Qilin Zhou

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Wavelet Transform

Granger Causality

Learning Models

Top Venues

Frontiers Neuroinformatics

Publications

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. CoRR (2024)
Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao
Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study. SANER (2024)
Yi Guo, Qilin Zhou, Xiu Chen, Heming Sun
High-Efficiency FPGA - Based Approximate Multipliers with LUT Sharing and Carry Switching. DATE (2024)
Yi Guo, Xiu Chen, Qilin Zhou, Heming Sun
Power-Efficient and Small-Area Approximate Multiplier Design with FPGA-Based Compressors. ISCAS (2024)
Xiaoying Wang, Chunmei Li, Yilei Wang, Lin Yin, Qilin Zhou, Rui Zheng, Qingwu Wu, Yuqi Zhou, Min Dai
An intelligent prediction model of epidemic characters based on multi-feature. CAAI Trans. Intell. Technol. 9 (3) (2024)
Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Wing-Kwong Chan
Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models. CoRR (2024)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan
CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models. CoRR (2024)
Zhengyuan Wei, Haipeng Wang, Qilin Zhou, W. K. Chan
A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models. CoRR (2024)
Qilin Zhou, Lili Wang, Shoulin Wu
Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles. Int. J. Sens. Networks 42 (1) (2023)
Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Bo Jiang, Wing Kwong Chan
Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models. QRS (2023)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, W. K. Chan
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. ASE (2023)
Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Wing Kwong Chan
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models. CoRR (2023)
Lili Wang, Siyao Xi, Wei Liu, Qilin Zhou
Duty Cycle Optimization for Blood Pressure Sensors in Wireless Body Area Networks Based on Reinforcement Learning. ICPS (2021)
Tao Han, Zhe-Xue Li, Jialin Du, Qilin Zhou, Tao Yu, Chunyan Liu, Yuping Wang
Ictal High-Frequency Oscillation for Lateralizing Patients With Suspected Bitemporal Epilepsy Using Wavelet Transform and Granger Causality Analysis. Frontiers Neuroinformatics 13 (2019)