Youhui Bai
5 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Rising Star
(5)
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Mega-Team · Squad
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Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Application Areas
(3)
Core AI
(3)
Optimization & Theory · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Models
(1)
Systems
(1)
Techniques
(1)
Keywords
model inference
(2)
mixture of expert
(2)
sparse attention
(2)
inference acceleration
(2)
large language model
(2)
efficient computing
(1)
binary hashing
(1)
communication efficiency
(1)
pipeline parallelism
(1)
inference optimization
(1)
data pipeline
(1)
diffusion transformer
(1)
adaptive clustering
(1)
expert parallelism
(1)
data loading
(1)
learn to hash
(1)
top-k attention
(1)
checkpoint replication
(1)
model compression
(1)
hot-file replication
(1)
Papers
AdaCluster: Adaptive Query-Key Clustering for Sparse Attention in Video Generation
CVPR 2026
SMIDT: High-Performance Inference Framework for MoE Models with Dynamic Top-K Routing
AAAI 2026
Teaching the Old Dog New Tricks: Building Efficient Data Pipelines for Large-Scale LLM Pre-Training (Operational Systems)
OSDI 2026
BigMac: A Communication-Efficient Mixture-of-Experts Model Structure for Fast Training and Inference
AAAI 2025
HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference
ACL 2025