2025 Spring UVa CS Generative AI Seminar Lectures Organized by Tags

Click on a tag to see relevant list of lectures.


Agent

Title Lecture
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Agent Components

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

Application

Title Lecture
Agents in Healthcare SlideDeck
Agents HCLS Data SlideDeck

BasicLLM

Title Lecture
Introduction SlideDeck
LLM basics - Preference Alignment SlideDeck

Benchmarks

Title Lecture
Agent Evaluation

Context

Title Lecture
Agent - Memory SlideDeck
Agent Customization

Customization

Title Lecture
Agents Optimization - Data synthesis SlideDeck
Agents Optimization

Efficiency

Title Lecture
Model Serving for Agents
Model Serving for Agents

HCLS

Title Lecture
Agents HCLS Data SlideDeck

Healthcare

Title Lecture
Agents in Life Science SlideDeck
Agent in Genome Science SlideDeck

Jailbreaking

Title Lecture
Agent Safety

MCP

Title Lecture
More - LLM Alignments SlideDeck
Research Agents SlideDeck

Multiagent

Title Lecture
Agent - Multiagent collaboration
Agent - Multiagent collaboration

Multimodal

Title Lecture
Agent - World model
Agent - World model

Perception

Title Lecture
Agents in Life Science SlideDeck
Agent in Genome Science SlideDeck

Planning

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

Reasoning

Title Lecture
Agent Brain - Reasoning + GRPO SlideDeck
Diffusion models to Generate

Safety

Title Lecture
Agent Safety
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World model

Title Lecture
Agent - World model
Agent - World model
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