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Boyu Hou
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Journal Articles
- 2023
- [j5]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): 80 (2023) - [j4]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): 147-160 (2023) - [j3]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): 9040-9053 (2023) - 2022
- [j2]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): 3562-3571 (2022) - 2021
- [j1]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: 1736-1751 (2021)
Conference and Workshop Papers
- 2023
- [c10]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: 1-5 - [c9]Longze He, Boyu Hou
, Junwei Dong, Liang Feng:
Two-stage Neural Architecture Optimization with Separated Training and Search. IJCNN 2023: 1-8 - 2022
- [c8]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: 566-582 - 2021
- [c7]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: 599-607 - [c6]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: 422-433 - 2020
- [c5]Junwei Dong, Liangjie Zhang, Boyu Hou, Liang Feng:
A Memetic Algorithm for Evolving Deep Convolutional Neural Network in Image Classification. SSCI 2020: 2663-2669 - 2017
- [c4]Boyu Hou, Yong Shi, Kai Qian, Lixin Tao:
Towards Analyzing MongoDB NoSQL Security and Designing Injection Defense Solution. BigDataSecurity/HPSC/IDS 2017: 90-95 - 2016
- [c3]Chunyan Deng, Zhiguo Zhou, Wenqing Li, Boyu Hou:
A Panoramic Geology Field Trip System Using Image-Based Rendering. COMPSAC Workshops 2016: 264-268 - [c2]Boyu Hou, Kai Qian, Lei Li, Yong Shi, Lixin Tao, Jigang Liu:
MongoDB NoSQL Injection Analysis and Detection. CSCloud 2016: 75-78 - [c1]Qichang Zheng, Sheng Li, Boyu Hou, Haoxiang Lang, Ying Wang:
An autonomous robot tracking system through fusing vision with sonar measurements. IJCNN 2016: 4921-4926
Informal and Other Publications
- 2022
- [i1]Rakib Hyder, Ken Shao, Boyu Hou, Panos P. Markopoulos, Ashley Prater-Bennette, M. Salman Asif:
Incremental Task Learning with Incremental Rank Updates. CoRR abs/2207.09074 (2022)
Coauthor Index
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