge Jia Jianxu Chen Xiaowei Xu John Kheir Jingtong Hu | 2023/7 | |
REFRESH FPGAs: Sustainable FPGA Chiplet Architectures | arXiv preprint arXiv:2312.02991 | Peipei Zhou Jinming Zhuang Stephen Cahoon Yue Tang Zhuoping Yang | 2023/11/28 |
Synthetic data can also teach: Synthesizing effective data for unsupervised visual representation learning | Proceedings of the AAAI Conference on Artificial Intelligence | Yawen Wu Zhepeng Wang Dewen Zeng Yiyu Shi Jingtong Hu | 2023/6/26 |
Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis | arXiv preprint arXiv:2311.12275 | Ruiyang Qin Jun Xia Zhenge Jia Meng Jiang Ahmed Abbasi | 2023/11/21 |
POD-RACING: Bulk-bitwise to floating-point compute in racetrack memory for machine learning at the edge | IEEE Micro | Sébastien Ollivier Xinyi Zhang Yue Tang Chayanika Choudhuri Jingtong Hu | 2022/8/22 |
CORUSCANT: Fast efficient processing-in-racetrack memories | Sebastien Ollivier Stephen Longofono Prayash Dutta Jingtong Hu Sanjukta Bhanja | 2022/10/1 | |
Towards independent on-device artificial intelligence | Yawen Wu Jingtong Hu | 2022/7/4 | |
Personalized neural network for patient-specific health monitoring in IoT: a metalearning approach | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Zhenge Jia Yiyu Shi Jingtong Hu | 2022/3/25 |
Co-Authors
