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2020 – today
- 2024
[j8]Sherry Ruan, Allen Nie
, William Steenbergen, Jiayu He, J. Q. Zhang, Meng Guo, Yao Liu, Kyle Dang Nguyen, Catherine Y. Wang, Rui Ying, James A. Landay, Emma Brunskill:
Reinforcement learning tutor better supported lower performers in a math task. Mach. Learn. 113(5): 3023-3048 (2024)- [j7]Jiang Wu, Zhuo Zhang, Deheng Yang, Jianjun Xu, Jiayu He, Xiaoguang Mao:
Knowledge-Augmented Mutation-Based Bug Localization for Hardware Design Code. ACM Trans. Archit. Code Optim. 21(3): 45:1-45:26 (2024) - [j6]Jiang Wu, Zhuo Zhang, Deheng Yang, Jianjun Xu, Jiayu He, Xiaoguang Mao:
Time-Aware Spectrum-Based Bug Localization for Hardware Design Code with Data Purification. ACM Trans. Archit. Code Optim. 21(3): 64:1-64:25 (2024) - [j5]Deheng Yang, Jiayu He, Xiaoguang Mao, Tun Li, Yan Lei, Xin Yi, Jiang Wu:
Strider: Signal Value Transition-Guided Defect Repair for HDL Programming Assignments. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(5): 1594-1607 (2024) - [i3]Reza Nikandish, Jiayu He, Benyamin Allahgholizadeh Haghi:
Resource-Efficient Heartbeat Classification Using Multi-Feature Fusion and Bidirectional LSTM. CoRR abs/2405.15312 (2024) - 2023
- [j4]Jiayu He, Shuangshuang Fu:
Renormalization of magic and quantum phase transition in spin models. Quantum Inf. Process. 22(3): 161 (2023) - [c15]Yue Cheng, Hongji Zou, Jiayu He, Chen Chen, Tun Li, Han Long:
MMFuzz: Towards Enhancing RTL Fuzz Testing Using Metric Feedbacks Based on Markov Chain. ATS 2023: 1-6 - [c14]Jiang Wu, Yan Lei, Zhuo Zhang, Xiankai Meng, Deheng Yang, Pan Li, Jiayu He, Xiaoguang Mao:
Mantra: Mutation Testing of Hardware Design Code Based on Real Bugs. DAC 2023: 1-6 - [c13]Jiayu He, Matloob Khushi, Tung-Anh Nguyen, Nguyen Hoang Tran:
Fed-mSSA: A Federated Approach for Spatio-Temporal Data Modeling Using Multivariate Singular Spectrum Analysis. ICDM 2023: 1055-1060 - [c12]Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. INFOCOM 2023: 1-10 - [c11]Jianjun Xu, Jiayu He, Jingyan Zhang, Deheng Yang, Jiang Wu, Xiaoguang Mao:
Validating the Redundancy Assumption for HDL from Code Clone's Perspective. ISPD 2023: 247-255 - [i2]Sherry Ruan, Allen Nie, William Steenbergen, Jiayu He, JQ Zhang, Meng Guo, Yao Liu, Kyle Dang Nguyen, Catherine Y. Wang, Rui Ying, James A. Landay, Emma Brunskill:
Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task. CoRR abs/2304.04933 (2023) - 2022
- [j3]Jiayu He, Jianlin Ou, An He, Lin Shu, Tao Liu, Ruowen Qu, Xiangmin Xu, Zhuoming Chen, Yifeng Yan:
A new approach for daily life Blood-Pressure estimation using smart watch. Biomed. Signal Process. Control. 75: 103616 (2022) - [c10]Jiayu He, Nguyen Hoang Tran, Matloob Khushi:
Stock Predictor with Graph Laplacian-Based Multi-task Learning. ICCS (1) 2022: 541-553 - [c9]Jiang Wu, Zhuo Zhang, Deheng Yang, Xiankai Meng, Jiayu He, Xiaoguang Mao, Yan Lei:
Fault Localization for Hardware Design Code with Time-Aware Program Spectrum. ICCD 2022: 537-544 - [c8]Yaolin Zheng, Hongbo Huang, Xiaoxu Yan, Jiayu He:
Truncated Cross-entropy: A New Loss Function for Multi-category Classification. ICCIR 2022: 274-278 - [c7]Deheng Yang, Xiaoguang Mao, Liqian Chen, Xuezheng Xu, Yan Lei, David Lo, Jiayu He:
TransplantFix: Graph Differencing-based Code Transplantation for Automated Program Repair. ASE 2022: 107:1-107:13 - [i1]Tung-Anh Nguyen, Jiayu He, Long Tan Le, Wei Bao, Nguyen Hoang Tran:
Federated PCA on Grassmann Manifold for Anomaly Detection in IoT Networks. CoRR abs/2212.12121 (2022) - 2021
- [c6]Wei Liu, Jiayu He, Haiming Wang, Huaijie Zhu, Jian Yin:
A Novel Road Segment Representation Method for Travel Time Estimation. DASFAA (Workshops) 2021: 398-413 - [c5]Jiayu He, Matloob Khushi, Nguyen Hoang Tran, Tongliang Liu:
Robust Dual Recurrent Neural Networks for Financial Time Series Prediction. SDM 2021: 747-755 - 2020
- [j2]Jiayu He, Ye Li, Jian Cao, Yueming Li, Yanqing Jiang, Li An:
An improved particle filter propeller fault prediction method based on grey prediction for underwater vehicles. Trans. Inst. Meas. Control 42(11): 1946-1959 (2020) - [c4]Sherry Ruan, Jiayu He, Rui Ying, Jonathan Burkle, Dunia Hakim, Anna Wang, Yufeng Yin, Lily Zhou, Qianyao Xu, Abdallah A. AbuHashem, Griffin Dietz, Elizabeth L. Murnane, Emma Brunskill, James A. Landay:
Supporting children's math learning with feedback-augmented narrative technology. IDC 2020: 567-580 - [c3]Jiayu He, Guohui Li, Jun Lei:
Feature Pyramid Hierarchies for Multi-scale Temporal Action Detection. ICPR 2020: 2158-2165
2010 – 2019
- 2019
- [j1]Li An, Ye Li, Yanqing Jiang, Yueming Li, Jian Cao, Jiayu He:
Soft-Switching Proximate Time Optimal Heading Control for Underactuated Autonomous Underwater Vehicle. IEEE Access 7: 143233-143249 (2019) - [c2]Kenneth Fernandez, Caitlin Go, Jiayu He:
VisualNote: Physical Image Tagging for Building a Personal Visual Library. IDC 2019: 652-655 - 2017
- [c1]Mohamed Almekkawy, Daniel McMahon, Hanan Alqarni, Jiayu He:
Optimization of transcostal phased-array refocusing using sparse semidefinite relaxation method. EMBC 2017: 1449-1452
Coauthor Index
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