30 posts in total
2026
1. Discrete Event Simulation
2. Review of Probability and Statistics
3. Random Number Generation
Reading Notes of CacheCraft: Discovering KV Cache Eviction Policies via LLM-Guided Program Evolution
Reading Notes of The Pitfalls of KV Cache Compression
Reading Notes of KVP: Learning to Evict from Key-Value Cache
Reading Notes of H2O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models
Reading Notes of EvoDS: Self-Evolving Autonomous Data Science Agent with Skill Learning and Context Management
Reading Notes of ACM: Agentic Context Management for Long Horizon Tasks
Reading Notes of ACON: Optimizing Context Compression for Long-horizon LLM Agents