Graph Theory Courses

Qdrant - Vector Database & Search Engine

Optimizing GDPR Compliance Retrieval with Hybrid Graph-Augmented RAG Systems

Explore advanced RAG architectures for legal compliance, comparing vector, hybrid, and graph-augmented systems to achieve precise GDPR query responses with proper citations.

• YouTube
• 12 minutes
• Self-Paced
• Free Video

Stanford Physics

Irreversibility in Quantum Field Theory - An Information-Theoretic Perspective

Explore quantum field theory's irreversibility through information theory, examining renormalization group flow and state distinguishability across dimensions.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Simons Foundation

Spectral Analyses of Graph Neural Networks

Explore spectral analysis techniques for understanding Graph Neural Networks through mathematical foundations and theoretical insights from leading research.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Institute for Advanced Study

Field Theory for the Self-Dual Confinement Transition of the Toric Code and Beyond

Explore advanced field theory techniques for understanding self-dual confinement transitions in toric code models and related quantum many-body systems.

• YouTube
• 39 minutes
• Self-Paced
• Free Video

Valence Labs

Transformers Discover Molecular Structure Without Graph Priors

Discover how Transformers can learn molecular structure from Cartesian coordinates without graph priors, challenging GNN dominance in molecular machine learning and drug discovery.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Applications of O-Minimality to Computational Problems in Dynamical Systems Theory

Explore o-minimality applications to solve computational problems in dynamical systems, including the Skolem Problem and orbit verification for linear recurrence sequences.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

INI Seminar Room 2

Higher Berry Phases, Tensor Networks, and Boundary Conformal Field Theory

Explore advanced quantum field theory concepts connecting higher Berry phases with tensor networks and boundary conformal field theory applications.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

INI Seminar Room 2

Higher Berry Phases, Tensor Networks, and Boundary Conformal Field Theory

Explore advanced quantum field theory concepts through higher Berry phases, tensor networks, and boundary conformal field theory in this Princeton University seminar.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

Discover AI

Neurosymbolic 80M AI from Princeton Beats GPT - GraphMERT Framework for Knowledge Graph Distillation

Explore Princeton's GraphMERT framework that combines neural learning with symbolic reasoning to create reliable knowledge graphs, outperforming GPT with superior accuracy.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Topos Institute

A General Representability Theorem for Systems Theory - Part 2

Explore advanced categorical systems theory through David Jaz Myers' continuation of representability theorems in the Double Operadic Theory of Systems framework.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

Discover AI

New Graph-based Agent Planning - GAP Framework with Parallel Tool Use and Reinforcement Learning

Discover the GAP framework for AI agent planning using graph-based parallel tool execution and reinforcement learning from leading universities.

• YouTube
• 20 minutes
• Self-Paced
• Free Video

USENIX

REVDECODE - Enhancing Binary Function Matching with Context-Aware Graph Representations and Relevance Decoding

Discover REVDECODE, a context-aware framework that improves binary function matching through relevance decoding and GPU optimization for enhanced reverse engineering tasks.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

USENIX

Distributed Private Aggregation in Graph Neural Networks

Discover how to implement privacy-preserving Graph Neural Networks in distributed environments using Secure Multi-Party Computation protocols for node-level differential privacy protection.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

USENIX

GraphAce - Secure Two-Party Graph Analysis Achieving Communication Efficiency

Discover GraphAce, a breakthrough secure two-party graph analysis framework that eliminates edge-related network traffic and achieves up to 99.99% communication savings.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

Excellence Academy

General Physics Examination on VT Graph - Motion Graph Exam Question Solution Part 4

Master velocity-time and position-time graph analysis through step-by-step solutions to typical physics exam questions in this focused tutorial.

• YouTube
• 11 minutes
• Self-Paced
• Free Video