Aurick Qiao
6 papers · 2019–2026 · 6 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
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Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Deep Learning
(5)
Optimization & Theory · Machine Learning
(5)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Computer Science
(2)
Optimization & Theory · Deep Learning
(2)
Systems
(2)
Natural Language Processing
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Resources & Methods
(1)
Keywords
inference optimization
(2)
large language model
(2)
knowledge distillation
(1)
deep learning
(1)
neural network optimization
(1)
deep learning training
(1)
learning to rank
(1)
model pruning
(1)
resource allocation
(1)
fault tolerance
(1)
distributed training
(1)
sparse model
(1)
adaptive optimization
(1)
language model
(1)
mixture of expert
(1)
throughput optimization
(1)
latency reduction
(1)
kv cache
(1)
request scheduling
(1)
language model inference
(1)
Papers
TAGQuant: Token-Aware Clustering for Group-Wise Quantization
EACL 2026
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning
ACL 2025
SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation
EMNLP 2025
Efficient LLM Scheduling by Learning to Rank
NeurIPS 2024
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
OSDI 2021
Fault Tolerance in Iterative-Convergent Machine Learning
ICML 2019