Rui Pan 潘瑞

specreason. PoC for "SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning" [NeurIPS '25]

marconi. Artifact for "Marconi: Prefix Caching for the Era of Hybrid LLMs" [MLSys '25 Outstanding Paper Award, Honorable Mention]

failfast. Artifact for "Fail Fast, Win Big: Rethinking the Drafting Strategy in Speculative Decoding via Diffusion LLMs" [arXiv '25]

paper_notes. Personal blog + reading notes on system-ish papers

torch_profiler. Simple PyTorch profiler that combines DeepSpeed Flops Profiler and TorchInfo

cs759-sp21. CS/ECE/ME/EP 759 (High Performance Computing for Engineering Applications) Course Project: Cautiously Aggressive GPU Space Sharing to Improve Resource Utilization and Job Efficiency

ruipeterpan.github.io. Rui's personal portfolio website

cs639-fa20. CS 639 (Introduction to Computer Vision) Course Project: Real-time Vision Tasks with a High Degree of Freedom Robot Arm

cs61c-su19. CS 61C: Great Ideas in Computer Architecture (Machine Structures) Course & Lab Projects

echelonflow_slides.

Fast_dLLM_v2_1.5B. Artifact for "Fail Fast, Win Big: Rethinking the Drafting Strategy in Speculative Decoding via Diffusion LLMs" [arXiv '25]

cos598d_sp24. Python