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Yaqian Zhang
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Books and Theses
- 2020
- [b1]Yaqian Zhang:
Understanding and improving interactive systems design with human-in-the-loop machine learning. Nanyang Technological University, Singapore, 2020
Journal Articles
- 2024
- [j21]Jizhuang Hui, Yaqian Zhang, Kai Ding, Lei Guo, Chun-Hsien Chen, Lihui Wang:
A multi-stage approach for desired part grasping under complex backgrounds in human-robot collaborative assembly. Adv. Eng. Informatics 62: 102778 (2024) - [j20]Yaqian Zhang, Kai Ding, Jizhuang Hui, Sichao Liu, Wanjin Guo, Lihui Wang:
Skeleton-RGB integrated highly similar human action prediction in human-robot collaborative assembly. Robotics Comput. Integr. Manuf. 86: 102659 (2024) - [j19]Jingke Xu, Yaqian Zhang, Ke Wang, Zhifang Zhang:
Cooperative Repair of Reed-Solomon Codes via Linearized Permutation Polynomials. IEEE Trans. Inf. Theory 70(7): 4747-4758 (2024) - [j18]Min Sheng, Yaqian Zhang, Junyu Liu, Ziwen Xie, Tony Q. S. Quek, Jiandong Li:
Enabling Integrated Access and Backhaul in Dynamic Aerial-Terrestrial Networks for Coverage Enhancement. IEEE Trans. Wirel. Commun. 23(8): 9072-9084 (2024) - [j17]Ziwen Xie, Junyu Liu, Min Sheng, Yaqian Zhang, Tony Q. S. Quek, Jiandong Li:
Statistical A2G Coverage Characteristics in Dynamic Fixed-Wing UAV Networks. IEEE Wirel. Commun. Lett. 13(3): 771-775 (2024) - 2023
- [j16]Jingke Xu, Yaqian Zhang, Libo Wang:
Folded Polynomial Codes for Coded Distributed AA⊤-Type Matrix Multiplication. IEEE Trans. Commun. 71(9): 5051-5064 (2023) - 2022
- [j15]Bin Zhu, Yaqian Zhang, Kai Ding, Felix T. S. Chan, Jizhuang Hui, Fuqiang Zhang:
Lot-sizing decisions for material requirements planning with hybrid uncertainties in a smart factory. Adv. Eng. Informatics 51: 101527 (2022) - [j14]Yaqian Zhang, Kai Ding, Jizhuang Hui, Jingxiang Lv, Xueliang Zhou, Pai Zheng:
Human-object integrated assembly intention recognition for context-aware human-robot collaborative assembly. Adv. Eng. Informatics 54: 101792 (2022) - [j13]Yanping Chen, Yaqian Zhang, Hong Xia, Cong Gao, Zhongmin Wang, Fengwei Wang, Gang Li:
A hybrid tensor factorization approach for QoS prediction in time-aware mobile edge computing. Appl. Intell. 52(7): 8056-8072 (2022) - 2021
- [j12]Ye Liu, Yaqian Zhang, Lulu Liu, Hongqin Li, Haishan Liu:
Adaptive Dynamic Surface Control for a Class of Dead-Zone Nonlinear Systems via Output Feedback. IEEE Access 9: 109335-109343 (2021) - [j11]Shezhou Luo, Weiwei Liu, Yaqian Zhang, Cheng Wang, Xiaohuan Xi, Sheng Nie, Dan Ma, Yi Lin, Guoqing Zhou:
Maize and soybean heights estimation from unmanned aerial vehicle (UAV) LiDAR data. Comput. Electron. Agric. 182: 106005 (2021) - [j10]Yaqian Zhang, Junyu Liu, Min Sheng, Yan Shi, Jiandong Li:
Leveraging the Coupling of Radio Access Network and mmWave Backhaul Network: Modeling and Optimization. IEEE Trans. Veh. Technol. 70(5): 4852-4864 (2021) - [j9]Yaqian Zhang, Wooi-Boon Goh:
Personalized task difficulty adaptation based on reinforcement learning. User Model. User Adapt. Interact. 31(4): 753-784 (2021) - 2020
- [j8]Yaqian Zhang, Zhifang Zhang, Lu Wang:
Explicit Constructions of Optimal-Access MSCR Codes for All Parameters. IEEE Commun. Lett. 24(5): 941-945 (2020) - [j7]Jianzhong Zhang, Xing Hu, Shuai Xu, Yaqian Zhang, Zhe Chen:
Fault Diagnosis and Monitoring of Modular Multilevel Converter With Fast Response of Voltage Sensors. IEEE Trans. Ind. Electron. 67(6): 5071-5080 (2020) - [j6]Yaqian Zhang, Zhifang Zhang:
Scalar MSCR Codes via the Product Matrix Construction. IEEE Trans. Inf. Theory 66(2): 995-1006 (2020) - 2018
- [j5]Jianzhong Zhang, Haifu Wu, Jin Zhao, Yaqian Zhang, Yaodong Zhu:
A Resonant Gate Driver for Silicon Carbide MOSFETs. IEEE Access 6: 78394-78401 (2018) - [j4]Yaqian Zhang, Wooi-Boon Goh:
The influence of peer accountability on attention during gameplay. Comput. Hum. Behav. 84: 18-28 (2018) - 2017
- [j3]Yaqian Zhang, Jacek Mandziuk, Hiok Chai Quek, Wooi-Boon Goh:
Curvature-based method for determining the number of clusters. Inf. Sci. 415: 414-428 (2017) - 2016
- [j2]Enmei Tu, Yaqian Zhang, Lin Zhu, Jie Yang, Nikola K. Kasabov:
A graph-based semi-supervised k nearest-neighbor method for nonlinear manifold distributed data classification. Inf. Sci. 367-368: 673-688 (2016) - 2015
- [j1]Enmei Tu, Jie Yang, Nikola K. Kasabov, Yaqian Zhang:
Posterior Distribution Learning (PDL): A novel supervised learning framework using unlabeled samples to improve classification performance. Neurocomputing 157: 173-186 (2015)
Conference and Workshop Papers
- 2024
- [c10]Yuhang Pi, Zhifang Zhang, Yaqian Zhang:
Improved Non-Asymptotic Lower Bound on the Size of Optimal Insertion/Deletion Correcting Code. ISIT 2024: 1095-1100 - 2023
- [c9]Anton Lee, Yaqian Zhang, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer:
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning. CIKM 2023: 4038-4042 - 2022
- [c8]Yaqian Zhang, Yi Zhang, Frede Blaabjerg, Jianzhong Zhang:
A non-invasive Fault Location Method for Modular Multilevel Converters under Light Load Conditions. IECON 2022: 1-6 - [c7]Anton Lee, Heitor Murilo Gomes, Yaqian Zhang:
Balancing the Stability-Plasticity Dilemma with Online Stability Tuning for Continual Learning. IJCNN 2022: 1-8 - [c6]Yaqian Zhang, Bernhard Pfahringer, Eibe Frank, Albert Bifet, Nick Jin Sean Lim, Yunzhe Jia:
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal. NeurIPS 2022 - 2019
- [c5]Yaqian Zhang, Wooi-Boon Goh:
Bootstrapped Policy Gradient for Difficulty Adaptation in Intelligent Tutoring Systems. AAMAS 2019: 711-719 - [c4]Yaqian Zhang, Junyu Liu, Min Sheng, Ziwen Xie, Jiandong Li:
Wireless Backhaul: Intrinsic Bottleneck of Ultra-Dense Networks? GLOBECOM 2019: 1-6 - [c3]Ziwen Xie, Junyu Liu, Min Sheng, Yaqian Zhang, Jiandong Li:
Effect of Interference Correlation on the Performance of Ultra-Dense Networks. ICC 2019: 1-7 - [c2]Yaqian Zhang, Zhifang Zhang:
An Improved Cooperative Repair Scheme for Reed-Solomon Codes. ISCIT 2019: 525-530 - [c1]Jingke Xu, Yaqian Zhang, Zhifang Zhang:
A Capacity-Achieving T-PIR Scheme Based On MDS Array Codes. ISIT 2019: 1047-1051
Informal and Other Publications
- 2024
- [i11]Yaqian Zhang:
New Centralized MSR Codes With Small Sub-packetization. CoRR abs/2401.16866 (2024) - [i10]Yaqian Zhang, Xudong Zhang, Jianzhong Zhang, Fujin Deng:
Revised Optimal design of power electronic transformer based on hybrid MMC under over-modulation operation. CoRR abs/2405.17291 (2024) - 2023
- [i9]Shu Liu, Chaoping Xing, Yaqian Zhang:
Codes with Biochemical Constraints and Single Error Correction for DNA-Based Data Storage. CoRR abs/2307.00221 (2023) - [i8]Anton Lee, Yaqian Zhang, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer:
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning. CoRR abs/2310.20052 (2023) - 2022
- [i7]Yaqian Zhang, Yi Zhang, Frede Blaabjerg, Jianzhong Zhang:
A non-invasive fault location method for modular multilevel converters under light load conditions. CoRR abs/2208.07673 (2022) - [i6]Yaqian Zhang, Bernhard Pfahringer, Eibe Frank, Albert Bifet, Nick Jin Sean Lim, Yunzhe Jia:
A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal. CoRR abs/2209.13917 (2022) - [i5]Jingke Xu, Yaqian Zhang, Libo Wang:
Folded Polynomial Codes for Coded Distributed AA⊤-Type Matrix Multiplication. CoRR abs/2211.15267 (2022) - 2019
- [i4]Yaqian Zhang, Zhifang Zhang:
An Improved Cooperative Repair Scheme for Reed-Solomon Codes. CoRR abs/1901.03142 (2019) - [i3]Jingke Xu, Yaqian Zhang, Zhifang Zhang:
A Capacity-Achieving T-PIR Scheme Based On MDS Array Codes. CoRR abs/1901.05772 (2019) - 2018
- [i2]Yaqian Zhang, Zhifang Zhang:
Scalar MSCR Codes via the Product Matrix Construction. CoRR abs/1810.04611 (2018) - 2016
- [i1]Enmei Tu, Yaqian Zhang, Lin Zhu, Jie Yang, Nikola K. Kasabov:
A Graph-Based Semi-Supervised k Nearest-Neighbor Method for Nonlinear Manifold Distributed Data Classification. CoRR abs/1606.00985 (2016)
Coauthor Index
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