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Fuyuan Shi

3 accepted papers

2026

MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference

ICLR 2026poster

We present MeanCache, a training-free caching framework for efficient Flow Matching inference. Existing caching methods reduce redundant computation but typically rely on instantaneous velocity information (e.g., feature caching), which often leads to severe trajectory deviations and error accumulat…

Cited by 0SourceScholar
2025

LeMiCa: Lexicographic Minimax Path Caching for Efficient Diffusion-Based Video Generation

NeurIPS 2025spotlight

We present LeMiCa, a training-free and efficient acceleration framework for diffusion-based video generation. While existing caching strategies primarily focus on reducing local heuristic errors, they often overlook the accumulation of global errors, leading to noticeable content degradation between…

Cited by 0SourceScholar
2019

Towards More Realistic Human-Robot Conversation: A Seq2Seq-based Body Gesture Interaction System

IROS 2019poster

This paper presents a novel system that enables intelligent robots to exhibit realistic body gestures while communicating with humans. The proposed system consists of a listening model and a speaking model used in corresponding conversational phases. Both models are adapted from the sequence-to-sequ…

Cited by 13SourceScholar