yichuan-w / MLsys_reading_listLinks
A record of reading list on some MLsys popular topic
☆21Updated 10 months ago
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- Accelerating Large-Scale Reasoning Model Inference with Sparse Self-Speculative Decoding☆82Updated 2 months ago
- [NeurIPS'25 Spotlight] Adaptive Attention Sparsity with Hierarchical Top-p Pruning☆87Updated 2 months ago
- [NeurIPS 2025] ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive☆66Updated last month
- ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction (NIPS'24)☆52Updated last year
- ☆164Updated 6 months ago
- ☆54Updated 4 months ago
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆69Updated last year
- Building the Virtuous Cycle for AI-driven LLM Systems☆140Updated this week
- Systems for GenAI☆155Updated last week
- ☆130Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆174Updated last year
- Scalable long-context LLM decoding that leverages sparsity—by treating the KV cache as a vector storage system.☆119Updated last month
- [EuroSys'25] Mist: Efficient Distributed Training of Large Language Models via Memory-Parallelism Co-Optimization☆21Updated 5 months ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆208Updated last year
- ☆79Updated 3 years ago
- MS108 Course Project, SJTU ACM Class.☆32Updated 3 years ago
- ☆83Updated 3 months ago
- Preview Code for Continuum Paper☆30Updated 3 weeks ago
- Research prototype of PRISM — a cost-efficient multi-LLM serving system with flexible time- and space-based GPU sharing.☆54Updated 5 months ago
- NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading☆81Updated 7 months ago
- [ASPLOS'25] Towards End-to-End Optimization of LLM-based Applications with Ayo☆60Updated 5 months ago
- Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]☆49Updated 10 months ago
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆41Updated 8 months ago
- Distributed MoE in a Single Kernel [NeurIPS '25]☆188Updated last week
- ☆15Updated last year
- A framework for generating realistic LLM serving workloads☆98Updated 3 months ago
- [ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference☆368Updated 6 months ago
- Learning TileLang with 10 puzzles!☆56Updated this week
- The official implementation for the intra-stage fusion technique introduced in https://arxiv.org/abs/2409.13221☆29Updated 9 months ago
- paper and its code for AI System☆347Updated last month