Junhuan Yang

According to our database, Junhuan Yang authored at least 27 papers between 2016 and 2024.

Collaborative distances:

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

2024

A Physics-guided Generative AI Toolkit for Geophysical Monitoring.

Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang

CoRR, 2024

Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset.

Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy.

Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography.

Junhuan Yang, Yi Sheng, Yuzhou Zhang, Hanchen Wang, Youzuo Lin, Lei Yang

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook.

Yi Sheng, Junhuan Yang, Youzuo Lin, Weiwen Jiang, Lei Yang

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices.

Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Tutorial on Novel Toolkits toward AI for Science on Resource-Constrained Computing Systems.

Yi Sheng, Junhuan Yang, Hanchen Wang, Yinan Feng, Yinpeng Chen, Xiaolong Guo, Youzuo Lin, Weiwen Jiang, Lei Yang

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2024

2023

Hardware/Software Coexploration for Hyperdimensional Computing on Network-on-Chip Architecture.

Junhuan Yang, Lei Yang

IEEE Des. Test, December, 2023

On-Device Unsupervised Image Segmentation.

Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models.

Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Toward Fair and Efficient Hyperdimensional Computing.

Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang

Proceedings of the 28th Asia and South Pacific Design Automation Conference, 2023

2022

Automated Architecture Search for Brain-inspired Hyperdimensional Computing.

Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth W. Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang

CoRR, 2022

Hardware-aware Automated Architecture Search for Brain-inspired Hyperdimensional Computing.

Junhuan Yang, Venkat Kalyan Reddy Yasa, Yi Sheng, Dayane Reis, Xun Jiao, Weiwen Jiang, Lei Yang

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2022

The larger the fairer?: small neural networks can achieve fairness for edge devices.

Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Detecting Gender Bias in Transformer-based Models: A Case Study on BERT.

Bingbing Li, Hongwu Peng, Rajat Sainju, Junhuan Yang, Lei Yang, Yueying Liang, Weiwen Jiang, Binghui Wang, Hang Liu, Caiwen Ding

CoRR, 2021

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search.

Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding

CoRR, 2021

Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow.

Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang

CoRR, 2021

Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper).

Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper.

Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, Ang Li, Caiwen Ding, Weiwen Jiang, Lei Yang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper).

Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

2019

Vehicle data management with specific wear-levelling and fault tolerance for hybrid DRAM-NVM memory.

Jinyu Zhan, Junhuan Yang, Wei Jiang, Yufang Sun, Yixin Li

J. Syst. Archit., 2019

2018

Energy-aware page replacement and consistency guarantee for hybrid NVM-DRAM memory systems.

Jinyu Zhan, Yiming Zhang, Wei Jiang, Junhuan Yang, Lin Li, Yixin Li

J. Syst. Archit., 2018

Dynamic data management for automotive ECUs with hybrid RAM-NVM memory: work-in-progress.

Jinyu Zhan, Junhuan Yang, Wei Jiang, Yixin Li

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2018

2017

Energy-aware page replacement for NVM based hybrid main memory system.

Yiming Zhang, Jinyu Zhan, Junhuan Yang, Wei Jiang, Lin Li, Yixin Li

Proceedings of the 23rd IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2017

2016

Fault Tolerant Algorithm for NVM to Reuse the Error Blocks.

Li Zhu, Jinyu Zhan, Sihao Chen, Yiming Zhang, Junhuan Yang, Wei Jiang, Lin Li

Proceedings of the 13th International Conference on Embedded Software and Systems, 2016

Dynamic Memory Management for Hybrid DRAM-NVM Main Memory Systems.

Yiming Zhang, Jinyu Zhan, Junhuan Yang, Wei Jiang, Lin Li, Li Zhu, Xuefei Tang

Proceedings of the 13th International Conference on Embedded Software and Systems, 2016

Data Management for Automotive ECUs Based on Hybrid RAM-NVM Main Memory.

Junhuan Yang, Jinyu Zhan, Yiming Zhang, Wei Jiang, Lin Li, Li Zhu, Xuefei Tang

Proceedings of the 13th International Conference on Embedded Software and Systems, 2016