Mengzhao Chen
8 papers · 2022–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
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Research topics
Machine Learning
(7)
Application Areas
(7)
Deep Learning
(5)
Architectures
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Core AI · Computer Vision
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
model compression
(4)
large language model
(3)
vision transformer
(3)
image generation
(1)
attention mechanism
(1)
knowledge distillation
(1)
data augmentation
(1)
efficient computing
(1)
computational efficiency
(1)
parameter efficient
(1)
model pruning
(1)
parameter optimization
(1)
weight quantization
(1)
low-bit quantization
(1)
linear attention
(1)
model efficiency
(1)
quantization-aware training
(1)
generative pre-trained transformer
(1)
feature consistency
(1)
label assignment
(1)
Papers
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
ACL 2025
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
ICCV 2025
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
ICLR 2024
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
ICLR 2024
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer
AAAI 2023
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers
ICCV 2023
SMMix: Self-Motivated Image Mixing for Vision Transformers
ICCV 2023
Fine-Grained Data Distribution Alignment for Post-Training Quantization
ECCV 2022