Muyang Li
18 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (35) 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint
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Dynamic Duo
(11)
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Prolific Year · Productive
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Unstoppable · Bronze
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Century Club · Bronze
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Research topics
Deep Learning
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Machine Learning
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Computer Vision
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Application Areas
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Generation
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Optimization & Theory · Deep Learning
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Techniques
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Artificial Intelligence
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Architectures
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Core AI
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Learning Types · Machine Learning
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Core Methods
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Optimization & Theory · Machine Learning
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Learning Types · Deep Learning
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Keywords
diffusion model
(5)
image generation
(4)
semi-supervised learning
(2)
weight quantization
(2)
conditional generative adversarial network
(2)
model compression
(2)
generative adversarial network
(2)
diffusion transformer
(2)
activation quantization
(2)
model selection
(2)
knowledge transfer
(1)
human pose estimation
(1)
pseudo labeling
(1)
efficient inference
(1)
neural architecture search
(1)
video generation
(1)
image editing
(1)
dense retrieval
(1)
image synthesis
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distributed computing
(1)
Papers
DeltaQuant: 4-bit Video Diffusion Models with Spatiotemporal Delta Smoothing
CVPR 2026
FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction
CVPR 2026
Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance
CVPR 2026
Select Before Use: On the Importance of Reference Model Selection in Preference Alignment
ACL 2026
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
ICLR 2025
ReSa2: A Two-Stage Retrieval-Sampling Algorithm for Negative Sampling in Dense Retrieval
ACML 2025
SANA 1.5: Efficient Scaling of Training-Time and Inference-Time Compute in Linear Diffusion Transformer
ICML 2025
SANA: Efficient High-Resolution Text-to-Image Synthesis with Linear Diffusion Transformers
ICLR 2025
Sparse Video-Gen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
ICML 2025
SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models
ICLR 2025
Condition-Aware Neural Network for Controlled Image Generation
CVPR 2024
DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
CVPR 2024
Towards Realistic Model Selection for Semi-supervised Learning
ICML 2024
InstanT: Semi-supervised Learning with Instance-dependent Thresholds
NeurIPS 2023
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
NeurIPS 2022
Lite Pose: Efficient Architecture Design for 2D Human Pose Estimation
CVPR 2022
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations
IJCAI 2022
GAN Compression: Efficient Architectures for Interactive Conditional GANs
CVPR 2020