Alec F. Diallo

11 papers A* 4B 1Journal 6
YearRankTypeTitle / Venue / Authors
2025 A* conf
ECHO: Effective Coreset-Driven Learning via Hierarchical Optimizations.
ICDM
Alec F. Diallo, Weihe Li, Paul Patras
2025 J jnl
End-to-End Facial Expression Detection in Long Videos.
CoRR
Yini Fang, Alec F. Diallo, Yiqi Shi, Frederic Jumelle, Bertram E. Shi
2025 A* conf
Pontus: A Memory-Efficient and High-Accuracy Approach for Persistence-Based Item Lookup in High-Velocity Data Streams.
WWW
Weihe Li, Zukai Li, Beyza Bütün, Alec F. Diallo, Marco Fiore, Paul Patras
2024 J jnl
Cluster and Conquer: Malicious Traffic Classification at the Edge.
IEEE Trans. Netw. Serv. Manag.
Alec F. Diallo, Paul Patras
2024 J jnl
Deciphering Clusters With a Deterministic Measure of Clustering Tendency.
IEEE Trans. Knowl. Data Eng.
Alec F. Diallo, Paul Patras
2024 J jnl
Neural Networks Decoded: Targeted and Robust Analysis of Neural Network Decisions via Causal Explanations and Reasoning.
CoRR
Alec F. Diallo, Vaishak Belle, Paul Patras
2024 A* conf
Sabre: Cutting through Adversarial Noise with Adaptive Spectral Filtering and Input Reconstruction.
SP
Alec F. Diallo, Paul Patras
2023 J jnl
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning.
CoRR
Haoyu Liu, Alec F. Diallo, Paul Patras
2023 J jnl
Amoeba: Circumventing ML-supported Network Censorship via Adversarial Reinforcement Learning.
PACMNET
Haoyu Liu, Alec F. Diallo, Paul Patras
2021 A* conf
Adaptive Clustering-based Malicious Traffic Classification at the Network Edge.
INFOCOM
Alec F. Diallo, Paul Patras
2021 B conf
Spider: Deep Learning-driven Sparse Mobile Traffic Measurement Collection and Reconstruction.
GLOBECOM
Yini Fang, Alec F. Diallo, Chaoyun Zhang, Paul Patras