Shifu Hou

Joined

July 2019

Names

Shifu Hou

Emails

****@case.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Case Western Reserve University (case.edu)

2019 – 2022

PhD student

West Virginia University (wvu.edu)

2014 – 2019

Advisors, Relations & Conflicts

Coauthor

2020 – 2021

Coauthor

2016 – 2021

PhD Advisor

2014 – 2021

Expertise

Cyber security

2014 – 2021

Machine learning

2014 – 2021

Publications

Obj2CAD: Object-Oriented Text-to-CAD Generation with Large Language Models
Shifu Hou, Lingwei Chen, Rick Johnson, Ramandeep Singh Makhija, Yanfang Ye, Nitesh V Chawla
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Prompt Learning Unlocked for App Promotion in the Wild
Zhongyu Ouyang, Shifu Hou, Shang Ma, Chaoran Chen, Chunhui Zhang, Toby Li, Xusheng Xiao, Chuxu Zhang, Yanfang Ye
- NeurIPS 2023 GLFrontiers Workshop Poster
- Readers: Everyone
A Head Start Matters: Dynamic-Calibrated Representation Alignment and Uniformity for Recommendations
Zhongyu Ouyang, Shifu Hou, Chunhui Zhang, Chuxu Zhang, Yanfang Ye
- MFPL Poster
- Readers: Everyone
Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network
Yiming Zhang, Yujie Fan, Wei Song, Shifu Hou, Yanfang Ye, Xin Li, Liang Zhao, Chuan Shi, Jiabin Wang, Qi Xiong
- 2019 (modified: 17 Apr 2023)
- WWW 2019
- Readers: Everyone
Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System
Yujie Fan, Shifu Hou, Yiming Zhang, Yanfang Ye, Melih Abdulhayoglu
- 2018 (modified: 17 Apr 2023)
- KDD 2018
- Readers: Everyone
Make Evasion Harder: An Intelligent Android Malware Detection System
Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
- 2018 (modified: 10 Nov 2022)
- IJCAI 2018
- Readers: Everyone
HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network
Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
- 2017 (modified: 16 Jul 2019)
- KDD 2017
- Readers: Everyone

Co-Authors