Rongwei Lu
5 papers · 2024–2026 · 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
(14)
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Core AI
(3)
Optimization & Theory · Machine Learning
(3)
Models
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Systems
(1)
Keywords
model compression
(2)
model quantization
(1)
image generation
(1)
distributed learning
(1)
neural network optimization
(1)
model parallelism
(1)
distributed training
(1)
diffusion model
(1)
mixture of expert
(1)
pipeline parallelism
(1)
inference acceleration
(1)
mixed-precision quantization
(1)
speculative decoding
(1)
communication overhead
(1)
resource optimization
(1)
distributed system
(1)
decentralized training
(1)
bit-width allocation
(1)
expert parallelism
(1)
quality degradation
(1)
Papers
VVS: Accelerating Speculative Decoding for Visual Autoregressive Generation via Partial Verification Skipping
CVPR 2026
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training
EMNLP 2025
DICE: Staleness-Centric Optimizations for Parallel Diffusion MoE Inference
ICCV 2025
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation
ECCV 2024
Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning
CVPR 2024