Junhuan Yang - RankMe

35 papers A* 5A 3B 1Misc 2Journal 15Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Two Teachers Better Than One: Hardware-Physics Co-Guided Distributed Scientific Machine Learning. CoRR Yuchen Yuan, Junhuan Yang, Hao Wan, Yipei Liu, Hanhan Wu, Youzuo Lin, Lei Yang
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	—	`conf`	Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. MICCAI (10) Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, Lei Yang
2024	J	`jnl`	Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset. CoRR Yi Sheng, Junhuan Yang, Jinyang Li, James Alaina, Xiaowei Xu, Yiyu Shi, Jingtong Hu, Weiwen Jiang, 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`	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	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	J	`jnl`	Hardware/Software Coexploration for Hyperdimensional Computing on Network-on-Chip Architecture. IEEE Des. Test Junhuan Yang, Lei Yang
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
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	—	`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`	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow (Invited Paper). ICCAD Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Yiyu Shi, Weiwen Jiang
2021	J	`jnl`	Can Noise on Qubits Be Learned in Quantum Neural Network? A Case Study on QuantumFlow. CoRR Zhiding Liang, Zhepeng Wang, Junhuan Yang, Lei Yang, Jinjun Xiong, Yiyu Shi, Weiwen Jiang
2021	J	`jnl`	Detecting Gender Bias in Transformer-based Models: A Case Study on BERT. CoRR Bingbing Li, Hongwu Peng, Rajat Sainju, Junhuan Yang, Lei Yang, Yueying Liang, Weiwen Jiang, Binghui Wang, Hang Liu, Caiwen Ding
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`	Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper). ICCAD Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding
2021	J	`jnl`	Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search. CoRR Hongwu Peng, Shiyang Chen, Zhepeng Wang, Junhuan Yang, Scott A. Weitze, Tong Geng, Ang Li, Jinbo Bi, Minghu Song, Weiwen Jiang, Hang Liu, Caiwen Ding
2019	J	`jnl`	Vehicle data management with specific wear-levelling and fault tolerance for hybrid DRAM-NVM memory. J. Syst. Archit. Jinyu Zhan, Junhuan Yang, Wei Jiang, Yufang Sun, Yixin Li
2018	Misc	`conf`	Dynamic data management for automotive ECUs with hybrid RAM-NVM memory: work-in-progress. CODES+ISSS Jinyu Zhan, Junhuan Yang, Wei Jiang, Yixin Li
2018	J	`jnl`	Energy-aware page replacement and consistency guarantee for hybrid NVM-DRAM memory systems. J. Syst. Archit. Jinyu Zhan, Yiming Zhang, Wei Jiang, Junhuan Yang, Lin Li, Yixin Li
2017	B	`conf`	Energy-aware page replacement for NVM based hybrid main memory system. RTCSA Yiming Zhang, Jinyu Zhan, Junhuan Yang, Wei Jiang, Lin Li, Yixin Li
2016	—	`conf`	Data Management for Automotive ECUs Based on Hybrid RAM-NVM Main Memory. ICESS Junhuan Yang, Jinyu Zhan, Yiming Zhang, Wei Jiang, Lin Li, Li Zhu, Xuefei Tang
2016	—	`conf`	Dynamic Memory Management for Hybrid DRAM-NVM Main Memory Systems. ICESS Yiming Zhang, Jinyu Zhan, Junhuan Yang, Wei Jiang, Lin Li, Li Zhu, Xuefei Tang
2016	—	`conf`	Fault Tolerant Algorithm for NVM to Reuse the Error Blocks. ICESS Li Zhu, Jinyu Zhan, Sihao Chen, Yiming Zhang, Junhuan Yang, Wei Jiang, Lin Li