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Foundation AI

If you have a question about this list, please contact: Pietro Lio; Dr. Michail Mamalakis; Tiansi Dong. If you have a question about a specific talk, click on that talk to find its organiser.

4 upcoming talks and 61 talks in the archive.

GraphNeuralRAG: On the Opportunities and Challenges of GNNs for GraphRAG, from Multi-Hop Question Answering to Perturbation Modelling

Google meet's link: https://meet.google.com/ypo-yqjc-cwv

UserAndrea Giuseppe Di Francesco, Sapienza University of Rome, ISTI-CNR.

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockThursday 09 April 2026, 15:00-16:00

Forward Pass as Heat Flow

UserKartik Tandon.

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockFriday 03 April 2026, 15:00-16:00

Neural semantic reasoning for interpretable and rigorous logical reasoning

LT1

UserDr. Tiansi Dong.

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockTuesday 17 March 2026, 15:00-16:00

AI/ML in bioinformatics and CNS drug discovery

UserFrancesco Tuveri.

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockTuesday 10 March 2026, 15:00-16:00

Mechanistic and Attributional Interpretability in Neuroscience

UserDr. Michail Mamalakis (University of Cambridge).

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockTuesday 03 March 2026, 15:00-16:00

Catastrophic Forgetting and Explainable AI in Large-Scale Models for Neuroscience

UserDr. Michail Mamalakis (University of Cambridge).

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockTuesday 17 February 2026, 16:00-17:00

Large Language Models, Model Collapse, and the Conservation of Information

LT1

UserGeorge Montanez.

HouseComputer Laboratory, William Gates Building, Room LT1.

ClockTuesday 17 February 2026, 15:00-16:00

Toward a Theoretical Understanding of Self-Supervised Learning in the Foundation Model Era

Lecture Theatre 1

UserYisen Wang.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockWednesday 28 January 2026, 17:00-18:00

Quantum Interactive Oracle Proofs

UserBaocheng Sun Weizman Institute.

HouseSS03.

ClockMonday 06 October 2025, 10:00-11:00

Large Language Models and Graph Neural Networks for Intelligent Manufacturing Systems

UserFan Mo, University of Cambridge.

HouseZoom (Meeting ID: 360 910 4394, Passcode: P5F18G), Computer Laboratory, William Gates Building, Room SS03..

ClockWednesday 24 September 2025, 13:00-14:00

GNN-ACLP: Graph Neural Networks Based Analog Circuit Link Prediction

https://drive.google.com/file/d/1XK4HTy4aaC4h2E8t8jgzDUrJrl4jBxKH/view?usp=sharing

UserGuanyuan Peter Pan.

HouseZoom (Meeting ID: 873 5011 9733, Passcode: 732177).

ClockThursday 21 August 2025, 12:45-13:45

Hierarchical Protein Structure Representation Learning via Topological Deep Learning

UserZhiyu Wang.

HouseComputer Laboratory, William Gates Building, Lecture Theatre 1.

ClockTuesday 29 July 2025, 17:15-18:30

Title to be confirmed

UserKaiwen Zuo.

HouseComputer Laboratory, William Gates Building, Lecture Theatre 1.

ClockTuesday 29 July 2025, 16:00-17:00

AI-Powered Graph Representation Learning for Robust and Efficient Urban and Social Science

UserQianru Zhang.

HouseComputer Laboratory, William Gates Building, Lecture Theatre 1.

ClockMonday 28 July 2025, 17:00-18:00

Google DeepMind’s Gemini models and the Rise of Long-Context LLMs

UserDr Nikolay Savinov (Google DeepMind).

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 23 July 2025, 15:00-16:00

Title to be confirmed

Userqrzhang@hku.hk.

HouseComputer Laboratory, William Gates Building, Lecture Theatre 1.

ClockWednesday 16 July 2025, 15:50-17:20

From Score to Sound: Music Generation in the AI Era

UserFrancesco Bardozzo (University of Salerno).

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockThursday 10 July 2025, 10:50-12:20

AI Governance and Regulation: Comparing EU, US, and China’s Models and global initiatives

UserDr. Nicola Palladino, University of Salerno.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockWednesday 09 July 2025, 09:00-10:30

title

UserSpeaker to be confirmed.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 08 July 2025, 17:00-17:45

Artificial Intelligence in Agrifood and Environment

UserProf. Antonino Staiano.

HouseComputer Laboratory, William Gates Building, Lecture Theatre 1.

ClockTuesday 08 July 2025, 15:50-17:20

Performance evaluation for learning systems

UserSpeaker to be confirmed.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockMonday 07 July 2025, 15:50-17:20

title

UserSpeaker to be confirmed.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockMonday 07 July 2025, 15:50-17:20

title

UserSpeaker to be confirmed.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockMonday 07 July 2025, 15:50-17:20

title

UserSpeaker to be confirmed.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockMonday 07 July 2025, 15:50-17:20

title

UserSpeaker to be confirmed.

HouseComputer Laboratory, William Gates Building, Room FW26.

ClockMonday 07 July 2025, 15:50-17:20

Title to be confirmed

UserSpeaker to be confirmed.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 04 July 2025, 15:50-17:20

Deep Learning Approaches for Label-Free Tumour Image Segmentation Spectroscopy in Cancer Diagnosis

UserThomas Hartigan.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 20 May 2025, 17:00-17:45

Sheaf-Based Diffusion for Multimodal Graph Learning

UserMar Gonzàlez i Català (Universitat Politècnica de Catalunya).

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 13 May 2025, 16:00-16:45

Superposition in GNNs

UserLukas Pertl.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 12 May 2025, 17:00-17:45

Exploring the interplay between Ricci Flow, the Fisher Information Matrix and Gradient Descent in Neural Networks

UserPhysics.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 12 May 2025, 17:00-17:45

Sphere Embedding: The Atom for Explainable and Reliable AI and Machine Reasoning (Part 1). recorded https://www.youtube.com/watch?v=jIfrnwqpKRE

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 29 April 2025, 17:00-17:45

bla bla

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockSaturday 26 April 2025, 17:00-17:45

bla bla

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockSaturday 26 April 2025, 17:00-17:45

bla bla

UserZeno.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 23 April 2025, 17:00-17:45

blabla

UserCassidy.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockSunday 13 April 2025, 17:00-17:45

Deterministic Neural Syllogistic Reasoning (Part 2) recorded: https://www.youtube.com/watch?v=PFCHg-DAnEs

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 31 March 2025, 17:00-17:45

From Machine Learning to Machine Reasoning: Deterministic Neural Syllogistic Reasoning (Part 1)

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 25 March 2025, 17:00-17:45

Surgical data using LLMs

UserHugo Georgenthum.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 21 March 2025, 17:00-17:45

From Machine Learning to Machine Reasoning: Deterministic Neural Syllogistic Reasoning (Part 1).

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 17 March 2025, 17:00-17:45

Modelling microbiome-mediated epigenetic inheritance of disease risk

Hybrid

UserBobby Ranjan.

HouseLecture Theatre 1, Computer Laboratory, William Gates Building.

ClockMonday 17 March 2025, 17:00-17:45

On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning

hybrid : meet.google.com/bhz-scdk-unp

UserAlvaro Arroyo, University of Oxford.

HouseLecture Theatre 1, Computer Laboratory, William Gates Building.

ClockThursday 06 March 2025, 17:00-17:45

Incorporating Flexibility in Antibody-Antigen Interaction Prediction

UserSara Joubbi.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 26 February 2025, 17:30-18:00

Beyond Interpolation: Extrapolative Reasoning with Reinforcement Learning and Graph Neural Networks

UserNiccolò Grillo.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 24 February 2025, 18:45-19:15

Network modelling and Graph Neural Networks for emergency healthcare management

UserAnnamaria Defilippo, PhD Student - Magna Graecia University of Catanzaro.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 24 February 2025, 18:00-18:30

Harnessing Large Language Models for Medical Data Processing: Structured Information Extraction, Disease Classification, and RAG Integration 

UserCristian Cosentino (Università della Calabria).

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 24 February 2025, 17:30-20:30

From Machine Learning to Machine Reasoning -- Why Machine Learning Cannot Reach the Rigour of Logical Reasoning? recorded: https://www.youtube.com/watch?v=x38GySbuGJg

UserTiansi Dong.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockThursday 20 February 2025, 17:00-17:45

Multi-Head Explainer: A General Framework to Improve Explainability in CNNs and Transformers

record: https://youtu.be/iuT_tkVEgA4

UserBohang Sun(Bob) University of Electronic Science and Technology of China.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 17 January 2025, 15:00-16:00

Constrained Neural Flows

https://meet.google.com/cwu-sumr-qzq

UserChandan Gupta.

HouseVenue to be confirmed.

ClockFriday 29 November 2024, 17:00-17:45

Expanding the borders of Multimodal Graph Learning with Sheaf Neural Networks

UserMar Gonzàlez i Català.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 26 November 2024, 17:20-18:00

Sheaves for Heterogeneous Data

UserLuke Braithwaite.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 27 September 2024, 17:00-18:00

Enhancing Climate Prediction with Knowledge-Infused Deep Learning Models

UserSimone Monaco, Politecnico if Torino.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockThursday 26 September 2024, 17:00-18:00

Sheaves for Heterogeneous Data

UserLuke Braithwaite (University of Cambridge, Cambridge).

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 23 August 2024, 17:00-18:00

How deep can LLMs reason? Benchmarking GPT and Llama models on nested mathematical formulas

UserFlavio Petruzzellis, Universita' di Padova.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 07 June 2024, 17:00-18:00

Towards Machine Learning-enhanced Monitoring

UserAndrea Brunello and Nicola Saccomanno, University of Udine.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockThursday 22 February 2024, 17:00-18:00

Opinion dynamics inspired sheaf neural networks.

UserFerran Hernandez Caralt.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockFriday 16 February 2024, 17:00-18:00

Personalising Crutch Geometries through Bayesian Optimisation

UserRiccardo Conci, University of Cambridge.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 24 January 2024, 19:00-20:00

Multi-Agent Graph Learning-Based Optimization and its Applications to Computer Networks

UserGuillermo Bernárdez Gil, UPC Barcelona.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 08 November 2023, 17:00-18:00

Revolutionizing Biosensing Technologies: Plug and Play Devices in Medical and Agricultural Diagnostics

UserMuhammad J. A. Shiddiky, Rural Health Research Institute (RHRI), Charles Sturt University, Orange NSW 2800.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 24 October 2023, 17:00-18:00

Spectral Graph Neural Network: Polynomial Approximation and Optimization

UserKeke Huang, National University of Singapore.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockWednesday 18 October 2023, 17:30-18:30

Subgraphs

hybrid zoom and presence

UserSpeaker to be confirmed.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockMonday 28 August 2023, 17:00-18:00

Ethical and legal aspects of AI training in healthcare

join us also with zoom

UserChiara Gallese, University of Turin.

HouseLecture Theatre 2, Computer Laboratory, William Gates Building.

ClockTuesday 22 August 2023, 14:00-15:00

Please see above for contact details for this list.

Other lists

https://zoom.us/j/98085179345 Selwyn College, Walters Room https://zoom.us/j/92564124601

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