Abraham Chan

18 papers A 7C 1Misc 1Journal 2Unranked 7
YearRankTypeTitle / Venue / Authors
2025 Misc conf
D-semble: Efficient Diversity-Guided Search for Resilient ML Ensembles.
SAC
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2025 A conf
DLAFI: Software-Based Fault Injection for Permanent Faults in Deep Learning Accelerators.
ISSRE
SeyedMani Sadati, Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2025 A conf
ReMlX: Resilience for ML Ensembles using XAI at Inference against Faulty Training Data.
DSN
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2024 — conf
Harnessing Explainability to Improve ML Ensemble Resilience.
DSN-S
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2024 — conf
Tutorial: LLTFI and the Art of Fault Injection.
DSN-S
Karthik Pattabiraman, Abraham Chan
2023 — conf
Building Resilient ML Applications using Ensembles against Faulty Training Data.
ISSREW
Abraham Chan
2023 J jnl
Error Propagation Analysis for Multithreaded Programs: An Empirical Approach.
CoRR
Stefan Winter, Abraham Chan, Habib Saissi, Karthik Pattabiraman, Neeraj Suri
2023 A conf
Evaluating the Effect of Common Annotation Faults on Object Detection Techniques.
ISSRE
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2023 J jnl
Mixed precision support in HPC applications: What about reliability?
J. Parallel Distributed Comput.
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023 A conf
Resilience Assessment of Large Language Models under Transient Hardware Faults.
ISSRE
Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023 — conf
Towards Reliability Assessment of Systolic Arrays against Stuck-at Faults.
DSN-S
Udit Kumar Agarwal, Abraham Chan, Ali Asgari Khoshouyeh, Karthik Pattabiraman
2022 A conf
LLTFI: Framework Agnostic Fault Injection for Machine Learning Applications (Tools and Artifact Track).
ISSRE
Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2022 A conf
The Fault in Our Data Stars: Studying Mitigation Techniques against Faulty Training Data in Machine Learning Applications.
DSN
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2022 — conf
Towards Building Resilient Ensembles against Training Data Faults.
DSN Workshops
Abraham Chan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2021 — conf
(WiP) LLTFI: Low-Level Tensor Fault Injector.
ISSRE Workshops
Abraham Chan, Udit Kumar Agarwal, Karthik Pattabiraman
2021 C conf
Understanding the Resilience of Neural Network Ensembles against Faulty Training Data.
QRS
Abraham Chan, Niranjhana Narayanan, Arpan Gujarati, Karthik Pattabiraman, Sathish Gopalakrishnan
2017 — conf
Automated Program Diversity Using Program Synthesis.
DSN Workshops
Abraham Chan
2017 A conf
IPA: Error Propagation Analysis of Multi-Threaded Programs Using Likely Invariants.
ICST
Abraham Chan, Stefan Winter, Habib Saissi, Karthik Pattabiraman, Neeraj Suri