CLUE — Clustering-Based Load Understanding and Exploration: Summarizing High-Dimensional Electricity Grid Data for Scenario Analysis
Workshop on Relaxed Semantics in Data Analytics Pipelines (RELAX 2025, in conjunction with ACM DEBS 2025· 2026DOI Linus Magnusson, Rasmus Thorsson, Quang Vinh Ngo, Marina Papatriantafilou, Joris van Rooij, Mihail Chigrichenko
"Code for ""On-demand Memory Compression of Stream Aggregates through Reinforcement Learning"""
Jingyu Liu, Vincenzo Gulisano
"Dataset for ""On-demand Memory Compression of Stream Aggregates through Reinforcement Learning"""
Jingyu Liu, Vincenzo Gulisano
[VLDB Presentation] Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing
Ngo, Vinh; Papatriantafilou, Marina
Artifact of the paper: Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing
51st International Conference on Very Large Data Bases, VLDB 2025· 2025DOI Vinh Quang Ngo, Marina Papatriantafilou
Artifact of the paper: interval-asynchrony: delimited intervals of localised asynchrony for fast parallel SGD
Euro-Par 2025: Parallel Processing. Euro-Par 2025. Lecture Notes in Computer Science· 2025DOI Jacob Garby, Philippas Tsigas
Causal Banzhaf Value for Aggregate Query Explanations
Khani, Pouya; Assent, Ira
Causal Banzhaf Value for Aggregate Query Explanations
Proceedings of the 27th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2025) co-located with the 28th International Conference on Extending Database Technology and the 28th International Conference o· 2025
Pouya Khani, Ira Assent
Certifiably Quantisation-Robust training and inference of Neural Networks
The 28th International Conference on Artificial Intelligence and Statistics (AIStats)· 2025
Hue Dang, Matthew Robert Wicker, Goetz Botterweck, Andrea Patane
Chunked Data Shapley: A Scalable Dataset Quality Assessment for Machine Learning
Proceedings of the 34th ACM International Conference on Information and Knowledge Management· 2025DOI Andreas Loizou, Dimitrios Tsoumakos
Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing
Proceedings of the 51st International Conference on Very Large Data Bases (VLDB 2025), PVLDB Volume 18,· 2025DOI Vinh Quang Ngo, Marina Papatriantafilou
Cuckoo Heavy Keeper and the Balancing Act of Maintaining Heavy Hitters in Stream Processing
Proceedings of the VLDB Endowment· 2025DOI Vinh Quang Ngo, Marina Papatriantafilou
InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series
Proceedings of the AAAI Conference on Artificial Intelligence· 2025DOI Viet-Hung Tran, Zichi Zhang, Tuan Dung Pham, Ngoc Phu Doan, Anh-Tuan Hoang, Peixin Li, Hans Vandierendonck, Ira Assent, Son T. Mai
Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD
Lecture Notes in Computer Science, Euro-Par 2025: Parallel Processing· 2025DOI Jacob Garby, Philippas Tsigas
Interval-Asynchrony: Delimited Intervals of Localised Asynchrony for Fast Parallel SGD
Lecture Notes in Computer Science, Euro-Par 2025: Parallel Processing· 2025DOI Jacob Garby, Philippas Tsigas
On-demand Memory Compression of Stream Aggregates through Reinforcement Learning
Proceedings of the 16th ACM/SPEC International Conference on Performance Engineering· 2025DOI Jingyu Liu, Vincenzo Gulisano
Poster: Cuckoo Heavy Keeper and the balancing act of maintaining heavy hitters in stream processing
Ngo, Vinh; Papatriantafilou, Marina
Relax and don't Stop: Graph-aware Asynchronous SSSP
Proceedings of the 1st FastCode Programming Challenge· 2025DOI Marco D'Antonio; Kåre von Geijer; Thai Son Mai; Philippas Tsigas; Hans Vandierendonck
Stochastic Weight Sharing for Bayesian Neural Networks
The 28th International Conference on Artificial Intelligence and Statistics· 2025
Moule Lin, Shuhao Guan, Weipeng Jing, Goetz Botterweck, Andrea Patane
Toward Efficient Asynchronous Single-Source Shortest Path
2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)· 2025DOI Marco D’Antonio, Thai Son Mai, Hans Vandierendonck
VEnOM: A Vector Embedding Operator Modelling Framework
Proceedings of the 19th ACM International Conference on Distributed and Event-based Systems· 2025DOI Andreas Loizou, Nikolaos Andriotis, Dimitrios Tsoumakos
WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting
Proceedings of the AAAI Conference on Artificial Intelligence· 2025DOI Zichi Zhang, Tuan Dung Pham, Yimeng An, Ngoc Phu Doan, Majed Alsharari, Viet-Hung Tran, Anh-Tuan Hoang, Hans Vandierendonck, Son T. Mai