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Wei Le
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2020 – today
- 2024
- [c29]Benjamin Steenhoek
, Hongyang Gao
, Wei Le
:
Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection. ICSE 2024: 16:1-16:13 - [c28]Yangruibo Ding
, Benjamin Steenhoek
, Kexin Pei
, Gail E. Kaiser
, Wei Le
, Baishakhi Ray
:
TRACED: Execution-aware Pre-training for Source Code. ICSE 2024: 36:1-36:12 - [c27]Md Mahbubur Rahman
, Ira Ceka
, Chengzhi Mao
, Saikat Chakraborty
, Baishakhi Ray
, Wei Le
:
Towards Causal Deep Learning for Vulnerability Detection. ICSE 2024: 153:1-153:11 - [i20]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 abs/2403.17218 (2024) - 2023
- [j5]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): 18340-18374 (2023) - [c26]Eliska Kloberdanz
, Wei Le:
S-SOLVER: Numerically Stable Adaptive Step Size Solver for Neural ODEs. ICANN (9) 2023: 388-400 - [c25]Wanqing Liu
, Wei Le
:
Enterprise Digital Transformation Risk Identification and Dynamic Assessment Model under Big Data Perspective. ICBAR 2023: 714-719 - [c24]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: 1393-1404 - [c23]Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le:
An Empirical Study of Deep Learning Models for Vulnerability Detection. ICSE 2023: 2237-2248 - [c22]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: 1932-1942 - [i19]Xiuyuan Guo, Ashwin Kallingal Joshy, Benjamin Steenhoek, Wei Le, Lori Flynn:
A Study of Static Warning Cascading Tools (Experience Paper). CoRR abs/2305.02515 (2023) - [i18]Adithya Kulkarni, Mohna Chakraborty, Yonas Sium, Sai Charishma Valluri, Wei Le, Qi Li:
Beryllium: Neural Search for Algorithm Implementations. CoRR abs/2305.15690 (2023) - [i17]Yangruibo Ding, Benjamin Steenhoek, Kexin Pei, Gail E. Kaiser, Wei Le, Baishakhi Ray:
TRACED: Execution-aware Pre-training for Source Code. CoRR abs/2306.07487 (2023) - [i16]Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan:
An Effective Data-Driven Approach for Localizing Deep Learning Faults. CoRR abs/2307.08947 (2023) - [i15]Ashwin Kallingal Joshy, Benjamin Steenhoek, Xiuyuan Guo, Wei Le:
Reproducing Failures in Fault Signatures. CoRR abs/2309.11004 (2023) - [i14]Eliska Kloberdanz, Wei Le:
MixQuant: Mixed Precision Quantization with a Bit-width Optimization Search. CoRR abs/2309.17341 (2023) - [i13]Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le:
Towards Causal Deep Learning for Vulnerability Detection. CoRR abs/2310.07958 (2023) - [i12]Benjamin Steenhoek, Md Mahbubur Rahman, Shaila Sharmin, Wei Le:
Do Language Models Learn Semantics of Code? A Case Study in Vulnerability Detection. CoRR abs/2311.04109 (2023) - [i11]Ashwin Kallingal Joshy, Mirza Sanjida Alam, Shaila Sharmin, Qi Li, Wei Le:
ActiveClean: Generating Line-Level Vulnerability Data via Active Learning. CoRR abs/2312.01588 (2023) - 2022
- [c21]Mohammad Wardat
, Breno Dantas Cruz, Wei Le, Hridesh Rajan:
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. ICSE 2022: 561-572 - [c20]Eliska Kloberdanz, Kyle G. Kloberdanz, Wei Le:
DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning. ICSE 2022: 586-597 - [c19]Ashwin Kallingal Joshy
, Wei Le
:
FuzzerAid: Grouping Fuzzed Crashes Based On Fault Signatures. ASE 2022: 44:1-44:12 - [i10]Eliska Kloberdanz, Kyle G. Kloberdanz, Wei Le:
DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning. CoRR abs/2202.03493 (2022) - [i9]Ashwin Kallingal Joshy, Wei Le:
FuzzerAid: Grouping Fuzzed Crashes Based On Fault Signatures. CoRR abs/2209.01244 (2022) - [i8]Benjamin Steenhoek, Wei Le, Hongyang Gao:
DeepDFA: Dataflow Analysis-Guided Efficient Graph Learning for Vulnerability Detection. CoRR abs/2212.08108 (2022) - [i7]Benjamin Steenhoek, Md Mahbubur Rahman, Richard Jiles, Wei Le:
An Empirical Study of Deep Learning Models for Vulnerability Detection. CoRR abs/2212.08109 (2022) - 2021
- [j4]Danilo Dominguez Perez
, Wei Le
:
Specifying Callback Control Flow of Mobile Apps Using Finite Automata. IEEE Trans. Software Eng. 47(2): 379-392 (2021) - [c18]Eliska Kloberdanz
, Jin Tian
, Wei Le:
An Improved (Adversarial) Reprogramming Technique for Neural Networks. ICANN (1) 2021: 3-15 - [c17]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: 11383-11392 - [c16]Mohammad Wardat
, Wei Le, Hridesh Rajan:
DeepLocalize: Fault Localization for Deep Neural Networks. ICSE 2021: 251-262 - [c15]Ashwin Kallingal Joshy
, Xueyuan Chen, Benjamin Steenhoek, Wei Le
:
Validating static warnings via testing code fragments. ISSTA 2021: 540-552 - [i6]Mohammad Wardat, Wei Le, Hridesh Rajan:
DeepLocalize: Fault Localization for Deep Neural Networks. CoRR abs/2103.03376 (2021) - [i5]Ashwin Kallingal Joshy, Xueyuan Chen, Benjamin Steenhoek, Wei Le:
Validating Static Warnings via Testing Code Fragments. CoRR abs/2106.04735 (2021) - [i4]Mohammad Wardat, Breno Dantas Cruz, Wei Le, Hridesh Rajan:
DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs. CoRR abs/2112.04036 (2021)
2010 – 2019
- 2019
- [j3]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): 537-557 (2019) - [c14]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: 258-262 - [i3]Ashwin Kallingal Joshy, Wei Le:
Invariant Diffs. CoRR abs/1911.07988 (2019) - [i2]Danilo Dominguez Perez, Wei Le:
Testing Criteria for Mobile Apps Based on Callback Sequences. CoRR abs/1911.09201 (2019) - 2017
- [c13]Danilo Dominguez Perez, Wei Le:
Generating Predicate Callback Summaries for the Android Framework. MOBILESoft@ICSE 2017: 68-78 - [c12]Danilo Dominguez Perez, Wei Le:
Predicate callback summaries. ICSE (Companion Volume) 2017: 291-293 - [i1]Danilo Dominguez Perez, Wei Le:
Generating Predicate Callback Summaries for the Android Framework. CoRR abs/1703.08902 (2017) - 2016
- [c11]Bihuan Chen, Yang Liu
, Wei Le:
Generating performance distributions via probabilistic symbolic execution. ICSE 2016: 49-60 - [c10]Xiaofei Xie
, Bihuan Chen, Yang Liu
, Wei Le, Xiaohong Li:
Proteus: computing disjunctive loop summary via path dependency analysis. SIGSOFT FSE 2016: 61-72 - 2015
- [c9]Xiaofei Xie
, Yang Liu
, Wei Le, Xiaohong Li, Hongxu Chen:
S-looper: automatic summarization for multipath string loops. ISSTA 2015: 188-198 - 2014
- [c8]Wei Le, Shannon D. Pattison:
Patch verification via multiversion interprocedural control flow graphs. ICSE 2014: 1047-1058 - [c7]Daniel E. Krutz, Wei Le:
A code clone oracle. MSR 2014: 388-391 - 2013
- [j2]Wei Le, Mary Lou Soffa:
Marple: Detecting faults in path segments using automatically generated analyses. ACM Trans. Softw. Eng. Methodol. 22(3): 18:1-18:38 (2013) - [c6]Wei Le:
Segmented symbolic analysis. ICSE 2013: 212-221 - 2011
- [c5]Wei Le, Jing Yang, Mary Lou Soffa, Kamin Whitehouse:
Lazy preemption to enable path-based analysis of interrupt-driven code. SESENA@ICSE 2011: 43-48 - [c4]Wei Le, Mary Lou Soffa:
Generating analyses for detecting faults in path segments. ISSTA 2011: 320-330 - 2010
- [c3]Wei Le, Mary Lou Soffa:
Path-based fault correlations. SIGSOFT FSE 2010: 307-316
2000 – 2009
- 2008
- [c2]Wei Le, Mary Lou Soffa:
Marple: a demand-driven path-sensitive buffer overflow detector. SIGSOFT FSE 2008: 272-282 - 2007
- [c1]Wei Le, Mary Lou Soffa:
Refining buffer overflow detection via demand-driven path-sensitive analysis. PASTE 2007: 63-68 - 2005
- [j1]David Coppit, Jinlin Yang, Sarfraz Khurshid, Wei Le, Kevin J. Sullivan:
Software Assurance by Bounded Exhaustive Testing. IEEE Trans. Software Eng. 31(4): 328-339 (2005)
Coauthor Index
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