AP
Adrien Petralia
cs.LGeess.SPcs.AIcs.CLcs.CVcs.RO
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
W_2tnq93mp·v1published
Preprints & journals
12 papers in the corpus · 2023–2026Retrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detection2610.20243v2 · Christos Panourgias, Roberto Stanzione, Adrien Petralia et al.2026 · 0 citationsarXiv
LoaDiff: Conditional Generation of Electricity Consumption Time Series for Energy Analytics2609.11639v1 · Mariia Baranova, Adrien Petralia, Etienne Le Naour et al.2026 · 0 citationsarXivon Valency
Shieldstral2607.25857v2 · Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli et al.2026 · 0 citationsarXiv
Robostral Navigate2607.20785v3 · Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al.2026 · 0 citationsarXiv
TS-ICL: A Flexible Time-Indexed Foundation Model for Time Series via In-Context Learning2606.05878v2 · Etienne Le Naour, Tahar Nabil, Adrien Petralia2026 · 0 citationsarXiv
Investigating simple target-covariate relationships for Chronos-2 and TabPFN-TS2605.12200v1 · Gaspard Berthelier, Mariia Baranova, Andrei-Tiberiu Pantea et al.2026 · 0 citationsarXiv
Are Time-Indexed Foundation Models the Future of Time Series Imputation?2511.05980v2 · Etienne Le Naour, Tahar Nabil, Adrien Petralia et al.2025 · 0 citationsarXiv
NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity2506.05880v1 · Adrien Petralia, Philippe Charpentier, Youssef Kadhi et al.2025 · 14 citationsIn Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2 (KDD '25), August 3--7, 2025, Toronto, ON, Canada
Few Labels are all you need: A Weakly Supervised Framework for Appliance Localization in Smart-Meter Series2506.05895v1 · Adrien Petralia, Paul Boniol, Philippe Charpentier et al.2025 · 3 citationsIn 2025 IEEE 41st International Conference on Data Engineering (ICDE), Hong Kong, 2025, pp. 4386-4399
DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series2506.05912v1 · Adrien Petralia, Paul Boniol, Philippe Charpentier et al.2025 · 2 citationsIn 2025 IEEE 41st International Conference on Data Engineering (ICDE), Hong Kong, 2025, pp. 4552-4555
ADF & TransApp: A Transformer-Based Framework for Appliance Detection Using Smart Meter Consumption Series2401.05381v1 · Adrien Petralia, Philippe Charpentier, Themis Palpanas2023 · 5 citationsProceedings of the VLDB Endowment, Volume 17, Issue 3, Pages 553-562, 2023
Appliance Detection Using Very Low-Frequency Smart Meter Time Series2305.10352v2 · Adrien Petralia, Philippe Charpentier, Paul Boniol et al.2023 · 18 citationsarXiv
Career total: 17 works. 12 are in this corpus.
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