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Koushik Sen — most-cited papers & profile · AI for Code
← authors
·
overview
Koushik Sen
12
papers ·
528
citations ·
65
h-index
University of California, Berkeley
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DeepBugs: A Learning Approach to Name-based Bug Detection
2018 · 323 citations
Ansor: Generating High-Performance Tensor Programs for Deep Learning
2020 · 82 citations
Context2Name: A Deep Learning-Based Approach to Infer Natural Variable Names from Usage Contexts
2018 · 44 citations
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
2024 · 28 citations
Benchmarking Language Models for Code Syntax Understanding
2022 · 12 citations
LLM4Fuzz: Guided Fuzzing of Smart Contracts with Large Language Models
2024 · 8 citations
Syzygy: Dual Code-Test C to (safe) Rust Translation using LLMs and Dynamic Analysis
2024 · 5 citations
LLM-Assisted Code Cleaning For Training Accurate Code Generators
2023 · 4 citations
CodeScholar: Growing Idiomatic Code Examples
2023
Top co-authors
Ion Stoica
· 4
Naman Jain
· 3
Joseph E. Gonzalez
· 2
Manish Shetty
· 2
Michael Pradel
· 2
Tianjun Zhang
· 2
Adwait Godbole
· 1
Alex Gu
· 1
Ameer Haj-Ali
· 1
Armando Solar-Lezama
· 1
Chaofan Shou
· 1
Chengfan Jia
· 1
Topics
Software Engineering
Code Generation
Code Models
Testing
Code Understanding
Program Repair
Bug Detection
Code Translation