Shanshan Liu

According to our database, Shanshan Liu authored at least 59 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things.

Ziheng Wang, Pedro Reviriego, Farzad Niknia, Javier Conde, Shanshan Liu, Fabrizio Lombardi

IEEE Internet Things J., April, 2024

Joint Learning and Channel Coding for Error-Tolerant IoT Systems Based on Machine Learning.

Xiaochen Tang, Pedro Reviriego, Wei Tang, David G. M. Mitchell, Fabrizio Lombardi, Shanshan Liu

IEEE Trans. Artif. Intell., January, 2024

Concurrent Linguistic Error Detection (CLED) for Large Language Models.

Jinhua Zhu, Javier Conde, Zhen Gao, Pedro Reviriego, Shanshan Liu, Fabrizio Lombardi

CoRR, 2024

2023

Error-Resilient Data Compression With Tunstall Codes.

Shanshan Liu, Pedro Reviriego, Anees Ullah, Ahmed Louri, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2023

Attacking the Privacy of Approximate Membership Check Filters by Positive Concentration.

Pedro Reviriego, Alfonso Sánchez-Macián, Elena Merino Gómez, Ori Rottenstreich, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Computers, May, 2023

Tolerance of Siamese Networks (SNs) to Memory Errors: Analysis and Design.

Ziheng Wang, Farzad Niknia, Shanshan Liu, Pedro Reviriego, Paolo Montuschi, Fabrizio Lombardi

IEEE Trans. Computers, April, 2023

Delta Sigma Modulator-Based Dividers for Accurate and Low Latency Stochastic Computing Systems.

Xiaochen Tang, Shanshan Liu, Farzad Niknia, Ziheng Wang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi

IEEE J. Emerg. Sel. Topics Circuits Syst., March, 2023

Slack-Aware Packet Approximation for Energy-Efficient Network-on-Chips.

Yuechen Chen, Ahmed Louri, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Sustain. Comput., 2023

A Technique for Approximate Communication in Network-on-Chips for Image Classification.

Yuechen Chen, Shanshan Liu, Fabrizio Lombardi, Ahmed Louri

IEEE Trans. Emerg. Top. Comput., 2023

On the Privacy of Counting Bloom Filters.

Pedro Reviriego, Alfonso Sánchez-Macián, Stefan Walzer, Elena Merino Gómez, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Dependable Secur. Comput., 2023

On the Privacy of Counting Bloom Filters Under a Black-Box Attacker.

Sergio Galán, Pedro Reviriego, Stefan Walzer, Alfonso Sánchez-Macián, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Dependable Secur. Comput., 2023

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems.

Pedro Reviriego, Ziheng Wang, Alvaro Alonso, Zhen Gao, Farzad Niknia, Shanshan Liu, Fabrizio Lombardi

CoRR, 2023

Feature-Embedding Triplet Networks with a Separately Constrained Loss Function.

Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Integrating Delta Modulation and Stochastic Computing for Real-time Machine Learning based Heartbeats Monitoring in Wearable Systems.

Xiaochen Tang, Shanshan Liu, Farzad Niknia, Wei Tang, Pedro Reviriego, Fabrizio Lombardi

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

2022

Attacking Adaptive Cuckoo Filters: Too Much Adaptation Can Kill You.

Pedro Reviriego, Alfonso Sánchez-Macián, Salvatore Pontarelli, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Netw. Serv. Manag., December, 2022

Computing the Similarity Estimate Using Approximate Memory.

Pedro Reviriego, Shanshan Liu, Otmar Ertl, Farzad Niknia, Fabrizio Lombardi

IEEE Trans. Emerg. Top. Comput., 2022

Guest Editorial: Special Section on "To be Safe and Dependable in the Era of Artificial Intelligence: Emerging Techniques for Trusted and Reliable Machine Learning".

Shanshan Liu, Pedro Reviriego, Fabrizio Lombardi, Patrick Girard

IEEE Trans. Emerg. Top. Comput., 2022

On the Security of the K Minimum Values (KMV) Sketch.

Pedro Reviriego, Alfonso Sánchez-Macián, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Dependable Secur. Comput., 2022

Remove Minimum (RM): An Error-Tolerant Scheme for Cardinality Estimate by HyperLogLog.

Pedro Reviriego, Jorge Martínez, Ori Rottenstreich, Shanshan Liu, Fabrizio Lombardi

IEEE Trans. Dependable Secur. Comput., 2022

A Delta Sigma Modulator-Based Stochastic Divider.

Xiaochen Tang, Shanshan Liu, Farzad Niknia, Pedro Reviriego, Ziheng Wang, Wei Tang, Ahmed Louri, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Editorial Special Issue on Circuits and Systems for Emerging Computing Paradigms.

Shanshan Liu, Bi Wu, Ke Chen, Weiqiang Liu, Máire O'Neill, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Regul. Pap., 2022

Selective Neuron Re-Computation (SNRC) for Error-Tolerant Neural Networks.

Shanshan Liu, Pedro Reviriego, Fabrizio Lombardi

IEEE Trans. Computers, 2022

Approximate Network-on-Chips with Application to Image Classification.

Yuechen Chen, Ahmed Louri, Shanshan Liu, Fabrizio Lombardi

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

Tampering Attack Detection in Analog to Feature Converter for Wearable Biosensor.

Xiaochen Tang, Shanshan Liu, Wenjie Che, Wei Tang

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

A Polarity-Driven Radiation-Hardened Latch design for Single Event Upset Tolerance.

Shanshan Liu, Jing Guo, Xiaochen Tang, Pedro Reviriego, Fabrizio Lombardi

Proceedings of the IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2022

2021

Detection of Limited Magnitude Errors in Emerging Multilevel Cell Memories by One-Bit Parity (OBP) or Two-Bit Parity (TBP).

Shanshan Liu, Pedro Reviriego, Fabrizio Lombardi

IEEE Trans. Emerg. Top. Comput., 2021

Voting Margin: A Scheme for Error-Tolerant k Nearest Neighbors Classifiers for Machine Learning.

Shanshan Liu, Pedro Reviriego, José Alberto Hernández, Fabrizio Lombardi

IEEE Trans. Emerg. Top. Comput., 2021

Exploiting Asymmetry in eDRAM Errors for Redundancy-Free Error-Tolerant Design.

Shanshan Liu, Pedro Reviriego, Jing Guo, Jie Han, Fabrizio Lombardi

IEEE Trans. Emerg. Top. Comput., 2021

Reduced Precision Redundancy for Reliable Processing of Data.

Shanshan Liu, Ke Chen, Pedro Reviriego, Weiqiang Liu, Ahmed Louri, Fabrizio Lombardi

IEEE Trans. Emerg. Top. Comput., 2021

Stochastic Dividers for Low Latency Neural Networks.

Shanshan Liu, Xiaochen Tang, Farzad Niknia, Pedro Reviriego, Weiqiang Liu, Ahmed Louri, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Regul. Pap., 2021

High-Performance CMOS Latch Designs for Recovering All Single and Double Node Upsets.

Jing Guo, Shanshan Liu, Xiaohui Su, Chunhua Qi, Fabrizio Lombardi

IEEE Trans. Aerosp. Electron. Syst., 2021

Designs for efficient low power cardinality and similarity sketches by Two-Step Hashing (TSH).

Jie Li, Pedro Reviriego, Shanshan Liu, Liyi Xiao, Fabrizio Lombardi

Integr., 2021

Less-is-Better Protection (LBP) for memory errors in <i>k</i>NNs classifiers.

Shanshan Liu, Pedro Reviriego, Paolo Montuschi, Fabrizio Lombardi

Future Gener. Comput. Syst., 2021

Analyzing and Assessing Pollution Attacks on Bloom Filters: Some Filters are More Vulnerable than Others.

Pedro Reviriego, Ori Rottenstreich, Shanshan Liu, Fabrizio Lombardi

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Error-Tolerant Computation for Voting Classifiers With Multiple Classes.

Shanshan Liu, Pedro Reviriego, Paolo Montuschi, Fabrizio Lombardi

IEEE Trans. Veh. Technol., 2020

Codes for Limited Magnitude Error Correction in Multilevel Cell Memories.

Shanshan Liu, Pedro Reviriego, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020

Design and Evaluation of Low-Complexity Radiation Hardened CMOS Latch for Double-Node Upset Tolerance.

Jing Guo, Shanshan Liu, Lei Zhu, Fabrizio Lombardi

IEEE Trans. Circuits Syst. I Regul. Pap., 2020

Result-Based Re-computation for Error-Tolerant Classification by a Support Vector Machine.

Shanshan Liu, Pedro Reviriego, Xiaochen Tang, Wei Tang, Fabrizio Lombardi

IEEE Trans. Artif. Intell., 2020

Scheme for periodical concurrent fault detection in parallel CRC circuits.

Jie Li, Shanshan Liu, Pedro Reviriego, Liyi Xiao, Fabrizio Lombardi

IET Comput. Digit. Tech., 2020

Reduction of Parity Overhead in a Subset of Orthogonal Latin Square Codes.

Pedro Reviriego, Shanshan Liu, Alfonso Sánchez-Macián, Liyi Xiao, Juan Antonio Maestro

Proceedings of the XXXV Conference on Design of Circuits and Integrated Systems, 2020

2019

A CMOS Majority Logic Gate and its Application to One-Step ML Decodable Codes.

Jing Guo, Shanshan Liu, Lei Zhu, Fabrizio Lombardi

IEEE Trans. Very Large Scale Integr. Syst., 2019

A Layout-Based Soft Error Vulnerability Estimation Approach for Combinational Circuits Considering Single Event Multiple Transients (SEMTs).

Xuebing Cao, Liyi Xiao, Jie Li, Rongsheng Zhang, Shanshan Liu, Jinxiang Wang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2019

Two Bit Overlap: A Class of Double Error Correction One Step Majority Logic Decodable Codes.

Pedro Reviriego, Shanshan Liu, Ori Rottenstreich, Fabrizio Lombardi

IEEE Trans. Computers, 2019

Low Redundancy Double Error Correction Spotty Codes Combined with Gray Coding for 64 Data Bits Memories of 4-bit Multilevel Cells.

Shanshan Liu, Pedro Reviriego, Kazuteru Namba, Salvatore Pontarelli, Liyi Xiao, Fabrizio Lombardi

Proceedings of the 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2019

2018

Reducing the Power Consumption of Fault Tolerant Registers Through Hybrid Protection.

Ricardo Gonzalez-Toral, Shanshan Liu, Pedro Reviriego, Juan Antonio Maestro

IEEE Trans. Circuits Syst. I Regul. Pap., 2018

Fault tolerant encoders for Single Error Correction and Double Adjacent Error Correction codes.

Shanshan Liu, Pedro Reviriego, Juan Antonio Maestro, Liyi Xiao

Microelectron. Reliab., 2018

2017

Novel Radiation-Hardened-by-Design (RHBD) 12T Memory Cell for Aerospace Applications in Nanoscale CMOS Technology.

Jing Guo, Lei Zhu, Wenyi Liu, Hai Huang, Shanshan Liu, Tianqi Wang, Liyi Xiao, Zhigang Mao

IEEE Trans. Very Large Scale Integr. Syst., 2017

A Scheme to Reduce the Number of Parity Check Bits in Orthogonal Latin Square Codes.

Pedro Reviriego, Shanshan Liu, Alfonso Sánchez-Macián, Liyi Xiao, Juan Antonio Maestro

IEEE Trans. Reliab., 2017

Single Event Transient Tolerant Bloom Filter Implementations.

Alfonso Sánchez-Macián, Pedro Reviriego, Juan Antonio Maestro, Shanshan Liu

IEEE Trans. Computers, 2017

A method to recover critical bits under a double error in SEC-DED protected memories.

Shanshan Liu, Pedro Reviriego, Liyi Xiao, Juan Antonio Maestro

Microelectron. Reliab., 2017

Comments on "Extend orthogonal Latin square codes for 32-bit data protection in memory applications" Microelectron. Reliab. 63 278-283 (2016).

Shanshan Liu, Pedro Reviriego, Alfonso Sánchez-Macián, Juan Antonio Maestro, Liyi Xiao

Microelectron. Reliab., 2017

Low redundancy matrix-based codes for adjacent error correction with parity sharing.

Shanshan Liu, Liyi Xiao, Jie Li, Yihan Zhou, Zhigang Mao

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Reliability analysis of memories suffering MBUs for the effect of negative bias temperature instability.

Shanshan Liu, Liyi Xiao, Xuebing Cao, Zhigang Mao

Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017

2016

An Efficient Single and Double-Adjacent Error Correcting Parallel Decoder for the (24, 12) Extended Golay Code.

Pedro Reviriego, Shanshan Liu, Liyi Xiao, Juan Antonio Maestro

IEEE Trans. Very Large Scale Integr. Syst., 2016

Extend orthogonal Latin square codes for 32-bit data protection in memory applications.

Shanshan Liu, Liyi Xiao, Zhigang Mao

Microelectron. Reliab., 2016

2015

Soft Error Hardened Memory Design for Nanoscale Complementary Metal Oxide Semiconductor Technology.

Jing Guo, Liyi Xiao, Tianqi Wang, Shanshan Liu, Xu Wang, Zhigang Mao

IEEE Trans. Reliab., 2015

Novel technique for P-hit single-event transient mitigation using enhance dummy transistor.

Tianqi Wang, Liyi Xiao, Mingxue Huo, Chunhua Qi, Shanshan Liu

Proceedings of the Sixteenth International Symposium on Quality Electronic Design, 2015

Fault Secure Encoder and Decoder Designs for Matrix Codes.

Shanshan Liu, Liyi Xiao, Jing Guo, Zhigang Mao

Proceedings of the 14th International Conference on Computer-Aided Design and Computer Graphics, 2015

2011

Mitigation of permanent faults in adaptive equalizers.

Pedro Reviriego, Shanshan Liu, Juan Antonio Maestro

Microelectron. Reliab., 2011