Boyu Hou

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 16

Top Topics

Neural Architecture

Language Learners

Land Use Change

Top Venues

COMPSAC Workshops

BigDataSecurity/HPSC/IDS

Publications

Shouzhi Chang, Jian Zhao, Mingming Jia, Dehua Mao, Zongming Wang, Boyu Hou
Land Use Change and Hotspot Identification in Harbin-Changchun Urban Agglomeration in China from 1990 to 2020. ISPRS Int. J. Geo Inf. 12 (2) (2023)
Longze He, Boyu Hou, Junwei Dong, Liang Feng
Two-stage Neural Architecture Optimization with Separated Training and Search. IJCNN (2023)
Boyu Hou, Chengyu Wang, Xiaoqing Chen, Minghui Qiu, Liang Feng, Jun Huang
Prompt-Distiller: Few-Shot Knowledge Distillation for Prompt-Based Language Learners with Dual Contrastive Learning. ICASSP (2023)
Junwei Dong, Boyu Hou, Liang Feng, Huajin Tang, Kay Chen Tan, Yew-Soon Ong
A Cell-Based Fast Memetic Algorithm for Automated Convolutional Neural Architecture Design. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Jiqiang Gao, Boyu Hou, Xiaojie Guo, Zheli Liu, Ying Zhang, Kai Chen, Jin Li
Secure Aggregation is Insecure: Category Inference Attack on Federated Learning. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
Incremental Task Learning with Incremental Rank Updates. CoRR (2022)
Boyu Hou, Jiqiang Gao, Xiaojie Guo, Thar Baker, Ying Zhang, Yanlong Wen, Zheli Liu
Mitigating the Backdoor Attack by Federated Filters for Industrial IoT Applications. IEEE Trans. Ind. Informatics 18 (5) (2022)
Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif
Incremental Task Learning with Incremental Rank Updates. ECCV (23) (2022)
Ziyun Xu, Chengyu Wang, Peng Li, Yang Li, Ming Wang, Boyu Hou, Minghui Qiu, Chengguang Tang, Jun Huang
When Few-Shot Learning Meets Large-Scale Knowledge-Enhanced Pre-training: Alibaba at FewCLUE. NLPCC (2) (2021)
Boyu Hou, Junwei Dong, Liang Feng, Minghui Qiu
Efficient Two-Stage Evolutionary Search of Convolutional Neural Architectures Based on Cell Independence Analysis. ICONIP (5) (2021)
Xiaojie Guo, Zheli Liu, Jin Li, Jiqiang Gao, Boyu Hou, Changyu Dong, Thar Baker
VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Junwei Dong, Liangjie Zhang, Boyu Hou, Liang Feng
A Memetic Algorithm for Evolving Deep Convolutional Neural Network in Image Classification. SSCI (2020)
Boyu Hou, Yong Shi, Kai Qian, Lixin Tao
Towards Analyzing MongoDB NoSQL Security and Designing Injection Defense Solution. BigDataSecurity/HPSC/IDS (2017)
Qichang Zheng, Sheng Li, Boyu Hou, Haoxiang Lang, Ying Wang
An autonomous robot tracking system through fusing vision with sonar measurements. IJCNN (2016)
Boyu Hou, Kai Qian, Lei Li, Yong Shi, Lixin Tao, Jigang Liu
MongoDB NoSQL Injection Analysis and Detection. CSCloud (2016)
Chunyan Deng, Zhiguo Zhou, Wenqing Li, Boyu Hou
A Panoramic Geology Field Trip System Using Image-Based Rendering. COMPSAC Workshops (2016)