Zhengang Li
8 papers · 2020–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π£ Hot Topic Early Bird π Cross-Pollinator (10)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(19)
Conferences
AAAI (2)
CVPR (2)
EMNLP (1)
ICLR (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
model compression
(6)
neural network optimization
(3)
edge computing
(2)
weight pruning
(2)
neural architecture search
(2)
efficient computing
(2)
mobile acceleration
(2)
mobile inference
(2)
structured sparsity
(1)
weight sharing
(1)
bayesian optimization
(1)
diffusion model
(1)
memory efficiency
(1)
latent space
(1)
data efficiency
(1)
sparse training
(1)
real-time inference
(1)
weight quantization
(1)
video diffusion
(1)
edge inference
(1)
Papers
Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge
AAAI 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
CVPR 2024
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
ICLR 2022
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices
IJCAI 2021
RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices
AAAI 2021
NPAS: A Compiler-Aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
CVPR 2021
MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge
NIPS 2021
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning
EMNLP 2020