Ningxin Zheng
6 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Application Areas
(6)
Deep Learning
(4)
Techniques
(4)
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Optimization & Theory · Machine Learning
(1)
Resources & Methods
(1)
Keywords
hardware acceleration
(2)
model compression
(2)
attention mechanism
(1)
neural architecture search
(1)
efficient inference
(1)
efficient computing
(1)
deep neural network
(1)
memory efficiency
(1)
inference optimization
(1)
inference latency
(1)
model acceleration
(1)
cascaded attention
(1)
model sparsity
(1)
key-value cache
(1)
compiler optimization
(1)
latency optimization
(1)
low-precision computing
(1)
tensor transformation
(1)
data type optimization
(1)
tensor abstraction
(1)
Papers
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
ICML 2025
Ladder: Enabling Efficient Low-Precision Deep Learning Computing through Hardware-aware Tensor Transformation
OSDI 2024
EfficientViT: Memory Efficient Vision Transformer With Cascaded Group Attention
CVPR 2023
Optimizing Dynamic Neural Networks with Brainstorm
OSDI 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
ICCV 2023
SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute
OSDI 2022