Si.X

Sihan Xu

Intern
AMI Labs
Ph.D. Student
University of Michigan
Email
sihanxu [at] umich [dot] edu
Google Scholar GitHub Hugging Face Twitter
Sihan Xu
Sihan Xu

Selected Publications

* Equal contribution† Corresponding author or project lead

If you like my figures here, I highly recommend you also visit Ziqiao Ma's homepage.

01

Next-Embedding Prediction Makes Strong Vision Learners

Technical Report, arXiv 2025

Sihan Xu, Ziqiao Ma, Wenhao Chai, Xuweiyi Chen, Weiyang Jin, Joyce Chai, Saining Xie, Stella X. Yu

Project Blog arXiv Code Model
NEPA illustration
NEPA method figure
02

UniCtrl: Improving the Spatiotemporal Consistency of Text-to-Video Diffusion Models via Training-Free Unified Attention Control

TMLR

Tian Xia*, Xuweiyi Chen*, Sihan Xu†

Paper Project arXiv Demo Code
UniCtrl illustration
UniCtrl method figure
03

Inversion-Free Image Editing with Natural Language

CVPR 2024

Sihan Xu*, Yidong Huang*, Jiayi Pan, Ziqiao Ma, Joyce Chai

Paper Project arXiv Demo Code
InfEdit illustration
InfEdit method figure
04

CycleNet: Rethinking Cycle Consistency in Text-Guided Diffusion for Image Manipulation

NeurIPS 2023

Sihan Xu*, Ziqiao Ma*, Yidong Huang, Honglak Lee, Joyce Chai

Paper Project arXiv Code
CycleNet illustration
CycleNet method figure
05

ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder

Michigan AI Symposium 2022

Sihan Xu*†, Zelong Jiang*, Ruisi Liu*, Kaikai Yang, Zhijie Huang

Poster Project arXiv Code
ACE illustration
ACE method figure