Talks & Presentations

Conference talks, workshops, outreach, and defense.

2025

Conference KDD Toronto, Canada Aug 2025

NILMFormer: A Sequence‑To‑Sequence Non‑Stationarity Aware Transformer for Non‑Intrusive Load Monitoring

Conference ICDE Hong Kong SAR, China May 2025

CamAL: A Weakly Supervised Framework for Appliance Localization in Smart‑Meter Series

Conference ICDE Hong Kong SAR, China May 2025

DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series

Defense Université Paris Cité Paris, France May 2025

Deep Learning for Electricity Consumption Time Series Analytics

2024

Conference VLDB Guangzhou, China Aug 2024

ADF & TransApp: A Transformer‑Based Framework for Appliance Detection Using Smart Meter Consumption Series

Workshop VLDB PhD Workshop Guangzhou, China Aug 2024

Time Series Analytics for Electricity Consumption Data

Festival Double•Science Paris, France Jun 2024

L'intelligence artificielle au service de la compréhension de la consommation d'électricité / How Can Artificial Intelligence Help Us Understand Electricity Consumption?

Open Day LIPADE – Université Paris Cité Paris, France Jun 2024

Time Series Classification for Electricity Consumption Analysis

2023

Seminar CentraleSupélec Metz, France Nov 2023

Electricity Consumption Time Series Classification and Non‑Intrusive Load Monitoring

Conference BDA Montpellier, France Oct 2023

Détection de présence d'appareils dans les courbes de consommation très basse fréquences / Appliance Detection Using Very Low‑Frequency Time Series

Conference ACM e‑Energy Orlando, FL, USA Jun 2023

Appliance Detection Using Very Low‑Frequency Time Series