Shifu Hou - RankMe

38 papers A* 13A 4B 5Journal 8Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks. AAAI Shifu Hou, Rick Johnson, Ramandeep Makhija, Lingwei Chen, Yanfang Ye
2025	A*	`conf`	Careful About What App Promotion Ads Recommend! Detecting and Explaining Malware Promotion via App Promotion Graph. NDSS Shang Ma, Chaoran Chen, Shao Yang, Shifu Hou, Toby Jia-Jun Li, Xusheng Xiao, Tao Xie, Yanfang Ye
2025	J	`jnl`	LLMs4All: A Review on Large Language Models for Research and Applications in Academic Disciplines. CoRR Yanfang Ye, Zheyuan Zhang, Tianyi Ma, Zehong Wang, Yiyang Li, Shifu Hou, Weixiang Sun, Kaiwen Shi, Yijun Ma, Wei Song, Ahmed Abbasi, Ying Cheng, Jane Cleland-Huang, Steven Corcelli, Robert Goulding, Ming Hu, Ting Hua, John Lalor, Fang Liu, Tengfei Luo, Ed Maginn, Nuno Moniz, Jason Rohr, Brett Savoie, Daniel Slate, Tom Stapleford, Matthew Webber, Olaf Wiest, Johnny Zhang, Nitesh V. Chawla
2024	J	`jnl`	Careful About What App Promotion Ads Recommend! Detecting and Explaining Malware Promotion via App Promotion Graph. CoRR Shang Ma, Chaoran Chen, Shao Yang, Shifu Hou, Toby Jia-Jun Li, Xusheng Xiao, Tao Xie, Yanfang Ye
2024	A*	`conf`	Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns. KDD Zheyuan Zhang, Zehong Wang, Shifu Hou, Evan Hall, Landon Bachman, Jasmine White, Vincent Galassi, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye
2024	J	`jnl`	Diet-ODIN: A Novel Framework for Opioid Misuse Detection with Interpretable Dietary Patterns. CoRR Zheyuan Zhang, Zehong Wang, Shifu Hou, Evan Hall, Landon Bachman, Vincent Galassi, Jasmine White, Nitesh V. Chawla, Chuxu Zhang, Yanfang Ye
2024	A	`conf`	How to Improve Representation Alignment and Uniformity in Graph-Based Collaborative Filtering? ICWSM Zhongyu Ouyang, Chunhui Zhang, Shifu Hou, Chuxu Zhang, Yanfang Ye
2024	—	`conf`	Symbolic Prompt Tuning Completes the App Promotion Graph. ECML/PKDD (10) Zhongyu Ouyang, Chunhui Zhang, Shifu Hou, Shang Ma, Chaoran Chen, Toby Li, Xusheng Xiao, Chuxu Zhang, Yanfang Ye
2023	—	`conf`	Leveraging Comment Retrieval for Code Summarization. ECIR (2) Shifu Hou, Lingwei Chen, Mingxuan Ju, Yanfang Ye
2022	A*	`conf`	Adaptive Kernel Graph Neural Network. AAAI Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Yanfang Ye, Liang Zhao
2022	B	`conf`	Summarizing Source Code from Structure and Context. IJCNN Shifu Hou, Lingwei Chen, Yanfang Ye
2021	J	`jnl`	Adaptive Kernel Graph Neural Network. CoRR Mingxuan Ju, Shifu Hou, Yujie Fan, Jianan Zhao, Liang Zhao, Yanfang Ye
2021	A*	`conf`	Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond. AAAI Shifu Hou, Yujie Fan, Mingxuan Ju, Yanfang Ye, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong, Fudong Shao
2021	A*	`conf`	Dr.Emotion: Disentangled Representation Learning for Emotion Analysis on Social Media to Improve Community Resilience in the COVID-19 Era and Beyond. WWW Mingxuan Ju, Wei Song, Shiyu Sun, Yanfang Ye, Yujie Fan, Shifu Hou, Kenneth A. Loparo, Liang Zhao
2021	A*	`conf`	Heterogeneous Temporal Graph Transformer: An Intelligent System for Evolving Android Malware Detection. KDD Yujie Fan, Mingxuan Ju, Shifu Hou, Yanfang Ye, Wenqiang Wan, Kui Wang, Yinming Mei, Qi Xiong
2020	J	`jnl`	$\alpha$-Satellite: An AI-Driven System and Benchmark Datasets for Dynamic COVID-19 Risk Assessment in the United States. IEEE J. Biomed. Health Informatics Yanfang Ye, Shifu Hou, Yujie Fan, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
2020	A	`conf`	Community Mitigation: A Data-driven System for COVID-19 Risk Assessment in a Hierarchical Manner. CIKM Yanfang Ye, Yujie Fan, Shifu Hou, Yiming Zhang, Yiyue Qian, Shiyu Sun, Qian Peng, Mingxuan Ju, Wei Song, Kenneth A. Loparo
2020	—	`conf`	Cyber-guided Deep Neural Network for Malicious Repository Detection in GitHub. ICKG Yiming Zhang, Yujie Fan, Shifu Hou, Yanfang Ye, Xusheng Xiao, Pan Li, Chuan Shi, Liang Zhao, Shouhuai Xu
2020	J	`jnl`	α-Satellite: An AI-driven System and Benchmark Datasets for Hierarchical Community-level Risk Assessment to Help Combat COVID-19. CoRR Yanfang Ye, Shifu Hou, Yujie Fan, Yiyue Qian, Yiming Zhang, Shiyu Sun, Qian Peng, Kenneth A. Loparo
2019	A*	`conf`	Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection. IJCAI Yanfang Ye, Shifu Hou, Lingwei Chen, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao
2019	A*	`conf`	Your Style Your Identity: Leveraging Writing and Photography Styles for Drug Trafficker Identification in Darknet Markets over Attributed Heterogeneous Information Network. WWW Yiming Zhang, Yujie Fan, Wei Song, Shifu Hou, Yanfang Ye, Xin Li, Liang Zhao, Chuan Shi, Jiabin Wang, Qi Xiong
2019	A*	`conf`	iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow. IJCAI Yujie Fan, Yiming Zhang, Shifu Hou, Lingwei Chen, Yanfang Ye, Chuan Shi, Liang Zhao, Shouhuai Xu
2019	B	`conf`	iTrustSO: an intelligent system for automatic detection of insecure code snippets in stack overflow. ASONAM Lingwei Chen, Shifu Hou, Yanfang Ye, Thirimachos Bourlai, Shouhuai Xu, Liang Zhao
2018	J	`jnl`	AiDroid: When Heterogeneous Information Network Marries Deep Neural Network for Real-time Android Malware Detection. CoRR Yanfang Ye, Shifu Hou, Lingwei Chen, Jingwei Lei, Wenqiang Wan, Jiabin Wang, Qi Xiong, Fudong Shao
2018	J	`jnl`	DeepAM: a heterogeneous deep learning framework for intelligent malware detection. Knowl. Inf. Syst. Yanfang Ye, Lingwei Chen, Shifu Hou, William Hardy, Xin Li
2018	B	`conf`	DroidEye: Fortifying Security of Learning-Based Classifier Against Adversarial Android Malware Attacks. ASONAM Lingwei Chen, Shifu Hou, Yanfang Ye, Shouhuai Xu
2018	A*	`conf`	Gotcha - Sly Malware!: Scorpion A Metagraph2vec Based Malware Detection System. KDD Yujie Fan, Shifu Hou, Yiming Zhang, Yanfang Ye, Melih Abdulhayoglu
2018	A	`conf`	ICSD: An Automatic System for Insecure Code Snippet Detection in Stack Overflow over Heterogeneous Information Network. ACSAC Yanfang Ye, Shifu Hou, Lingwei Chen, Xin Li, Liang Zhao, Shouhuai Xu, Jiabin Wang, Qi Xiong
2018	A*	`conf`	Make Evasion Harder: An Intelligent Android Malware Detection System. IJCAI Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
2018	B	`conf`	iDetector: Automate Underground Forum Analysis Based on Heterogeneous Information Network. ASONAM Yiming Zhang, Yujie Fan, Shifu Hou, Jian Liu, Yanfang Ye, Thirimachos Bourlai
2017	—	`conf`	An Adversarial Machine Learning Model Against Android Malware Evasion Attacks. APWeb/WAIM Workshops Lingwei Chen, Shifu Hou, Yanfang Ye, Lifei Chen
2017	—	`conf`	Deep Analysis and Utilization of Malware's Social Relation Network for Its Detection. APWeb/WAIM Workshops Shifu Hou, Lingwei Chen, Yanfang Ye, Lifei Chen
2017	B	`conf`	Deep Neural Networks for Automatic Android Malware Detection. ASONAM Shifu Hou, Aaron Saas, Lingwei Chen, Yanfang Ye, Thirimachos Bourlai
2017	A*	`conf`	HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network. KDD Shifu Hou, Yanfang Ye, Yangqiu Song, Melih Abdulhayoglu
2017	A	`conf`	SecureDroid: Enhancing Security of Machine Learning-based Detection against Adversarial Android Malware Attacks. ACSAC Lingwei Chen, Shifu Hou, Yanfang Ye
2016	—	`conf`	Deep4MalDroid: A Deep Learning Framework for Android Malware Detection Based on Linux Kernel System Call Graphs. WI Workshops Shifu Hou, Aaron Saas, Lifei Chen, Yanfang Ye
2016	—	`conf`	DroidDelver: An Android Malware Detection System Using Deep Belief Network Based on API Call Blocks. WAIM Workshops Shifu Hou, Aaron Saas, Yanfang Ye, Lifei Chen
2015	—	`conf`	Cluster-oriented ensemble classifiers for intelligent malware detection. ICSC Shifu Hou, Lifei Chen, Egemen Tas, Igor Demihovskiy, Yanfang Ye