Yi Sheng

According to our database, Yi Sheng authored at least 19 papers between 2021 and 2024.

Collaborative distances:

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

2024

Image Hash Layer Triggered CNN Framework for Wafer Map Failure Pattern Retrieval and Classification.

Minghao Piao, Yi Sheng, Jinda Yan, Cheng Hao Jin

ACM Trans. Knowl. Discov. Data, May, 2024

A Physics-guided Generative AI Toolkit for Geophysical Monitoring.

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

CoRR, 2024

2023

Semantic Segmentation-Based Wafer Map Mixed-Type Defect Pattern Recognition.

Jinda Yan, Yi Sheng, Minghao Piao

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2023

Study on Real-Time Heart Rate Detection Based on Multi-People.

Qiuyu Hu, Wu Zeng, Yi Sheng, Jian Xu, Weihua Ou, Ruochen Tan

Comput. Syst. Sci. Eng., 2023

TrojFair: Trojan Fairness Attacks.

Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang

CoRR, 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

CoRR, 2023

Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models.

Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin, Yanzhi Wang

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

Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge.

Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin

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

Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

CoRR, 2022

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning.

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

CoRR, 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

Competitive influence maximization considering inactive nodes and community homophily.

Xiaoqin Xie, Jiahui Li, Yi Sheng, Wei Wang, Wu Yang

Knowl. Based Syst., 2021

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper).

Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu

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