Chen, Yizheng
- Vulnerability Detection with Code Language Models: How Far Are We?
2024/03/27 by Yangruibo Ding, Ding, Yangruibo, Yanjun Fu +15 · 50 citations
Computer Science · #Network Security and Intrusion Detection #Advanced Malware Detection Techniques #Web Application Security Vulnerabilities
- DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection
2023/04/01 by Yizheng Chen, Zhoujie Ding, Chen, Yizheng +6 · 30 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Constrained Decoding for Secure Code Generation
2024/04/30 by Yanjun Fu, Fu, Yanjun, Ethan Baker +3 · 13 citations
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Coding theory and cryptography #Cryptographic Implementations and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Continuous Learning for Android Malware Detection
2023/02/08 by Chen, Yizheng, Ding, Zhoujie, Wagner, David · 9 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- SecRepoBench: Benchmarking Code Agents for Secure Code Completion in Real-World Repositories
2025/04/29 by Shen, Chihao, Dilgren, Connor, Chiniya, Purva +3 · 12 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Automated radiotherapy treatment planning guided by GPT-4Vision
2024/06/21 by Liu, Sheng, Pastor-Serrano, Oscar, Chen, Yizheng +10 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Medical Physics (physics.med-ph)
- Neutaint: Efficient Dynamic Taint Analysis with Neural Networks
2019/07/08 by She, Dongdong, Chen, Yizheng, Shah, Abhishek +2 · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Why Are Web AI Agents More Vulnerable Than Standalone LLMs? A Security Analysis
2025/02/27 by Jonathan Chiang, Seungjae Lee, Chiang, Jeffrey Yang Fan +7 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Spam and Phishing Detection #Web Application Security Vulnerabilities
- MixTrain: Scalable Training of Verifiably Robust Neural Networks
2018/11/06 by Shiqi Wang, Yizheng Chen, Wang, Shiqi +5 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence in Healthcare and Education #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- ML-Based Behavioral Malware Detection Is Far From a Solved Problem
2024/05/09 by Yiğitcan Kaya, Yizheng Chen, Kaya, Yigitcan +12 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Digital and Cyber Forensics
- Fractional Reasoning via Latent Steering Vectors Improves Inference Time Compute
2025/06/18 by Liu, Sheng, Chen, Tianlang, Lu, Pan +4 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- LDM: Large Tensorial SDF Model for Textured Mesh Generation
2024/05/23 by Rengan Xie, Xie, Rengan, Wenting Zheng +13 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Architecture and Computational Design #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Graphics (cs.GR)
- ST-NeRP: Spatial-Temporal Neural Representation Learning with Prior Embedding for Patient-specific Imaging Study
2024/10/25 by Liang Qiu, Qiu, Liang, Liyue Shen +9 · 1 citation
Engineering · Computer Science · Medicine · #Medical Imaging and Analysis #AI in cancer detection #Radiomics and Machine Learning in Medical Imaging
- Locus: Agentic Predicate Synthesis for Directed Fuzzing
2025/08/29 by Jie Zhu, Chihao Shen, Zhu, Jie +9 · 3 citations
Computer Science · #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques #Web Application Security Vulnerabilities