Yitong Wang
35 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (60) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Keyword Champion
(2)
ποΈ
Keyword Collector
(150)
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Prolific
π
Century Club Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
Top co-authors
Research topics
Computer Vision
(21)
Deep Learning
(18)
Processing
(15)
Machine Learning
(12)
Artificial Intelligence
(11)
Core AI
(10)
Generation Β· Computer Vision
(8)
Learning Types
(8)
Models
(8)
Architectures
(6)
Analysis
(5)
Natural Language Processing
(4)
Application Areas
(4)
Core Methods
(4)
Generation Β· Natural Language Processing
(3)
Keywords
diffusion model
(6)
vision-language model
(6)
semantic segmentation
(5)
open-vocabulary segmentation
(4)
image restoration
(3)
image editing
(3)
text-to-image generation
(3)
knowledge distillation
(3)
image segmentation
(3)
instance segmentation
(3)
zero-shot learning
(2)
image generation
(2)
catastrophic forgetting
(2)
convolutional neural network
(2)
diffusion transformer
(2)
continual learning
(2)
universal segmentation
(2)
model compression
(2)
video generation
(2)
multimodal diffusion transformer
(2)
Papers
DreamOmni2: Multimodal Instruction-based Generation and Editing
CVPR 2026
DreamShot: Personalized Storyboard Synthesis with Video Diffusion Prior
CVPR 2026
DreamSR: Towards Ultra-High-Resolution Image Super-Resolution via a Receptive-Field Enhanced Diffusion Transformer
CVPR 2026
MMIFEvol: Towards Evolutionary Multimodal Instruction Following
AAAI 2026
Soft Orthogonal Low-Rank Adaptation for Knowledge Sharing in Large Language Model Continual Learning
ACL 2026
VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer
CVPR 2026
CreatiLayout: Siamese Multimodal Diffusion Transformer for Creative Layout-to-Image Generation
ICCV 2025
DreamFuse: Adaptive Image Fusion with Diffusion Transformer
ICCV 2025
DreamLayer: Simultaneous Multi-Layer Generation via Diffusion Model
ICCV 2025
DreamOmni: Unified Image Generation and Editing
CVPR 2025
EntityErasure: Erasing Entity Cleanly via Amodal Entity Segmentation and Completion
CVPR 2025
Fast Omni-Directional Image Super-Resolution: Adapting the Implicit Image Function with Pixel and Semantic-Wise Spherical Geometric Priors
AAAI 2025
LOIRE: LifelOng learning on Incremental data via pre-trained language model gRowth Efficiently
ICLR 2025
QK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editing
ICCV 2025
Real, Fake, or Manipulated? Detecting Machine-Influenced Text
EMNLP 2025
ReTracing: An Archaeological Approach Through Body, Machine, and Generative Systems
NeurIPS 2025
Stepping Out of Similar Semantic Space for Open-Vocabulary Segmentation
ICCV 2025
"ByteEdit: Boost, Comply and Accelerate Generative Image Editing"
ECCV 2024
LLMGA: Multimodal Large Language Model based Generation Assistant
ECCV 2024
Open-Vocabulary Segmentation with Semantic-Assisted Calibration
CVPR 2024
Universal Segmentation at Arbitrary Granularity with Language Instruction
CVPR 2024
Automatic Animation of Hair Blowing in Still Portrait Photos
ICCV 2023
Basic Binary Convolution Unit for Binarized Image Restoration Network
ICLR 2023
DiffIR: Efficient Diffusion Model for Image Restoration
ICCV 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
CVPR 2023
Global Knowledge Calibration for Fast Open-Vocabulary Segmentation
ICCV 2023
Knowledge Distillation based Degradation Estimation for Blind Super-Resolution
ICLR 2023
Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue
EMNLP 2023
SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation
NeurIPS 2023
Structured Sparsity Learning for Efficient Video Super-Resolution
CVPR 2023
Global Spectral Filter Memory Network for Video Object Segmentation
ECCV 2022
Human De-Occlusion: Invisible Perception and Recovery for Humans
CVPR 2021
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method
ICML 2018
CosFace: Large Margin Cosine Loss for Deep Face Recognition
CVPR 2018
Orthogonal Deep Features Decomposition for Age-Invariant Face Recognition
ECCV 2018