Wei Le

Associate Professor, Iowa State University

Joined

July 2019

Names

Wei Le

Emails

****@iastate.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Associate Professor

Iowa State University (iastate.edu)

Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
Monoshi Kumar Roy, Simin Chen, Benjamin Steenhoek, Jinjun Peng, Gail Kaiser, Baishakhi Ray, Wei Le
- ICLR 2026 Poster
- Readers: Everyone
From Pseudo-Code to Source Code: A Self-Supervised Search Approach
Adithya Kulkarni, Mohna Chakraborty, Yonas Afewerki Sium, Sai Charishma Valluri, Wei Le, Qi Li
- DL4C @ ICLR 2025
- Readers: Everyone
To Err is Machine: Vulnerability Detection Challenges LLM Reasoning
Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Hengbo Tong, Swarna Das, Earl T. Barr, Wei Le
- Submitted to ICLR 2025
- Readers: Everyone
Towards Causal Deep Learning for Vulnerability Detection
Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le
- ICSE 2024
- Readers: Everyone
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection
Benjamin Steenhoek, Hongyang Gao, Wei Le
- ICSE 2024
- Readers: Everyone
A Comprehensive Study of the Capabilities of Large Language Models for Vulnerability Detection
Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Earl T. Barr, Wei Le
- CoRR 2024
- Readers: Everyone
TRACED: Execution-aware Pre-training for Source Code
Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray
- Published: 01 Jan 2024, Last Modified: 23 Mar 2024
- ICSE 2024
- Readers: Everyone
Reducing branch divergence to speed up parallel execution of unit testing on GPUs
Taghreed Bagies, Wei Le, Jeremy Sheaffer, Ali Jannesari
- J. Supercomput. 2023
- Readers: Everyone
An Empirical Study of Deep Learning Models for Vulnerability Detection
Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le
- ICSE 2023
- Readers: Everyone
S-SOLVER: Numerically Stable Adaptive Step Size Solver for Neural ODEs
Eliska Kloberdanz, Wei Le
- ICANN (9) 2023
- Readers: Everyone

View all 61 publications

Co-Authors

View all 73 co-authors