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Yi Sheng
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2020 – today
- 2024
- [j4]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): 75:1-75:26 (2024) - [c12]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: 748-753 - [c11]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: 754-759 - [c10]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: 289-290 - [i11]Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang:
A Physics-guided Generative AI Toolkit for Geophysical Monitoring. CoRR abs/2401.03131 (2024) - [i10]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 abs/2404.13475 (2024) - [i9]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 abs/2407.13896 (2024) - [i8]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 abs/2407.14564 (2024) - 2023
- [j3]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): 1397-1408 (2023) - [j2]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): 4065-4074 (2023) - [c9]Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang:
Toward Fair and Efficient Hyperdimensional Computing. ASP-DAC 2023: 612-617 - [c8]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: 1-6 - [c7]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: 1-2 - [c6]Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang:
On-Device Unsupervised Image Segmentation. DAC 2023: 1-6 - [c5]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: 1-9 - [i7]Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang:
On-Device Unsupervised Image Segmentation. CoRR abs/2303.12753 (2023) - [i6]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 abs/2308.13730 (2023) - [i5]Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang:
TrojFair: Trojan Fairness Attacks. CoRR abs/2312.10508 (2023) - 2022
- [c4]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: 163-168 - [c3]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: 352-357 - [i4]Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth W. Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang:
Automated Architecture Search for Brain-inspired Hyperdimensional Computing. CoRR abs/2202.05827 (2022) - [i3]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 abs/2202.07470 (2022) - [i2]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 abs/2202.11317 (2022) - [i1]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 abs/2208.11278 (2022) - 2021
- [j1]Xiaoqin Xie
, Jiahui Li, Yi Sheng, Wei Wang, Wu Yang:
Competitive influence maximization considering inactive nodes and community homophily. Knowl. Based Syst. 233: 107497 (2021) - [c2]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: 1-7 - [c1]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: 1-7
Coauthor Index
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last updated on 2024-08-27 21:56 CEST by the dblp team
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