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Aftab Hussain 0001
Person information
- affiliation: University of California, Irvine, CA, USA
Other persons with the same name
- Aftab Hussain 0002 — National University of Sciences and Technology, Islamabad, Pakistan
- Aftab Hussain 0003 — University of Houston, TX, USA
- Aftab Hussain 0004
— King Abdulaziz University, Department of Mathematics, Jeddah, Saudi Arabia
- Aftab Hussain 0005
- Aftab Hussain 0006 — Gomal University, Pakistan
- Aftab Hussain 0007 — VIT Bhopal University, Kothrikalan, India
- Aftab Hussain 0008 — IIT Kharagpur, India
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Journal Articles
- 2023
- [j2]Md. Rafiqul Islam Rabin
Memorization and generalization in neural code intelligence models. Inf. Softw. Technol. 153: 107066 (2023) - 2020
- [j1]Zhiqiang Zuo, Kai Wang, Aftab Hussain, Ardalan Amiri Sani, Yiyu Zhang, Shenming Lu, Wensheng Dou, Linzhang Wang, Xuandong Li, Chenxi Wang, Guoqing Harry Xu:
Systemizing Interprocedural Static Analysis of Large-scale Systems Code with Graspan. ACM Trans. Comput. Syst. 38(1-2): 4:1-4:39 (2020)
Conference and Workshop Papers
- 2024
- [c9]Aftab Hussain
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code. AIware 2024 - 2023
- [c8]Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour:
Study of Distractors in Neural Models of Code. InteNSE@ICSE 2023: 1-7 - [c7]Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code. InteNSE@ICSE 2023: 14-20 - 2022
- [c6]Aftab Hussain, Mohammad Amin Alipour:
Removing Uninteresting Bytes in Software Fuzzing. ICST Workshops 2022: 301-305 - [c5]Md. Rafiqul Islam Rabin
Syntax-guided program reduction for understanding neural code intelligence models. MAPS@PLDI 2022: 70-79 - 2019
- [c4]Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev:
LXDs: Towards Isolation of Kernel Subsystems. USENIX ATC 2019: 269-284 - 2017
- [c3]Kai Wang, Aftab Hussain, Zhiqiang Zuo, Guoqing Xu, Ardalan Amiri Sani:
Graspan: A Single-machine Disk-based Graph System for Interprocedural Static Analyses of Large-scale Systems Code. ASPLOS 2017: 389-404 - 2016
- [c2]Di Yang, Aftab Hussain, Cristina Videira Lopes:
From query to usable code: an analysis of stack overflow code snippets. MSR 2016: 391-402 - 2013
- [c1]Aftab Hussain, Md. Saidur Rahman
A new hierarchical clustering technique for restructuring software at the function level. ISEC 2013: 45-54
Informal and Other Publications
- 2024
- [i17]Aftab Hussain, Md. Rafiqul Islam Rabin, Navid Ayoobi, Mohammad Amin Alipour:
Measuring Impacts of Poisoning on Model Parameters and Neuron Activations: A Case Study of Poisoning CodeBERT. CoRR abs/2402.12936 (2024) - [i16]Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour:
On Trojan Signatures in Large Language Models of Code. CoRR abs/2402.16896 (2024) - [i15]Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Premkumar T. Devanbu, Mohammad Amin Alipour:
Trojans in Large Language Models of Code: A Critical Review through a Trigger-Based Taxonomy. CoRR abs/2405.02828 (2024) - [i14]Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour:
Measuring Impacts of Poisoning on Model Parameters and Embeddings for Large Language Models of Code. CoRR abs/2405.11466 (2024) - [i13]Rabimba Karanjai, Aftab Hussain, Md. Rafiqul Islam Rabin, Lei Xu, Weidong Shi, Mohammad Amin Alipour:
Harnessing the Power of LLMs: Automating Unit Test Generation for High-Performance Computing. CoRR abs/2407.05202 (2024) - [i12]Mahdi Kazemi, Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour, Sen Lin:
Unlearning Trojans in Large Language Models: A Comparison Between Natural Language and Source Code. CoRR abs/2408.12416 (2024) - 2023
- [i11]Md. Rafiqul Islam Rabin, Aftab Hussain, Sahil Suneja, Mohammad Amin Alipour:
Study of Distractors in Neural Models of Code. CoRR abs/2303.01739 (2023) - [i10]Aftab Hussain, Md. Rafiqul Islam Rabin, Bowen Xu, David Lo, Mohammad Amin Alipour:
A Study of Variable-Role-based Feature Enrichment in Neural Models of Code. CoRR abs/2303.04942 (2023) - [i9]Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Bowen Xu, Prem Devanbu, Mohammad Amin Alipour:
A Survey of Trojans in Neural Models of Source Code: Taxonomy and Techniques. CoRR abs/2305.03803 (2023) - [i8]Aftab Hussain, Md. Rafiqul Islam Rabin, Mohammad Amin Alipour:
TrojanedCM: A Repository for Poisoned Neural Models of Source Code. CoRR abs/2311.14850 (2023) - [i7]Aftab Hussain, Md. Rafiqul Islam Rabin, Toufique Ahmed, Mohammad Amin Alipour, Bowen Xu:
Occlusion-based Detection of Trojan-triggering Inputs in Large Language Models of Code. CoRR abs/2312.04004 (2023) - 2022
- [i6]Md. Rafiqul Islam Rabin, Aftab Hussain, Mohammad Amin Alipour:
Syntax-Guided Program Reduction for Understanding Neural Code Intelligence Models. CoRR abs/2205.14374 (2022) - 2021
- [i5]Md. Rafiqul Islam Rabin
Memorization and Generalization in Neural Code Intelligence Models. CoRR abs/2106.08704 (2021) - [i4]Aftab Hussain, Mohammad Amin Alipour:
FMViz: Visualizing Tests Generated by AFL at the Byte-level. CoRR abs/2112.13207 (2021) - [i3]Aftab Hussain, Mohammad Amin Alipour:
DIAR: Removing Uninteresting Bytes from Seeds in Software Fuzzing. CoRR abs/2112.13297 (2021) - 2018
- [i2]Aftab Hussain, Omar Asadi, Debra J. Richardson:
A holistic look at requirements engineering practices in the gaming industry. CoRR abs/1811.03482 (2018) - 2016
- [i1]Di Yang, Aftab Hussain, Cristina V. Lopes:
From Query to Usable Code: An Analysis of Stack Overflow Code Snippets. CoRR abs/1605.04464 (2016)
Coauthor Index
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