Kanade, Aditya
- 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 · 31 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
- MASAI: Modular Architecture for Software-engineering AI Agents
2024/06/17 by Arora, Daman, Sonwane, Atharv, Wadhwa, Nalin +5 · 18 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- GrACE: Generation using Associated Code Edits
2023/05/23 by Priyanshu Gupta, Gupta, Priyanshu, Avishree Khare +15 · 7 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research
- Guiding Language Models of Code with Global Context using Monitors
2023/06/19 by Lakshya A Agrawal, Agrawal, Lakshya A, Aditya Kanade +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, Singhal, Manav, Tushar Aggarwal +7 · 5 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
- Neural Program Repair by Jointly Learning to Localize and Repair
2019/04/03 by Marko Vasić, Vasic, Marko, Aditya Kanade +7 · 5 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
- Deep Reinforcement Learning for Programming Language Correction
2018/01/31 by Rahul Gupta, Gupta, Rahul, Aditya Kanade +3 · 5 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Software Engineering Research
- Learning and Evaluating Contextual Embedding of Source Code
2019/12/21 by Kanade, Aditya, Maniatis, Petros, Balakrishnan, Gogul +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
- Frustrated with Code Quality Issues? LLMs can Help!
2023/09/22 by N. K. Wadhwa, Jui Pradhan, Wadhwa, Nalin +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software System Performance and Reliability
- A framework for the extraction of Deep Neural Networks by leveraging public data
2019/05/22 by Soham Pal, Yash Gupta, Pal, Soham +9 · 2 citations
Computer Science · #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) #Machine Learning and Algorithms
- 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
- 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 · 3 citations
Computer Science · #Educational Technology and Assessment
- 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
- Semi-Supervised Verified Feedback Generation
2016/03/15 by Shalini Kaleeswaran, Kaleeswaran, Shalini, Anirudh Santhiar +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Teaching and Learning Programming
- StaticFixer: From Static Analysis to Static Repair
2023/07/24 by Jain, Naman, Gandhi, Shubham, Sonwane, Atharv +5 · 2 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- 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
- Do You See Me : A Multidimensional Benchmark for Evaluating Visual Perception in Multimodal LLMs
2025/05/28 by Aditya Kanade, Tanuja Ganu, Kanade, Aditya +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)
- Robust Learning of Diverse Code Edits
2025/03/05 by Aggarwal, Tushar, Singh, Swayam, Awasthi, Abhijeet +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)