Aditya Kanade
- FLAME: A small language model for spreadsheet formulas
2023/01/31 by Harshit Joshi, Joshi, Harshit, Abishai Ebenezer +13 · 9 voices · 4 citations
Computer Science · Decision Sciences · #Spreadsheets and End-User Computing #Data Quality and Management #Information Retrieval and Search Behavior
- CodePlan: Repository-level Coding using LLMs and Planning
2023/09/21 by Ramakrishna Bairi, Bairi, Ramakrishna, Atharv Sonwane +17 · 1 voice · 25 citations
Computer Science · #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #cs.SE
- Guiding Language Models of Code with Global Context using Monitors
2023/06/19 by Lakshya A Agrawal, Aditya Kanade, Agrawal, Lakshya A +7 · 5 citations
Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.2 #I.2.5 #I.2.7 #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- CodeQueries: A Dataset of Semantic Queries over Code
2022/09/17 by Surya Prakash Sahu, Madhurima Mandal, Sahu, Surya Prakash +9 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness
2024/01/29 by Manav Singhal, Tushar Aggarwal, Singhal, Manav +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices #Software Reliability and Analysis Research
- MintHint: Automated Synthesis of Repair Hints
2013/06/06 by Shalini Kaleeswaran, Varun Tulsian, Kaleeswaran, Shalini +5 · 1 citation
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Software Reliability and Analysis Research
- Code Researcher: Deep Research Agent for Large Systems Code and Commit History
2025/05/27 by Ramneet Singh, Singh, Ramneet, Sathvik Joel +11 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- Deep Reinforcement Learning for Programming Language Correction
2018/01/31 by Rahul Gupta, Gupta, Rahul, Aditya Kanade +3 · 2 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
- Greybox fuzzing as a contextual bandits problem
2018/06/11 by Ketan Patil, Patil, Ketan, Aditya Kanade +1 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
- Class-Level Code Generation from Natural Language Using Iterative, Tool-Enhanced Reasoning over Repository
2024/04/22 by Ajinkya Deshpande, Deshpande, Ajinkya, Anmol Agarwal +11 · 2 citations
Computer Science · #Educational Technology and Assessment
- Neural Program Repair by Jointly Learning to Localize and Repair
2019/04/03 by Marko Vasić, Aditya Kanade, Vasic, Marko +7 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Software Engineering Research
- Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs
2025/05/28 by Aditya Kanade, Kanade, Aditya, Tanuja Ganu +1 · 3 citations
Psychology · Computer Science · #Color perception and design #Safety Warnings and Signage #Data Visualization and Analytics
- Stateful Detection of Model Extraction Attacks
2021/07/12 by Soham Pal, Pal, Soham, Yash Gupta +5 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)