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 006; Caiwen Ding; Weiwen Jiang; Lei Yang 018 (ICCAD, 2021)

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (ICCAD, 2021)

Competitive influence maximization considering inactive nodes and community homophily. - Xiaoqin Xie; Jiahui Li 011; Yi Sheng; Wei Wang; Wu Yang (Knowl. Based Syst., 2021)

The larger the fairer?: small neural networks can achieve fairness for edge devices. - Yi Sheng; Junhuan Yang; Yawen Wu; Kevin Mao; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang; Lei Yang 018 (DAC, 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 018 (ISVLSI, 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 018 (CoRR, 2022)

Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. - Yawen Wu; Dewen Zeng; Zhepeng Wang 001; Yi Sheng; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

Heart Rate Detection Using SVM Based on Video Imagery. - Wu Zeng; Yi Sheng; Qiuyu Hu; ZhanXiong Huo; Yingge Zhang; Yuxuan Xie (Intell. Autom. Soft Comput., 2022)

Toward Fair and Efficient Hyperdimensional Computing. - Yi Sheng; Junhuan Yang; Weiwen Jiang; Lei Yang 018 (ASP-DAC, 2023)

Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. - Yi Sheng; Junhuan Yang; Lei Yang 018; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang (DAC, 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 018; Xue Lin 001 (DAC, 2023)

On-Device Unsupervised Image Segmentation. - Junhuan Yang; Yi Sheng; Yuzhou Zhang; Weiwen Jiang; Lei Yang 018 (DAC, 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 018; Xue Lin 001; Yanzhi Wang (ICCAD, 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)

Semantic Segmentation-Based Wafer Map Mixed-Type Defect Pattern Recognition. - Jinda Yan; Yi Sheng; Minghao Piao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023)

Tutorial on Novel Toolkits toward AI for Science on Resource-Constrained Computing Systems. - Yi Sheng; Junhuan Yang; Hanchen Wang 003; Yinan Feng; Yinpeng Chen; Xiaolong Guo; Youzuo Lin; Weiwen Jiang; Lei Yang 018 (CODES+ISSS, 2024)

EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. - Junhuan Yang; Hanchen Wang 003; Yi Sheng; Youzuo Lin; Lei Yang 018 (DAC, 2024)

Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. - Yi Sheng; Junhuan Yang; Youzuo Lin; Weiwen Jiang; Lei Yang 018 (ACM Great Lakes Symposium on VLSI, 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 003; Youzuo Lin; Lei Yang 018 (ACM Great Lakes Symposium on VLSI, 2024)

GPU Partitioning & Neural Architecture Sizing for Safety-Driven Sensing in Autonomous Systems. - Shengjie Xu; Clara Hobbs; Yukai Song; Bineet Ghosh; Tingan Zhu; Sharmin Aktar; Lei Yang 018; Yi Sheng; Weiwen Jiang; Jingtong Hu; Parasara Sridhar Duggirala; Samarjit Chakraborty (ICAA, 2024)

Poster Abstract: Neural Architecture Sizing for Autonomous Systems. - Shengjie Xu; Clara Hobbs; Yukai Song; Bineet Ghosh; Sharmin Aktar; Lei Yang 018; Yi Sheng; Weiwen Jiang; Jingtong Hu; Parasara Sridhar Duggirala; Samarjit Chakraborty (ICCPS, 2024)

PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud. - Zhepeng Wang 001; Yi Sheng; Nirajan Koirala; Kanad Basu; Taeho Jung; Cheng-Chang Lu; Weiwen Jiang (ISVLSI, 2024)

TrojFair: Trojan Fairness Attacks. - Jiaqi Xue; Mengxin Zheng; Yi Sheng; Lei Yang 018; Qian Lou; Lei Jiang 001 (LAMPS@CCS, 2024)

APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. - Yi Sheng; Hanchen Wang 003; Yipei Liu; Junhuan Yang; Weiwen Jiang; Youzuo Lin; Lei Yang 018 (MICCAI (7), 2024)

Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. - Yi Sheng; Junhuan Yang; Jinyang Li; James Alaina; Xiaowei Xu 004; Yiyu Shi 001; Jingtong Hu; Weiwen Jiang; Lei Yang 018 (MICCAI (10), 2024)

A Physics-guided Generative AI Toolkit for Geophysical Monitoring. - Junhuan Yang; Hanchen Wang 003; Yi Sheng; Youzuo Lin; Lei Yang 018 (CoRR, 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, 2024)

A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. - Junhuan Yang; Yuzhou Zhang; Yi Sheng; Youzuo Lin; Lei Yang 018 (AAAI, 2025)

Improved wafer map defect pattern classification using automatic data augmentation based lightweight encoder network in contrastive learning. - Yi Sheng; Jinda Yan; Minghao Piao (J. Intell. Manuf., 2025)