Qilin Zhou

According to our database, Qilin Zhou authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Scalable and Precise Patch Robustness Certification for Deep Learning Models with Top-k Predictions.

Qilin Zhou, Haipeng Wang, Zhengyuan Wei, Wing-Kwong Chan

CoRR, July, 2025

Classification of Major Depressive Disorder Using Graph Attention Mechanism with Multi-Site rs-fMRI Data.

Shiyue Su, Yicai Ning, Zijian Guo, Weifeng Yang, Manyun Zhu, Qilin Zhou, Xuan He

Neuroinformatics, April, 2025

Context-Aware Fuzzing for Robustness Enhancement of Deep Learning Models.

Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Wing-Kwong Chan

ACM Trans. Softw. Eng. Methodol., January, 2025

2024

Hardware-Efficient Multipliers With FPGA-Based Approximation for Error-Resilient Applications.

Yi Guo, Qilin Zhou, Xiu Chen, Heming Sun

IEEE Trans. Circuits Syst. I Regul. Pap., December, 2024

CrossCert: A Cross-Checking Detection Approach to Patch Robustness Certification for Deep Learning Models.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, Bo Jiang, Wing-Kwong Chan

Proc. ACM Softw. Eng., 2024

A3Rank: Augmentation Alignment Analysis for Prioritizing Overconfident Failing Samples for Deep Learning Models.

Zhengyuan Wei, Haipeng Wang, Qilin Zhou, W. K. Chan

CoRR, 2024

An intelligent prediction model of epidemic characters based on multi-feature.

Xiaoying Wang, Chunmei Li, Yilei Wang, Lin Yin, Qilin Zhou, Rui Zheng, Qingwu Wu, Yuqi Zhou, Min Dai

CAAI Trans. Intell. Technol., 2024

Delving into Parameter-Efficient Fine-Tuning in Code Change Learning: An Empirical Study.

Shuo Liu, Jacky Keung, Zhen Yang, Fang Liu, Qilin Zhou, Yihan Liao

Proceedings of the IEEE International Conference on Software Analysis, 2024

Power-Efficient and Small-Area Approximate Multiplier Design with FPGA-Based Compressors.

Yi Guo, Xiu Chen, Qilin Zhou, Heming Sun

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

High-Efficiency FPGA - Based Approximate Multipliers with LUT Sharing and Carry Switching.

Yi Guo, Qilin Zhou, Xiu Chen, Heming Sun

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Resource management optimisation for federated learning-enabled multi-access edge computing in internet of vehicles.

Qilin Zhou, Lili Wang, Shoulin Wu

Int. J. Sens. Networks, 2023

Aster: Encoding Data Augmentation Relations into Seed Test Suites for Robustness Assessment and Fuzzing of Data-Augmented Deep Learning Models.

Haipeng Wang, Zhengyuan Wei, Qilin Zhou, Bo Jiang, Wing Kwong Chan

Proceedings of the 23rd IEEE International Conference on Software Quality, 2023

A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models.

Qilin Zhou, Zhengyuan Wei, Haipeng Wang, W. K. Chan

Proceedings of the 38th IEEE/ACM International Conference on Automated Software Engineering, 2023

2021

Duty Cycle Optimization for Blood Pressure Sensors in Wireless Body Area Networks Based on Reinforcement Learning.

Lili Wang, Siyao Xi, Wei Liu, Qilin Zhou

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

2019

Ictal High-Frequency Oscillation for Lateralizing Patients With Suspected Bitemporal Epilepsy Using Wavelet Transform and Granger Causality Analysis.

Tao Han, Zhe-Xue Li, Jialin Du, Qilin Zhou, Tao Yu, Chunyan Liu, Yuping Wang

Frontiers Neuroinformatics, 2019