Xuan Ju
11 papers · 2022–2025 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Triple Crown π Keyword Champion (2)
π
Grand Slam
π€
Dynamic Duo
(10)
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(7)
Generation
(6)
Models
(6)
Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI Β· Artificial Intelligence
(2)
Processing
(2)
Natural Language Processing
(1)
Analysis
(1)
Core AI Β· Computer Vision
(1)
Core Methods
(1)
Keywords
diffusion model
(5)
video generation
(3)
diffusion transformer
(2)
multimodal control
(2)
human image generation
(2)
image editing
(2)
time series
(1)
person detection
(1)
motion generation
(1)
foundation model
(1)
latent space
(1)
controllable generation
(1)
consistency model
(1)
stable diffusion
(1)
video dataset
(1)
temporal consistency
(1)
long-form video
(1)
video generation dataset
(1)
structured caption
(1)
motion intensity
(1)
Papers
FastVideoEdit: Leveraging Consistency Models for Efficient Text-to-Video Editing
WACV 2025
FullDiT: Video Generative Foundation Models with Multimodal Control via Full Attention
ICCV 2025
MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls
AAAI 2025
BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
ECCV 2024
MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
NeurIPS 2024
Multi-Patch Prediction: Adapting Language Models for Time Series Representation Learning
ICML 2024
PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code
ICLR 2024
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes
CVPR 2023
HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation
ICCV 2023
DeciWatch: A Simple Baseline for 10Γ Efficient 2D and 3D Pose Estimation
ECCV 2022
SmoothNet: A Plug-and-Play Network for Refining Human Poses in Videos
ECCV 2022