Yifan Qiao
13 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π Keyword Champion (2)
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Keyword Collector
(70)
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(5)
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Century Club Β· Bronze
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Research topics
Machine Learning
(7)
Computer Science
(5)
Application Areas
(5)
Systems
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Mathematics & Optimization
(2)
Foundations
(2)
Optimization
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Keywords
memory management
(3)
distributed training
(2)
far memory
(2)
information retrieval
(2)
remote memory
(2)
model serving
(1)
model training
(1)
flow matching
(1)
robot manipulation
(1)
scalable training
(1)
efficient inference
(1)
bias-variance tradeoff
(1)
reward model
(1)
pipeline parallelism
(1)
data center
(1)
vision-language-action model
(1)
throughput optimization
(1)
serverless computing
(1)
latency optimization
(1)
resource allocation
(1)
Papers
Balancing Signal and Variance: Adaptive Offline RL Post-Training for VLA Flow Models
AAAI 2026
Prism: Cost-Efficient Multi-LLM Serving via GPU Memory Ballooning
OSDI 2026
SERL: Self-Examining Reinforcement Learning on Open-Domain
AAAI 2026
A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications
OSDI 2024
DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency
OSDI 2024
Harvesting Idle Memory for Application-managed Soft State with Midas
NSDI 2024
Threshold-driven Pruning with Segmented Maximum Term Weights for Approximate Cluster-based Sparse Retrieval
EMNLP 2024
Bamboo: Making Preemptible Instances Resilient for Affordable Training of Large DNNs
NSDI 2023
Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory
NSDI 2023
Hermit: Low-Latency, High-Throughput, and Transparent Remote Memory via Feedback-Directed Asynchrony
NSDI 2023
Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking
ACL 2022
MemLiner: Lining up Tracing and Application for a Far-Memory-Friendly Runtime
OSDI 2022
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
OSDI 2021