Huangjie Zheng
22 papers · 2019–2026 · 5 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
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πΊοΈ Taxonomy Completionist (41) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(12)
π€
Dynamic Duo
(17)
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Topic Evolution
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Keyword Champion
(3)
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Triple Crown
π
Grand Slam
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
ποΈ
Keyword Collector
(107)
Venues
Top co-authors
Research topics
Deep Learning
(19)
Machine Learning
(15)
Models
(15)
Computer Vision
(9)
Generation
(8)
Learning Types Β· Machine Learning
(8)
Artificial Intelligence
(5)
Application Areas
(5)
Architectures
(5)
Optimization & Theory
(5)
Core AI
(4)
Core Methods
(4)
Learning Types Β· Deep Learning
(3)
Bayesian & Probabilistic
(2)
Healthcare & Medicine
(1)
Keywords
diffusion model
(9)
image generation
(7)
generative model
(3)
one-step generation
(3)
denoising diffusion
(2)
knowledge distillation
(2)
mode collapse
(2)
long-tailed distribution
(2)
generative adversarial network
(2)
score identity distillation
(2)
diffusion probabilistic model
(2)
uncertainty estimation
(2)
kl divergence
(1)
knowledge transfer
(1)
prototype learning
(1)
adversarial robustness
(1)
generative modeling
(1)
uncertainty quantification
(1)
prompt learning
(1)
image restoration
(1)
Papers
Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference
CVPR 2026
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One Step
ICLR 2025
Guided Score identity Distillation for Data-Free One-Step Text-to-Image Generation
ICLR 2025
Normalizing Flows are Capable Generative Models
ICML 2025
What If We Recaption Billions of Web Images with LLaMA-3?
ICML 2025
Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
ICLR 2024
Long-tailed Diffusion Models with Oriented Calibration
ICLR 2024
Score identity Distillation: Exponentially Fast Distillation of Pretrained Diffusion Models for One-Step Generation
ICML 2024
Beta Diffusion
NeurIPS 2023
Class-Balancing Diffusion Models
CVPR 2023
Diffusion-GAN: Training GANs with Diffusion
ICLR 2023
DR2: Diffusion-Based Robust Degradation Remover for Blind Face Restoration
CVPR 2023
Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models
NeurIPS 2023
POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models
ICML 2023
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders
ICLR 2023
CARD: Classification and Regression Diffusion Models
NeurIPS 2022
Representing Mixtures of Word Embeddings with Mixtures of Topic Embeddings
ICLR 2022
Alignment Attention by Matching Key and Query Distributions
NeurIPS 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation
NeurIPS 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions
NeurIPS 2021
Elastic Boundary Projection for 3D Medical Image Segmentation
CVPR 2019
Understanding VAEs in Fisher-Shannon Plane
AAAI 2019