Rongwei Lu
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (1)
ECCV (1)
EMNLP (1)
ICCV (1)
Top co-authors
Keywords
model compression
(2)
model quantization
(1)
distributed learning
(1)
neural network optimization
(1)
model parallelism
(1)
distributed training
(1)
diffusion model
(1)
mixture of expert
(1)
pipeline parallelism
(1)
mixed-precision quantization
(1)
communication overhead
(1)
resource optimization
(1)
distributed system
(1)
decentralized training
(1)
bit-width allocation
(1)
expert parallelism
(1)
quality degradation
(1)
large language model
(1)
resource democratization
(1)
weight coupling
(1)
Papers
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training
EMNLP 2025
DICE: Staleness-Centric Optimizations for Parallel Diffusion MoE Inference
ICCV 2025
Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning
CVPR 2024
MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation
ECCV 2024