Wei Le

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 42

Top Topics

Learning Models

Dependency Analysis

Top Venues

IEEE Trans. Software Eng.

Publications

Benjamin Steenhoek, Md Mahbubur Rahman, Monoshi Kumar Roy, Mirza Sanjida Alam, Earl T. Barr, Wei Le
A Comprehensive Study of the Capabilities of Large Language Models for Vulnerability Detection. CoRR (2024)
Benjamin Steenhoek, Hongyang Gao, Wei Le
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection. ICSE (2024)
Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray
TRACED: Execution-aware Pre-training for Source Code. ICSE (2024)
Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le
Towards Causal Deep Learning for Vulnerability Detection. ICSE (2024)
Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
An Effective Data-Driven Approach for Localizing Deep Learning Faults. CoRR (2023)
Wei Qian, Chenxu Zhao, Wei Le, Meiyi Ma, Mengdi Huai
Towards Understanding and Enhancing Robustness of Deep Learning Models against Malicious Unlearning Attacks. KDD (2023)
Ashwin Kallingal Joshy, Mirza Sanjida Alam, Shaila Sharmin, Qi Li, Wei Le
ActiveClean: Generating Line-Level Vulnerability Data via Active Learning. CoRR (2023)
Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray
TRACED: Execution-aware Pre-training for Source Code. CoRR (2023)
Wanqing Liu, Wei Le
Enterprise Digital Transformation Risk Identification and Dynamic Assessment Model under Big Data Perspective. ICBAR (2023)
Xiuyuan Guo, Ashwin Kallingal Joshy, Benjamin Steenhoek, Wei Le, Lori Flynn
A Study of Static Warning Cascading Tools (Experience Paper). CoRR (2023)
Ashwin Kallingal Joshy, Benjamin Steenhoek, Xiuyuan Guo, Wei Le
Reproducing Failures in Fault Signatures. CoRR (2023)
Jiongchi Yu, Yuechen Wu, Xiaofei Xie, Wei Le, Lei Ma, Yingfeng Chen, Jingyu Hu, Fan Zhang
GameRTS: A Regression Testing Framework for Video Games. ICSE (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le
An Empirical Study of Deep Learning Models for Vulnerability Detection. ICSE (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Shaila Sharmin, Wei Le
Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection. CoRR (2023)
Taghreed Bagies, Wei Le, Jeremy Sheaffer, Ali Jannesari
Reducing branch divergence to speed up parallel execution of unit testing on GPUs. J. Supercomput. 79 (16) (2023)
Eliska Kloberdanz, Wei Le
MixQuant: Mixed Precision Quantization with a Bit-width Optimization Search. CoRR (2023)
Eliska Kloberdanz, Wei Le
S-SOLVER: Numerically Stable Adaptive Step Size Solver for Neural ODEs. ICANN (9) (2023)
Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le
Towards Causal Deep Learning for Vulnerability Detection. CoRR (2023)
Adithya Kulkarni, Mohna Chakraborty, Yonas Sium, Sai Charishma Valluri, Wei Le, Qi Li
Beryllium: Neural Search for Algorithm Implementations. CoRR (2023)
Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le
An Empirical Study of Deep Learning Models for Vulnerability Detection. CoRR (2022)
Ashwin Kallingal Joshy, Wei Le
FuzzerAid: Grouping Fuzzed Crashes Based On Fault Signatures. CoRR (2022)
Ashwin Kallingal Joshy, Wei Le
FuzzerAid: Grouping Fuzzed Crashes Based On Fault Signatures. ASE (2022)
Eliska Kloberdanz, Kyle G. Kloberdanz, Wei Le
DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning. ICSE (2022)
Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. ICSE (2022)
Benjamin Steenhoek, Wei Le, Hongyang Gao
DeepDFA: Dataflow Analysis-Guided Efficient Graph Learning for Vulnerability Detection. CoRR (2022)
Eliska Kloberdanz, Jin Tian, Wei Le
An Improved (Adversarial) Reprogramming Technique for Neural Networks. ICANN (1) (2021)
Mohammad Wardat, Wei Le, Hridesh Rajan
DeepLocalize: Fault Localization for Deep Neural Networks. CoRR (2021)
Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le
Validating static warnings via testing code fragments. ISSTA (2021)
Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. CoRR (2021)
Mohammad Wardat, Wei Le, Hridesh Rajan
DeepLocalize: Fault Localization for Deep Neural Networks. ICSE (2021)
Danilo Dominguez Perez, Wei Le
Specifying Callback Control Flow of Mobile Apps Using Finite Automata. IEEE Trans. Software Eng. 47 (2) (2021)
Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le
Validating Static Warnings via Testing Code Fragments. CoRR (2021)
Xiaofei Xie, Wenbo Guo, Lei Ma, Wei Le, Jian Wang, Lingjun Zhou, Yang Liu, Xinyu Xing
RNNRepair: Automatic RNN Repair via Model-based Analysis. ICML (2021)
Donghui He, Wei Le, Benhai Guo, Hongjuan Yin
Research on the Influence of Airline Service Factors on Purchase Intention: Based on Emotional Perspective. ICMSS (2019)
Danilo Dominguez Perez, Wei Le
Testing Criteria for Mobile Apps Based on Callback Sequences. CoRR (2019)
Ashwin Kallingal Joshy, Wei Le
Invariant Diffs. CoRR (2019)
Xiaofei Xie, Bihuan Chen, Liang Zou, Yang Liu, Wei Le, Xiaohong Li
Automatic Loop Summarization via Path Dependency Analysis. IEEE Trans. Software Eng. 45 (6) (2019)
Danilo Dominguez Perez, Wei Le
Generating Predicate Callback Summaries for the Android Framework. CoRR (2017)
Danilo Dominguez Perez, Wei Le
Generating Predicate Callback Summaries for the Android Framework. MOBILESoft@ICSE (2017)
Danilo Dominguez Perez, Wei Le
Predicate callback summaries. ICSE (Companion Volume) (2017)
Xiaofei Xie, Bihuan Chen, Yang Liu, Wei Le, Xiaohong Li
Proteus: computing disjunctive loop summary via path dependency analysis. SIGSOFT FSE (2016)
Bihuan Chen, Yang Liu, Wei Le
Generating performance distributions via probabilistic symbolic execution. ICSE (2016)
Xiaofei Xie, Yang Liu, Wei Le, Xiaohong Li, Hongxu Chen
S-looper: automatic summarization for multipath string loops. ISSTA (2015)
Wei Le, Shannon D. Pattison
Patch verification via multiversion interprocedural control flow graphs. ICSE (2014)
Daniel E. Krutz, Wei Le
A code clone oracle. MSR (2014)
Wei Le, Mary Lou Soffa
Marple: Detecting faults in path segments using automatically generated analyses. ACM Trans. Softw. Eng. Methodol. 22 (3) (2013)
Wei Le
Segmented symbolic analysis. ICSE (2013)
Wei Le, Jing Yang, Mary Lou Soffa, Kamin Whitehouse
Lazy preemption to enable path-based analysis of interrupt-driven code. SESENA@ICSE (2011)
Wei Le, Mary Lou Soffa
Generating analyses for detecting faults in path segments. ISSTA (2011)
Wei Le, Mary Lou Soffa
Path-based fault correlations. SIGSOFT FSE (2010)
Wei Le, Mary Lou Soffa
Marple: a demand-driven path-sensitive buffer overflow detector. SIGSOFT FSE (2008)
Wei Le, Mary Lou Soffa
Refining buffer overflow detection via demand-driven path-sensitive analysis. PASTE (2007)
David Coppit, Jinlin Yang, Sarfraz Khurshid, Wei Le, Kevin J. Sullivan
Software Assurance by Bounded Exhaustive Testing. IEEE Trans. Software Eng. 31 (4) (2005)