Abraham Chan

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 13

Top Topics

Error Propagation

Top Venues

Publications

Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Resilience Assessment of Large Language Models under Transient Hardware Faults. ISSRE (2023)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Evaluating the Effect of Common Annotation Faults on Object Detection Techniques. ISSRE (2023)
Abraham Chan
Building Resilient ML Applications using Ensembles against Faulty Training Data. ISSREW (2023)
Udit Kumar Agarwal, Abraham Chan, Ali Asgari, Karthik Pattabiraman
Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults. DSN-S (2023)
Stefan Winter, Abraham Chan, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
Error Propagation Analysis for Multithreaded Programs: An Empirical Approach. CoRR (2023)
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. 181 (2023)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications. DSN (2022)
Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track). ISSRE (2022)
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Towards Building Resilient Ensembles against Training Data Faults. DSN Workshops (2022)
Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
(WiP) LLTFI: Low-Level Tensor Fault Injector. ISSRE Workshops (2021)
Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data. QRS (2021)
Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
IPA: Error Propagation Analysis of Multi-Threaded Programs Using Likely Invariants. ICST (2017)
Abraham Chan
Automated Program Diversity Using Program Synthesis. DSN Workshops (2017)