Kevin Leach
- An Evaluation Dataset for Intent Classification and Out-of-Scope\n Prediction
2019/09/04 by Stefan Larson, Larson, Stefan, Anish Mahendran +19 · 36 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Revisiting Deep Learning for Variable Type Recovery
2023/04/07 by Kevin Cao, Cao, Kevin, Kevin Leach +1 · 2 citations
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning
- MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning
2024/09/20 by Eric Li, Yifan Zhang, Li, Jiliang +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Generating Hard-Negative Out-of-Scope Data with ChatGPT for Intent Classification
2024/03/08 by Zhijian Li, Li, Zhijian, Stefan Larson +3 · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification
- Revisiting Lightweight Compiler Provenance Recovery on ARM Binaries
2023/05/06 by Jason Z. Kim, Daniel Genkin, Kim, Jason +3 · 1 citation
Computer Science · #Software Engineering Research #Advanced Malware Detection Techniques #Software System Performance and Reliability
- Optimizing Code Runtime Performance through Context-Aware Retrieval-Augmented Generation
2025/01/28 by Maya Acharya, Acharya, Manish, Yifan Zhang +5 · 1 citation
Computer Science · Decision Sciences · #Software System Performance and Reliability #Distributed and Parallel Computing Systems #Scientific Computing and Data Management