Yi Sheng - RankMe

30 papers A* 6A 3Misc 1Journal 11Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. AAAI Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang
2025	J	`jnl`	A Novel Diffusion Model for Pairwise Geoscience Data Generation with Unbalanced Training Dataset. CoRR Junhuan Yang, Yuzhou Zhang, Yi Sheng, Youzuo Lin, Lei Yang
2024	J	`jnl`	A Physics-guided Generative AI Toolkit for Geophysical Monitoring. CoRR Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang
2024	—	`conf`	APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. MICCAI (7) Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang
2024	J	`jnl`	APS-USCT: Ultrasound Computed Tomography on Sparse Data via AI-Physic Synergy. CoRR Yi Sheng, Hanchen Wang, Yipei Liu, Junhuan Yang, Weiwen Jiang, Youzuo Lin, Lei Yang
2024	A*	`conf`	EdGeo: A Physics-guided Generative AI Toolkit for Geophysical Monitoring on Edge Devices. DAC Junhuan Yang, Hanchen Wang, Yi Sheng, Youzuo Lin, Lei Yang
2024	—	`conf`	Enhanced AI for Science using Diffusion-based Generative AI - A Case Study on Ultrasound Computing Tomography. ACM Great Lakes Symposium on VLSI Junhuan Yang, Yi Sheng, Yuzhou Zhang, Hanchen Wang, Youzuo Lin, Lei Yang
2024	—	`conf`	GPU Partitioning & Neural Architecture Sizing for Safety-Driven Sensing in Autonomous Systems. ICAA Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Tingan Zhu, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty
2024	—	`conf`	Poster Abstract: Neural Architecture Sizing for Autonomous Systems. ICCPS Shengjie Xu, Clara Hobbs, Yukai Song, Bineet Ghosh, Sharmin Aktar, Lei Yang, Yi Sheng, Weiwen Jiang, Jingtong Hu, Parasara Sridhar Duggirala, Samarjit Chakraborty
2024	—	`conf`	PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud. ISVLSI Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang
2024	J	`jnl`	PristiQ: A Co-Design Framework for Preserving Data Security of Quantum Learning in the Cloud. CoRR Zhepeng Wang, Yi Sheng, Nirajan Koirala, Kanad Basu, Taeho Jung, Cheng-Chang Lu, Weiwen Jiang
2024	—	`conf`	Toward Fair Ultrasound Computing Tomography: Challenges, Solutions and Outlook. ACM Great Lakes Symposium on VLSI Yi Sheng, Junhuan Yang, Youzuo Lin, Weiwen Jiang, Lei Yang
2024	—	`conf`	TrojFair: Trojan Fairness Attacks. LAMPS@CCS Jiaqi Xue, Mengxin Zheng, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
2024	Misc	`conf`	Tutorial on Novel Toolkits toward AI for Science on Resource-Constrained Computing Systems. CODES+ISSS Yi Sheng, Junhuan Yang, Hanchen Wang, Yinan Feng, Yinpeng Chen, Xiaolong Guo, Youzuo Lin, Weiwen Jiang, Lei Yang
2023	A	`conf`	Fast and Fair Medical AI on the Edge Through Neural Architecture Search for Hybrid Vision Models. ICCAD Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin, Yanzhi Wang
2023	A*	`conf`	Late Breaking Results: Fast Fair Medical Applications? Hybrid Vision Models Achieve the Fairness on the Edge. DAC Changdi Yang, Yi Sheng, Peiyan Dong, Zhenglun Kong, Yanyu Li, Pinrui Yu, Lei Yang, Xue Lin
2023	A*	`conf`	Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. DAC Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023	J	`jnl`	Muffin: A Framework Toward Multi-Dimension AI Fairness by Uniting Off-the-Shelf Models. CoRR Yi Sheng, Junhuan Yang, Lei Yang, Yiyu Shi, Jingtong Hu, Weiwen Jiang
2023	A*	`conf`	On-Device Unsupervised Image Segmentation. DAC Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang
2023	J	`jnl`	On-Device Unsupervised Image Segmentation. CoRR Junhuan Yang, Yi Sheng, Yuzhou Zhang, Weiwen Jiang, Lei Yang
2023	—	`conf`	Toward Fair and Efficient Hyperdimensional Computing. ASP-DAC Yi Sheng, Junhuan Yang, Weiwen Jiang, Lei Yang
2023	J	`jnl`	TrojFair: Trojan Fairness Attacks. CoRR Mengxin Zheng, Jiaqi Xue, Yi Sheng, Lei Yang, Qian Lou, Lei Jiang
2022	J	`jnl`	Automated Architecture Search for Brain-inspired Hyperdimensional Computing. CoRR Junhuan Yang, Yi Sheng, Sizhe Zhang, Ruixuan Wang, Kenneth W. Foreman, Mikell Paige, Xun Jiao, Weiwen Jiang, Lei Yang
2022	J	`jnl`	Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022	J	`jnl`	Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis. CoRR Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu
2022	—	`conf`	Hardware-aware Automated Architecture Search for Brain-inspired Hyperdimensional Computing. ISVLSI Junhuan Yang, Venkat Kalyan Reddy Yasa, Yi Sheng, Dayane Reis, Xun Jiao, Weiwen Jiang, Lei Yang
2022	J	`jnl`	The Larger The Fairer? Small Neural Networks Can Achieve Fairness for Edge Devices. CoRR Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2022	A*	`conf`	The larger the fairer?: small neural networks can achieve fairness for edge devices. DAC Yi Sheng, Junhuan Yang, Yawen Wu, Kevin Mao, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2021	A	`conf`	FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper. ICCAD Daniel Manu, Yi Sheng, Junhuan Yang, Jieren Deng, Tong Geng, Ang Li, Caiwen Ding, Weiwen Jiang, Lei Yang
2021	A	`conf`	Federated Contrastive Learning for Dermatological Disease Diagnosis via On-device Learning (Invited Paper). ICCAD Yawen Wu, Dewen Zeng, Zhepeng Wang, Yi Sheng, Lei Yang, Alaina J. James, Yiyu Shi, Jingtong Hu