Lectures

  • 01/30/2025: LLM Web Versions vs. API

  • 02/18/2025: Engineering Benchmarks for LLMs Part 1

  • 02/20/2025: Engineering Benchmarks for LLMs Part 2

  • 02/25/2025: Automated Evaluations of LLMs on Engineering Benchmarks

  • 03/04/2025: Case Study: ControlAgent

  • 03/06/2025: Case Study: AnalogCoder

  • 03/11/2025: A Unified Perspective on Inference-Time Scaling law and LLM agents

  • 03/13/2025): Multi-Agent LLM Reasoning and Engineering Tool-use

  • 03/25/2025: Alignment via Finetuning

  • 03/27/2025: Alignment via RAG

  • 04/01/2025: Midterm Presentation for Final Project, Part I

  • 04/03/2025: Midterm Presentation for Final Project, Part II

  • 04/08/2025: Alignment via RLHF, DPO, and PPO

  • 04/10/2025: Long-Context Reasoning

  • 04/15/2025: Multi-Modality

  • 04/17/2025: VLM, Part I

  • 04/22/2025: VLM, Part II

  • 04/24/2025: VLM vs. LLM

  • 04/29/2025: Final Project Presentation, Part I

  • 05/01/2025: Final Project Presentation, Part II

  • 05/06/2025: Final Project Presentation, Part III