- Liang Xu, Anqi Li, Lei Zhu, Hang Xue, Changtai Zhu, Kangkang Zhao, Haonan He, Xuanwei Zhang, Qiyue Kang, Zhenzhong Lan:
SuperCLUE: A Comprehensive Chinese Large Language Model Benchmark. CoRR abs/2307.15020 (2023) - Kai Zhao, Qiyu Kang, Yang Song, Rui She, Sijie Wang, Wee Peng Tay:
Adversarial Robustness in Graph Neural Networks: A Hamiltonian Approach. CoRR abs/2310.06396 (2023) - Rui She, Qiyu Kang, Sijie Wang, Yuán-Ruì Yáng, Kai Zhao, Yang Song, Wee Peng Tay:
RobustMat: Neural Diffusion for Street Landmark Patch Matching under Challenging Environments. CoRR abs/2311.03904 (2023) - Rui She, Qiyu Kang, Sijie Wang, Wee Peng Tay, Yong Liang Guan, Diego Navarro Navarro, Andreas Hartmannsgruber:
Image Patch-Matching with Graph-Based Learning in Street Scenes. CoRR abs/2311.04617 (2023) - Sijie Wang, Rui She, Qiyu Kang, Xingchao Jian, Kai Zhao, Yang Song, Wee Peng Tay:
DistilVPR: Cross-Modal Knowledge Distillation for Visual Place Recognition. CoRR abs/2312.10616 (2023) - 2022
- Peng-Fei Fang, Xian Li, Yang Yan, Shuai Zhang, Qiyue Kang, Xiao-Fei Li, Zhen-Zhong Lan:
Connecting the Dots in Self-Supervised Learning: A Brief Survey for Beginners. J. Comput. Sci. Technol. 37(3): 507-526 (2022) - Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding. IEEE J. Sel. Areas Commun. 40(1): 163-181 (2022) - Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. IEEE J. Sel. Areas Commun. 40(9): 2510-2528 (2022) - Wei Sun, Kang Wei, Zhi Liu, Qiyue Li, Xiaobing Xu:
Linear Quadratic Gaussian Control for Wireless Communication Reliability for a Mobile Monitoring Robot in a UHV Power Substation. IEEE Syst. J. 16(3): 4149-4159 (2022) - Qiyu Kang, Wee Peng Tay:
Task Recommendation in Crowdsourcing Based on Learning Preferences and Reliabilities. IEEE Trans. Serv. Comput. 15(4): 1785-1798 (2022) - Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Joint Channel Estimation and Hybrid Beamforming via Deep-Unfolding. EUSIPCO 2022: 658-662 - Qiyu Kang, Rui She, Sijie Wang, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber:
Location Learning for AVs: LiDAR and Image Landmarks Fusion Localization with Graph Neural Networks. ITSC 2022: 3032-3037 - Yang Song, Qiyu Kang, Sijie Wang, Kai Zhao, Wee Peng Tay:
On the Robustness of Graph Neural Diffusion to Topology Perturbations. NeurIPS 2022 - Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Diego Navarro Navarro, Andreas Hartmannsgruber:
Building Facade Parsing R-CNN. CoRR abs/2205.05912 (2022) - Kai Kang, Qiyu Hu, Yunlong Cai, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Mixed-Timescale Deep-Unfolding for Joint Channel Estimation and Hybrid Beamforming. CoRR abs/2206.03755 (2022) - Yang Song, Qiyu Kang, Sijie Wang, Kai Zhao, Wee Peng Tay:
On the Robustness of Graph Neural Diffusion to Topology Perturbations. CoRR abs/2209.07754 (2022) - Sijie Wang, Qiyu Kang, Rui She, Wee Peng Tay, Andreas Hartmannsgruber, Diego Navarro Navarro:
RobustLoc: Robust Camera Pose Regression in Challenging Driving Environments. CoRR abs/2211.11238 (2022) - 2021
- Yang Song, Qiyu Kang, Wee Peng Tay:
Error-Correcting Output Codes with Ensemble Diversity for Robust Learning in Neural Networks. AAAI 2021: 9722-9729 - Qiyu Kang, Yang Song, Qinxu Ding, Wee Peng Tay:
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks. NeurIPS 2021: 14925-14937 - Qiyu Hu, Yunlong Cai, Kai Kang, Guanding Yu, Jakob Hoydis, Yonina C. Eldar:
Two-Timescale End-to-End Learning for Channel Acquisition and Hybrid Precoding. CoRR abs/2110.12059 (2021) - Qiyu Kang, Yang Song, Qinxu Ding, Wee Peng Tay:
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks. CoRR abs/2110.12976 (2021) - 2020
- Qiyuan An, Kangjun Bai, Lingjia Liu, Fangyang Shen, Yang Yi:
A unified information perceptron using deep reservoir computing. Comput. Electr. Eng. 85: 106705 (2020) - Yan Kang, Guorong Cui, Hao Li, Qiyue Yang, Jinyuan Li, Peiyao Wang:
融合自注意力机制和多路金字塔卷积的软件需求聚类算法 (Software Requirements Clustering Algorithm Based on Self-attention Mechanism and Multi- channel Pyramid Convolution). 计算机科学 47(3): 48-53 (2020) - Chenyuan Zhao, Qiyuan An, Kangjun Bai, Bryant Wysocki, Clare Thiem, Lingjia Liu, Yang Yi:
Energy Efficient Temporal Spatial Information Processing Circuits Based on STDP and Spike Iteration. IEEE Trans. Circuits Syst. II Express Briefs 67-II(10): 1715-1719 (2020) - Kangjun Bai, Qiyuan An, Lingjia Liu, Yang Yi:
A Training-Efficient Hybrid-Structured Deep Neural Network With Reconfigurable Memristive Synapses. IEEE Trans. Very Large Scale Integr. Syst. 28(1): 62-75 (2020) - Qiyuan An, Kangjun Bai, Moqi Zhang, Yang Yi, Yifang Liu:
Deep Neural Network Based Speech Recognition Systems Under Noise Perturbations. ISQED 2020: 377-382 - 2019
- Qiyu Kang, Wee Peng Tay:
Sequential Multi-Class Labeling in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 31(11): 2190-2199 (2019) - Kangjun Bai, Qiyuan An, Yang Yi:
Deep-DFR: A Memristive Deep Delayed Feedback Reservoir Computing System with Hybrid Neural Network Topology. DAC 2019: 54 - Qiyu Kang, Wee Peng Tay:
Orthogonal Projection in Linear Bandits. GlobalSIP 2019: 1-5 - Qiyu Kang, Wee Peng Tay:
Orthogonal Projection in Linear Bandits. CoRR abs/1906.10981 (2019)