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Topic: Differentially Private Publication of Smart Electricity Grid Data
Date/Time:18 December 2025 10:00am
Venue: Singapore Institute of Technology, E2-04-03-SR233
Speaker: Dr Gabriel Ghinita
Dr Gabriel will share how smart grids are a valuable data source to study consumer behaviour and guide energy policy decision. In recent years, new trends have emerged towards an increase in renewable energy sources and the development of open energy markets.
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Topic: Reimagining Tech Through Play: AI as Your Co-Designer
Date/Time: 11 November 2025 1:00pm
Venue: Singapore Institute of Technology, E2-02-14 (Lectorial 10)
Speaker: Professor Lindsay Grace
Prof Lindsay Grace will share how playful design thinking enables humans and AI to co-create in dynamic, non-linear ways, driving creativity and breakthroughs in game design, computation, and human behaviour.
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Topic: BGP Anomaly Detection using Machine Learning
Date/Time: 16 October 2025 10:00Am
Venue: Singapore Institute of Technology, E2-04-03-SR233
Speaker: Prof. Winston K.G. Seah
Prof Seah will explore how machine learning can enhance network anomaly detection beyond traditional security threats, addressing issues such as irregular traffic and device faults. Two applied learning approaches will be addressed: a graph-based model for detecting BGP anomalies and a hybrid online-offline framework that adapts to evolving network conditions to ensure accurate detection.
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Topic: Towards More Transparent and Actionable Use of Generative AI: Data Journalism and Colour Knowledge Use Cases
Date/Time: 12 August 2025 10:30am
Venue: Singapore Institute of Technology, E2-07-02-SR260
Speaker: Christophe Hurter
Christophe Hurter will presents tools to enhance AI interpretability and control through targeted visualisations and structured workflows. He will also introduces the Foundation Model ColourMap to analyse how models perceive colour, and GenQA, a system that generates and refines Q&A pairs from graphics to produce high-quality alt-text with journalist oversight.
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Topic: Towards Scalable and Interpretable Intelligence: Advancing AI through Causal Discovery, Deep Reinforcement Learning, and Large Language Models
Date/Time: 6 August 2025 11:45am
Venue: Singapore Institute of Technology, E2-04-02-SR232
Speaker: Asst Prof Li Xiaorong
As AI systems become increasingly integrated into critical domains, Asst Prof Li will discuss a growing need for models that are not only powerful and scalable but also interpretable and aligned with human understanding.
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Topic: Securing Software-Defined 5G/6G Networks: Real-World Threats, Detections, and Decentralised Defences
Date/Time: 6 August 2025 11:10am
Venue: Singapore Institute of Technology, E2-04-02-SR232
Speaker: A/Prof Purnima Murali Mohan
Software-defined 5G/6G networks offer programmability and scalability but also introduce new attack surfaces across core and edge components. In this talk, A/Prof Purnima will present applied research projects that focus on threat detections and security validation in such environments.