Mengzhao Chen
8 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (12) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
π£
Hot Topic Early Bird
Conferences
ICCV (3)
ICLR (2)
AAAI (1)
ACL (1)
ECCV (1)
Top co-authors
Keywords
vision transformer
(3)
model compression
(3)
image generation
(1)
attention mechanism
(1)
knowledge distillation
(1)
data augmentation
(1)
efficient computing
(1)
computational efficiency
(1)
parameter efficient
(1)
low-bit quantization
(1)
linear attention
(1)
model efficiency
(1)
quantization-aware training
(1)
feature consistency
(1)
label assignment
(1)
token compression
(1)
memory requirement
(1)
low-bit representation
(1)
token reduction
(1)
flops reduction
(1)
Papers
LiT: Delving into a Simple Linear Diffusion Transformer for Image Generation
ICCV 2025
EfficientQAT: Efficient Quantization-Aware Training for Large Language Models
ACL 2025
OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models
ICLR 2024
BESA: Pruning Large Language Models with Blockwise Parameter-Efficient Sparsity Allocation
ICLR 2024
SMMix: Self-Motivated Image Mixing for Vision Transformers
ICCV 2023
DiffRate : Differentiable Compression Rate for Efficient Vision Transformers
ICCV 2023
CF-ViT: A General Coarse-to-Fine Method for Vision Transformer
AAAI 2023
Fine-Grained Data Distribution Alignment for Post-Training Quantization
ECCV 2022