Shanshan Liu

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 12

Top Topics

Machine Learning

Smoothing Methods

Energy Dissipation

Top Venues

IEEE Trans. Circuits Syst. I Regul. Pap.

IEEE Internet Things J.

Publications

Zhen Gao, Jie Deng, Pedro Reviriego, Shanshan Liu, Fabrizio Lombardi
Reducing the Energy Dissipation of Large Language Models (LLMs) with Approximate Memories. ISCAS (2024)
Jinhua Zhu, Javier Conde, Zhen Gao, Pedro Reviriego, Shanshan Liu, Fabrizio Lombardi
Concurrent Linguistic Error Detection (CLED) for Large Language Models. CoRR (2024)
Ziheng Wang, Pedro Reviriego, Farzad Niknia, Javier Conde, Shanshan Liu, Fabrizio Lombardi
Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things. IEEE Internet Things J. 11 (8) (2024)
Javier Conde, Miguel González, Pedro Reviriego, Zhen Gao, Shanshan Liu, Fabrizio Lombardi
Speed and Conversational Large Language Models: Not All Is About Tokens per Second. Computer 57 (8) (2024)
Pedro Reviriego, Jim Apple, David Larrabeiti, Shanshan Liu, Fabrizio Lombardi
On the Privacy of Adaptive Cuckoo Filters: Analysis and Protection. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Pedro Reviriego, Miguel González, Niv Dayan, Gabriel Huecas, Shanshan Liu, Fabrizio Lombardi
On the Security of Quotient Filters: Attacks and Potential Countermeasures. IEEE Trans. Computers 73 (9) (2024)
Xiaochen Tang, Pedro Reviriego, Wei Tang, David G. M. Mitchell, Fabrizio Lombardi, Shanshan Liu
Joint Learning and Channel Coding for Error-Tolerant IoT Systems Based on Machine Learning. IEEE Trans. Artif. Intell. 5 (1) (2024)
Shanshan Liu, Pedro Reviriego, Anees Ullah, Ahmed Louri, Fabrizio Lombardi
Error-Resilient Data Compression With Tunstall Codes. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (5) (2023)
Ziheng Wang, Farzad Niknia, Shanshan Liu, Honglan Jiang, Siting Liu, Pedro Reviriego, Fabrizio Lombardi
Feature-Embedding Triplet Networks with a Separately Constrained Loss Function. ISCAS (2023)
Sergio Galán, Pedro Reviriego, Stefan Walzer, Alfonso Sánchez-Macián, Shanshan Liu, Fabrizio Lombardi
On the Privacy of Counting Bloom Filters Under a Black-Box Attacker. IEEE Trans. Dependable Secur. Comput. 20 (5) (2023)
Xiaochen Tang, Shanshan Liu, Farzad Niknia, Wei Tang, Pedro Reviriego, Fabrizio Lombardi
Integrating Delta Modulation and Stochastic Computing for Real-time Machine Learning based Heartbeats Monitoring in Wearable Systems. AICAS (2023)
Pedro Reviriego, Ziheng Wang, Alvaro Alonso, Zhen Gao, Farzad Niknia, Shanshan Liu, Fabrizio Lombardi
Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems. CoRR (2023)