Shar, Lwin Khin

1. The Price of Prompting: Profiling Energy Use in Large Language Models Inference
   2024/07/04 by Husom, Erik Johannes, Goknil, Arda, Shar, Lwin Khin +1 · 6 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
2. CleanVul: Automatic Function-Level Vulnerability Detection in Code Commits Using LLM Heuristics
   2024/11/26 by Li, Yikun, Zhang, Ting, Widyasari, Ratnadira +13 · 8 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
3. Let the Trial Begin: A Mock-Court Approach to Vulnerability Detection using LLM-Based Agents
   2025/05/16 by Widyasari, Ratnadira, Weyssow, Martin, Irsan, Ivana Clairine +6 · 7 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
4. Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency
   2025/04/04 by Erik Johannes Husom, Arda Göknil, Husom, Erik Johannes +13 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
5. Benchmarking Large Language Models for Multi-Language Software Vulnerability Detection
   2025/03/03 by Zhang, Ting, Yang, Chengran, Su, Yindu +8 · 5 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
6. R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation
   2025/04/07 by Martin Weyssow, Weyssow, Martin, Chengran Yang +27 · 5 citations
   Computer Science · #Software Engineering Research #Information and Cyber Security #Adversarial Robustness in Machine Learning
7. Back to the Basics: Rethinking Issue-Commit Linking with LLM-Assisted Retrieval
   2025/07/12 by Huang, Huihui, Widyasari, Ratnadira, Zhang, Ting +8 · 3 citations
   #FOS: Computer and information sciences #Software Engineering (cs.SE)
8. VLM-Fuzz: Vision Language Model Assisted Recursive Depth-first Search Exploration for Effective UI Testing of Android Apps
   2025/04/16 by Biniam Fisseha Demissie, Demissie, Biniam Fisseha, Yan Naing Tun +5 · 2 citations
   Computer Science · #Software Testing and Debugging Techniques #Advanced Malware Detection Techniques #Software Engineering Research
9. Runtime Anomaly Detection for Drones: An Integrated Rule-Mining and Unsupervised-Learning Approach
   2025/05/03 by Wei Minn, Tan, Ivan, Christopher M. Poskitt +6 · 1 citation
   Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Network Security and Intrusion Detection