2025 Spring UVa CS Generative AI Seminar Lectures Organized by Tags

Click on a tag to see relevant list of lectures.


Agent

Title Lecture
buffer

Agent Components

Title Lecture
More - LLM Alignments SlideDeck
Intro - LLM Agents SlideDeck

Application

Title Lecture
Agents Science Applications
Agents HCLS Applications

BasicLLM

Title Lecture
Introduction SlideDeck
LLM basics - Preference Alignment SlideDeck

Benchmarks

Title Lecture
Agent Evaluation

Context

Title Lecture
Agent - Memory
Agent - Memory

Customization

Title Lecture
Agents Optimization
Agents Optimization

Efficiency

Title Lecture
Model Serving for Agents
Model Serving for Agents

HCLS

Title Lecture
Agents HCLS Applications

Healthcare

Title Lecture
FM/Agent - in Life Science / Pharma

Jailbreaking

Title Lecture
Agent Safety

MCP

Title Lecture
More Intro on Language agents
More Intro on Language agents

Multiagent

Title Lecture
Agent - Multiagent collaboration
Agent - Multiagent collaboration

Multimodal

Title Lecture
Agent - World model
Agent - World model

Perception

Title Lecture
FM/Agent - in Life Science / Pharma
Agent - Perception

Planning

Title Lecture
Agent - Planning / Test time scaling
Agent - Planning

Reasoning

Title Lecture
Agent Brain - Reasoning
Diffusion models

Safety

Title Lecture
Agent Safety
buffer

World model

Title Lecture
Agent - World model
Agent - World model
BackTop