From the 1 of 3 linked papers with an AI index.
3 papers
cs.DC2026
FlashDiff: Efficient Regional Execution and Scheduling for Diffusion Model Serving
Yaqi Qiao, Ping He, Songrun Xie +4
FlashDiff is a system that speeds up diffusion model inference by dynamically selecting which latent regions need further processing and efficiently scheduling those regions across…
cs.NI2026
Multi-stage Flow Scheduling for LLM Serving
Yijun Sun, Xudong Liao, Songrun Xie +5
Meeting stringent Time-To-First-Token (TTFT) requirements is crucial for LLM applications. To improve efficiency, modern LLM serving systems adopt disaggregated architectures with…
cs.SE2024
Evaluating Language Models for Efficient Code Generation
Jiawei Liu, Songrun Xie, Junhao Wang +3
We introduce Differential Performance Evaluation (DPE), a framework designed to reliably evaluate Large Language Models (LLMs) for efficient code generation. Traditional coding ben…