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Kumar, Varun

  1. ReCode: Robustness Evaluation of Code Generation Models
    2022/12/20 by Shiqi Wang, Zheng Li, Wang, Shiqi +25 · 31 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering (cs.SE) #Software Engineering Research
  2. Multi-lingual Evaluation of Code Generation Models
    2022/10/26 by Ben Athiwaratkun, Athiwaratkun, Ben, Sanjay Krishna Gouda +47 · 16 citations
    Computer Science · #Software Engineering Research #Topic Modeling #Machine Learning and Data Classification
  3. LeDex: Training LLMs to Better Self-Debug and Explain Code
    2024/05/28 by Nan Jiang, Xiaopeng Li, Jiang, Nan +15 · 15 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  4. Data Augmentation using Pre-trained Transformer Models
    2020/03/04 by Varun Kumar, Ashutosh Choudhary, Kumar, Varun +3 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  5. Reasoning in Token Economies: Budget-Aware Evaluation of LLM Reasoning Strategies
    2024/06/10 by Junlin Wang, Siddhartha Jain, Wang, Junlin +9 · 13 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Auction Theory and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Organizational Management and Leadership
  6. MyCrunchGPT: A chatGPT assisted framework for scientific machine learning
    2023/06/27 by Varun Kumar, Kumar, Varun, Leonard Gleyzer +7 · 1 voice
    #cs.LG #cs.CL #physics.soc-ph
  7. The Amazon Nova Family of Models: Technical Report and Model Card
    2025/03/17 by Amazon AGI, AGI, Amazon, Langford, Aaron +867 · 22 citations
    Computer Science · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #BIM and Construction Integration #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  8. Mitigating Gender Bias in Distilled Language Models via Counterfactual Role Reversal
    2022/03/23 by Umang Gupta, Jwala Dhamala, Gupta, Umang +16 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text Readability and Simplification
  9. On Mitigating Code LLM Hallucinations with API Documentation
    2024/07/13 by Nihal Jain, Robert Kwiatkowski, Jain, Nihal +7 · 8 citations
    Computer Science · Engineering · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Electrostatic Discharge in Electronics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Security and Verification in Computing
  10. Fusion-DeepONet: A Data-Efficient Neural Operator for Geometry-Dependent Hypersonic and Supersonic Flows
    2025/01/03 by Ahmad Peyvan, Peyvan, Ahmad, Varun Kumar +2 · 10 citations
    Engineering · #Fluid Dynamics and Turbulent Flows #Plasma and Flow Control in Aerodynamics #Computational Fluid Dynamics and Aerodynamics
  11. Fewer Truncations Improve Language Modeling
    2024/04/16 by Hantian Ding, Ding, Hantian, Zijian Wang +11 · 5 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 #Topic Modeling
  12. Why Didn't You Listen to Me? Comparing User Control of Human-in-the-Loop Topic Models
    2019/05/23 by Kumar, Varun, Smith-Renner, Alison, Findlater, Leah +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  13. Learning Code Preference via Synthetic Evolution
    2024/10/04 by Jiawei Liu, Liu, Jiawei, Thanh Thi Nguyen +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Software Engineering (cs.SE)
  14. Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models
    2022/11/17 by Ninareh Mehrabi, Palash Goyal, Mehrabi, Ninareh +17 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  15. Greener yet Powerful: Taming Large Code Generation Models with Quantization
    2023/03/09 by Wei, Xiaokai, Gonugondla, Sujan, Ahmad, Wasi +13 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  16. A Static Evaluation of Code Completion by Large Language Models
    2023/06/05 by Ding, Hantian, Kumar, Varun, Tian, Yuchen +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  17. Cyber-Zero: Training Cybersecurity Agents without Runtime
    2025/07/29 by Zhuo, Terry Yue, Wang, Dingmin, Ding, Hantian +2 · 5 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. SEER: Sustainable E-commerce with Environmental-impact Rating
    2022/09/13 by Islam, Md Saiful, Mahbub, Adiba, Wohn, Caleb +5 · 1 citation
    #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  19. Training Language Model Agents to Find Vulnerabilities with CTF-Dojo
    2025/08/25 by Zhuo, Terry Yue, Wang, Dingmin, Ding, Hantian +2 · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  20. Visible Emission Line Coronagraph (VELC) onboard ADITYA-L1
    2025/03/27 by Singh, Jagdev, Ramesh, R., Prasad, B. Raghavendra +21 · 2 citations
    #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Solar and Stellar Astrophysics (astro-ph.SR)
  21. Planning-Aware Code Infilling via Horizon-Length Prediction
    2024/10/04 by Yifeng Ding, Ding, Yifeng, Hantian Ding +9 · 1 citation
    Computer Science · Engineering · #Advanced Measurement and Metrology Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE)
  22. SpecAgent: A Speculative Retrieval and Forecasting Agent for Code Completion
    2025/10/20 by Ma, George, Koul, Anurag, Chen, Qi +6 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)