Yufan Zhou
21 papers · 2020–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+7 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (45) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π§¬
Topic Evolution
π€
Dynamic Duo
(14)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(107)
β‘
Prolific Year Β· Productive
Top co-authors
Research topics
Machine Learning
(15)
Deep Learning
(12)
Artificial Intelligence
(10)
Computer Vision
(9)
Core AI
(9)
Models
(9)
Learning Types Β· Machine Learning
(8)
Generation
(7)
Natural Language Processing
(6)
Application Areas
(6)
Core Methods
(5)
Resources & Methods
(4)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Reinforcement Learning
(1)
Keywords
large language model
(6)
diffusion model
(5)
text-to-image generation
(4)
language-free training
(2)
zero-shot learning
(2)
image generation
(2)
kernel methods
(2)
generative adversarial network
(2)
layout generation
(2)
text-rich image
(2)
multimodal learning
(2)
model compression
(2)
multimodal large language model
(2)
knowledge distillation
(1)
text-to-image synthesis
(1)
semi-supervised learning
(1)
entropy minimization
(1)
variational inference
(1)
adversarial learning
(1)
neural tangent kernel
(1)
Papers
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
COLING 2025
ARTIST: Improving the Generation of Text-Rich Images with Disentangled Diffusion Models and Large Language Models
WACV 2025
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
EMNLP 2025
Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos
ICLR 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
ICCV 2025
Numerical Pruning for Efficient Autoregressive Models
AAAI 2025
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
ICLR 2025
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
ICLR 2025
Customization Assistant for Text-to-Image Generation
CVPR 2024
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
ACL 2024
TextLap: Customizing Language Models for Text-to-Layout Planning
EMNLP 2024
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
ICLR 2024
TRINS: Towards Multimodal Language Models that Can Read
CVPR 2024
Shifted Diffusion for Text-to-Image Generation
CVPR 2023
TiGAN: Text-Based Interactive Image Generation and Manipulation
AAAI 2022
Towards Language-Free Training for Text-to-Image Generation
CVPR 2022
Meta-Learning with Neural Tangent Kernels
ICLR 2021
MixKD: Towards Efficient Distillation of Large-scale Language Models
ICLR 2021
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions
AAAI 2020
Learning Manifold Implicitly via Explicit Heat-Kernel Learning
NeurIPS 2020
Variational Adversarial Kernel Learned Imitation Learning
AAAI 2020