Graph Theory Courses

Association for Computing Machinery (ACM)

Revisiting Knowledge Graph Completion From a Practical Perspective - Danai Koutra

Explore practical aspects of knowledge graph completion, covering construction, calibration, open-world assumptions, and human-AI collaboration for improved link prediction and triple classification.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Deep Learning Day - Advances in Theory, Systems, and Applications

Comprehensive exploration of deep learning featuring expert talks on scaling, debugging, and advanced techniques. Covers theoretical foundations and practical applications across various domains.

• YouTube
• 8 hours 31 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Graph Mining Hamilton

Learn graph representation techniques for node classification, link prediction, and graph classification. Explore deep learning on graphs, GNNs, and their applications in drug repurposing and recommender systems.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

Complexity Theory III

Explore advanced complexity theory concepts, including minimal circuits, probabilistic formulas, and explicit obstructions in this in-depth theoretical computer science lecture.

• YouTube
• 39 minutes
• On-Demand
• Free Video

Association for Computing Machinery (ACM)

DeepMem: Learning Graph Neural Network Models for Fast and Robust Memory Forensic Analysis

DeepMem: A graph-based deep learning approach for fast and robust memory forensic analysis, using novel memory graph models and neural networks to enhance object detection in raw memory dumps.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Aiding Static Analysis - Discovering Vulnerabilities in Binary Targets through Knowledge Graph

Explore advanced techniques for vulnerability detection in binary targets using knowledge graphs, static analysis, and specialized tools like Binary Ninja and Kraken.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

TheIACR

Asiacrypt 2022 Theory 1

Explore advanced cryptographic concepts including ring signatures, witness encryption, and partial blind signatures in this comprehensive theoretical session.

• YouTube
• 1 hour 45 minutes
• On-Demand
• Free Video

TheIACR

SCA Theory and Evaluation

Explore side-channel attack theory, evaluation methods, and countermeasures in cryptography, focusing on masking techniques and optimization strategies.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Security BSides San Francisco

Graph Based Detection and Response with Grapl

Explore graph-based security analytics with Grapl, leveraging Python for powerful attack detection, behavior analysis, and streamlined investigations in complex environments.

• YouTube
• 46 minutes
• On-Demand
• Conference Talk

TipTut

Intro to Shape Theory - Basics for Beginners

Explore shape theory fundamentals and their real-world design applications, covering circles, squares, triangles, lines, and Gestalt principles for effective visual communication.

• YouTube
• 24 minutes
• On-Demand
• Free Video

TipTut

Typography Theory - The Basics of Type - Basics for Beginners

Explore essential typography concepts, terminology, and font variations to enhance your design skills and create visually appealing text layouts.

• YouTube
• 15 minutes
• On-Demand
• Free Video

Joint Mathematics Meetings

Tame Geometry for Hodge Theory

Explore tame geometry's role in Hodge Theory, covering major advances, definable structures, and key theorems. Gain insights into geometric variation and functional transcendence in this advanced mathematics lecture.

• YouTube
• 52 minutes
• On-Demand
• Conference Talk

Joint Mathematics Meetings

Understanding Frameworks for Priority Arguments in Computability Theory

Explore frameworks for priority arguments in computability theory, focusing on partial computability, Turing reducibility, and infinite injury methods in mathematical logic.

• YouTube
• 52 minutes
• On-Demand
• Conference Talk

Joint Mathematics Meetings

Computable Structure Theory with Noncomputable Structures

Explore computable structure theory, categoricity, and noncomputable structures in mathematics, focusing on fields and isomorphism types of subfields.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Joint Mathematics Meetings

Smooth Invariants of Four-dimensional Manifolds and Quantum Field Theory

Explore the intersection of smooth 4D manifold invariants and quantum field theory, focusing on Yang-Mills theory, instantons, and topological invariants in this advanced mathematics lecture.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk