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Fabrizio Lombardi

Northeastern University

67H-index
940Paper Count
1.6WCitation Count
Published Papers 148
Publication Date
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Analysis and Evaluation of Approximate Ripple-Carry Adders in the Presence of a Single Functional Error (SFE)
errIET Circuits Devices & Systems
IF1.2
err2026-01-01
err0
PREAI
errHuang, Junqi; Kumar, T. Nandha; Almurib, Haider A. F.; Lombardi, Fabrizio
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Concurrent Linguistic Error Detection (CLED): A New Methodology for Error Detection in Large Language Models
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-11-01
err0
PREAI
errZhu, Jinhua; Conde, Javier; Gao, Zhen; Reviriego, Pedro; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Low-Power Multiplier Designs by Leveraging Correlations of 2x2 Encoded Partial Products
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-11-01
err0
PREAI
errLiu, Ao; Liu, Siting; Wang, Hui; Wang, Qin; Lombardi, Fabrizio; Mao, Zhigang; Jiang, Honglan
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Nanoscale Computing
errIEEE NANOTECHNOLOGY MAGAZINE
IF0
err2025-09-01
err0
PREAI
errGao, Zhen; Zeng, Weimin; Zhang, Yingtao; Liu, Shuang; Reviriego, Pedro; Liu, Shanshan; Lombardi, Fabrizio
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Perturbation-based error detection and correction (PBEDC) in dependable large-scale machine learning systems
errFuture Generation Computer Systems
IF0
err2025-05-18
err0
PREAI
errZiheng Wang; Pedro Reviriego; Shanshan Liu; Farzad Niknia; Xiaochen Tang; Zhen Gao; Fabrizio Lombardi
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errSave
Dependability of the K Minimum Values Sketch: Protection and Comparative Analysis
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2025-01-01
err0
PREAI
errZhu, Jinhua; Gao, Zhen; Reviriego, Pedro; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2024-12-01
err0
errOAAI
errReviriego, Pedro; Wang, Ziheng; Alonso, Alvaro; Gao, Zhen; Niknia, Farzad; Liu, Shanshan; Lombardi, Fabrizio
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Guest Editorial: Special Section on Approximate Data Processing: Computing, Storage and Applications
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-10-01
err0
PREAI
errChen, Ke; Liu, Shanshan; Liu, Weiqiang; Lombardi, Fabrizio; Bagherzadeh, Nader
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errSave
A Balanced Sparse Matrix Convolution Accelerator for Efficient CNN Training
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2024-10-01
err0
PREAI
errChen, Yuechen; Louri, Ahmed; Liu, Shanshan; Lombardi, Fabrizio
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errSave
On the Privacy of the Count-Min Sketch: Extracting the Top-K Elements
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-10-01
err0
errOAAI
errSanchez-Macian, Alfonso; Martinez, Jorge; Reviriego, Pedro; Liu, Shanshan; Lombardi, Fabrizio
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errSave
On the Security of Quotient Filters: Attacks and Potential Countermeasures
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-09-01
err1
errOAAI
errReviriego, Pedro; Gonzalez, Miguel; Dayan, Niv; Huecas, Gabriel; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-15
err1
errOAAI
errWang, Ziheng; Reviriego, Pedro; Niknia, Farzad; Conde, Javier; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Learning the Error Features of Approximate Multipliers for Neural Network Applications
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-03-01
err2
PREAI
errMo, Hai; Wu, Yong; Jiang, Honglan; Ma, Zining; Lombardi, Fabrizio; Han, Jie; Liu, Leibo
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errSave
Four Reduced Precision Redundancy by Approximation (4RPA): Design and Analysis of 4-Module Systems
errIEEE TRANSACTIONS ON RELIABILITY
IF5.7
err2024-01-01
err0
PREAI
errJunsangsri, Salin; Lombardi, Fabrizio
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errSave
Chiplet-GAN: Chiplet-Based Accelerator Design for Scalable Generative Adversarial Network Inference
errIEEE CIRCUITS AND SYSTEMS MAGAZINE
IF3.5
err2024-01-01
err0
PREAI
errChen, Yuechen; Louri, Ahmed; Lombardi, Fabrizio; Liu, Shanshan
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errSave
On the Privacy of Adaptive Cuckoo Filters: Analysis and Protection
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
errOAAI
errReviriego, Pedro; Apple, Jim; Larrabeiti, David; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Fault Tolerance in Triplet Network Training: Analysis, Evaluation and Protection Methods
errIEEE Transactions on Emerging Topics in Computing
IF5.4
err2024-01-01
err0
PREAI
errZiheng Wang; Farzad Niknia; Shanshan Liu; Pedro Reviriego; Ahmed Louri; Fabrizio Lombardi
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errSave
On the Privacy of Counting Bloom Filters Under a Black-Box Attacker
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2023-09-01
err0
errOAAI
errGalan, Sergio; Reviriego, Pedro; Walzer, Stefan; Sanchez-Macian, Alfonso; Liu, Shanshan; Lombardi, Fabrizio
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errSave
Error-Resilient Data Compression With Tunstall Codes
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2023-05-01
err0
errOAAI
errLiu, Shanshan; Reviriego, Pedro; Ullah, Anees; Louri, Ahmed; Lombardi, Fabrizio
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errSave
Attacking the Privacy of Approximate Membership Check Filters by Positive Concentration
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2023-05-01
err3
errOAAI
errReviriego, Pedro; Sanchez-Macian, Alfonso; Merino-Gomez, Elena; Rottenstreich, Ori; Liu, Shanshan; Lombardi, Fabrizio
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errSave

Research Directions

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