FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper. - Daniel Manu; Yi Sheng 001; 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 001; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (ICCAD, 2021)

The larger the fairer?: small neural networks can achieve fairness for edge devices. - Yi Sheng 001; 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 001; Dayane Reis; Xun Jiao 002; Weiwen Jiang; Lei Yang 018 (ISVLSI, 2022)

Automated Architecture Search for Brain-inspired Hyperdimensional Computing. - Junhuan Yang; Yi Sheng 001; Sizhe Zhang; Ruixuan Wang; Kenneth W. Foreman; Mikell Paige; Xun Jiao 002; 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 001; 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 001; Lei Yang 018; Alaina J. James; Yiyu Shi 001; Jingtong Hu (CoRR, 2022)

Toward Fair and Efficient Hyperdimensional Computing. - Yi Sheng 001; 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 001; 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 001; 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 001; 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 001; Peiyan Dong; Zhenglun Kong; Yanyu Li; Pinrui Yu; Lei Yang 018; Xue Lin 001; Yanzhi Wang 001 (ICCAD, 2023)

Tutorial on Novel Toolkits toward AI for Science on Resource-Constrained Computing Systems. - Yi Sheng 001; 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 001; Youzuo Lin; Lei Yang 018 (DAC, 2024)

Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. - Yi Sheng 001; 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 001; 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 001; 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 001; 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 001; Nirajan Koirala; Kanad Basu; Taeho Jung; Cheng-Chang Lu; Weiwen Jiang (ISVLSI, 2024)

TrojFair: Trojan Fairness Attacks. - Jiaqi Xue; Mengxin Zheng; Yi Sheng 001; 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 001; Hanchen Wang 003; Yipei Liu; Junhuan Yang; Weiwen Jiang; Youzuo Lin; Lei Yang 018 (MICCAI (7), 2024)

A Physics-guided Generative AI Toolkit for Geophysical Monitoring. - Junhuan Yang; Hanchen Wang 003; Yi Sheng 001; Youzuo Lin; Lei Yang 018 (CoRR, 2024)

A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. - Junhuan Yang; Yuzhou Zhang; Yi Sheng 001; Youzuo Lin; Lei Yang 018 (AAAI, 2025)