Yi Sheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Disease Diagnosis

Computed Tomography

Neural Architecture

Top Venues

ACM Great Lakes Symposium on VLSI

Publications

Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang
A Physics-guided Generative AI Toolkit for Geophysical Monitoring. CoRR (2024)
Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang
APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. CoRR (2024)
Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. CoRR (2024)
Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang
PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud. CoRR (2024)
Yi Sheng, Junhuan Yang, Youzuo Lin, Weiwen Jiang, Lei Yang
Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. ACM Great Lakes Symposium on VLSI (2024)
Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty
Poster Abstract: Neural Architecture Sizing for Autonomous Systems. ICCPS (2024)
Junhuan Yang, Yi Sheng, Yuzhou Zhang, Hanchen Wang, Youzuo Lin, Lei Yang
Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography. ACM Great Lakes Symposium on VLSI (2024)
Minghao Piao, Yi Sheng, Jinda Yan, Cheng Hao Jin
Image Hash Layer Triggered CNN Framework for Wafer Map Failure Pattern Retrieval and Classification. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang
Toward Fair and Efficient Hyperdimensional Computing. ASP-DAC (2023)
Jinda Yan, Yi Sheng, Minghao Piao
Semantic Segmentation-Based Wafer Map Mixed-Type Defect Pattern Recognition. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (11) (2023)
Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin
Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge. DAC (2023)
Qiuyu Hu, Wu Zeng, Yi Sheng, Jian Xu, Weihua Ou, Ruochen Tan
Study on Real-Time Heart Rate Detection Based on Multi-People. Comput. Syst. Sci. Eng. 44 (2) (2023)
Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. DAC (2023)
Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang
On-Device Unsupervised Image Segmentation. DAC (2023)
Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang
On-Device Unsupervised Image Segmentation. CoRR (2023)
Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin, Yanzhi Wang
Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models. ICCAD (2023)
Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
TrojFair: Trojan Fairness Attacks. CoRR (2023)
Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. CoRR (2023)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR (2022)
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR (2022)
Junhuan Yang, Venkat Kalyan Reddy Yasa, Yi Sheng, Dayane Reis, Xun Jiao, Weiwen Jiang, Lei Yang
Hardware-aware Automated Architecture Search for Brain-inspired Hyperdimensional Computing. ISVLSI (2022)
Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC (2022)
Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang
Automated Architecture Search for Brain-inspired Hyperdimensional Computing. CoRR (2022)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR (2022)
Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, Ang Li, Caiwen Ding, Weiwen Jiang, Lei Yang
FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper. ICCAD (2021)
Xiaoqin Xie, Jiahui Li, Yi Sheng, Wei Wang, Wu Yang
Competitive influence maximization considering inactive nodes and community homophily. Knowl. Based Syst. 233 (2021)
Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD (2021)