Yihe Zhang

Deep Learning Aided Software Vulnerability Detection: A Survey

Md Nizam Uddin, Yihe Zhang, and Xiali Hei

International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment, 2025

Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data

Yihe Zhang, Bryce Turney, Purushottam Sigdel, Xu Yuan, Eric Rappin, Adrian Lago, Sytske Kimball, Li Chen, Paul Darby, Lu Peng, Sercan Aygun, Yazhou Tu, M. Hassan Najafi, Nian-Feng Tzeng

IEEE Transactions on Geoscience and Remote Sensing, 2025

An Open and Large-Scale Dataset for Multi-Modal Climate Change-aware Crop Yield Predictions

Fudong Lin, Kaleb Guillot, Summer Crawford, Yihe Zhang, Xu Yuan, and Nian-Feng Tzeng

30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Comprehensive transformer-based model architecture for real-world storm prediction

Fudong Lin, Xu Yuan, Yihe Zhang, Purushottam Sigdel, Li Chen, Lu Peng, and Nian-Feng Tzeng

Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2023

Devils in your apps: Vulnerabilities and user privacy exposure in mobile notification systems

Jiadong Lou, Xiaohan Zhang, Yihe Zhang, Xinghua Li, Xu Yuan, and Ning Zhang

53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023 (Best Paper Award and Distinguished Paper Award)

Mmst-vit: Climate change-aware crop yield prediction via multi-modal spatial-temporal vision transformer

Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy Bayoumi, Nian-Feng Tzeng

IEEE/CVF International Conference on Computer Vision, 2023

Platform-Oblivious Anti-Spam Gateway

Yihe Zhang, Xu Yuan, and Nianfeng Tzeng

37th Annual Computer Security Applications Conference, 2021

Reverse attack: Black-box attacks on collaborative recommendation

Yihe Zhang, Xu Yuan, Jin Li, Jiadong Lou, Li Chen, and Nian-Feng Tzeng

ACM SIGSAC Conference on Computer and Communications Security, 2021

Precise weather parameter predictions for target regions via neural networks

Yihe Zhang, Xu Yuan, Sytske K. Kimball, Eric Rappin, Li Chen, Paul Darby, Tom Johnsten, Lu Peng, Boisy Pitre, David Bourrie, and Nian-Feng Tzeng

Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2021

Towards poisoning the neural collaborative filtering-based recommender systems

Yihe Zhang, Jiadong Lou, Li Chen, Xu Yuan, Jin Li, Tom Johnsten, and Nian-Feng Tzeng

25th European Symposium on Research in Computer Security, 2020

Enabling encrypted boolean queries in geographically distributed databases

Xu Yuan, Xingliang Yuan, Yihe Zhang, Baochun Li, and Cong Wang

IEEE Transactions on Parallel and Distributed Systems, 2019

Tweetscore: Scoring tweets via social attribute relationships for twitter spammer detection

Yihe Zhang, Hao Zhang, Xu Yuan, and Nian-Feng Tzeng

ACM Asia Conference on Computer and Communications Security, 2019

Pseudo-honeypot: Toward efficient and scalable spam sniffer

Yihe Zhang, Hao Zhang, Xu Yuan, and Nian-Feng Tzeng

49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

Toward efficient spammers gathering in twitter social networks

Yihe Zhang, Hao Zhang, and Xu Yuan

Ninth ACM Conference on Data and Application Security and Privacy, 2019