Zhengyang Geng
13 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Academic Marathon Β· Sprint π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
β
The Questioner
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Century Club Β· Bronze
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Deep Learning
(8)
Machine Learning
(7)
Models
(6)
Optimization & Theory
(5)
Computer Vision
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Application Areas
(1)
Keywords
image generation
(6)
diffusion model
(5)
generative model
(3)
model distillation
(2)
implicit model
(2)
deep equilibrium
(2)
optical flow estimation
(1)
parallel processing
(1)
flow matching
(1)
optimization
(1)
gradient estimation
(1)
score matching
(1)
self-supervised learning
(1)
neural network optimization
(1)
deep equilibrium model
(1)
deep learning
(1)
language model
(1)
fixed point computation
(1)
fixed point
(1)
reasoning
(1)
Papers
Improved Mean Flows: On the Challenges of Fastforward Generative Models
CVPR 2026
Consistency Models Made Easy
ICLR 2025
David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training
ICML 2025
RBench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation
ICML 2025
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads
ICML 2024
One-Step Diffusion Distillation through Score Implicit Matching
NeurIPS 2024
One-Step Diffusion Distillation via Deep Equilibrium Models
NeurIPS 2023
Deep Equilibrium Approaches to Diffusion Models
NeurIPS 2022
Deep Equilibrium Optical Flow Estimation
CVPR 2022
Eliminating Gradient Conflict in Reference-Based Line-Art Colorization
ECCV 2022
Is Attention Better Than Matrix Decomposition?
ICLR 2021
On Training Implicit Models
NeurIPS 2021
Residual Relaxation for Multi-view Representation Learning
NeurIPS 2021