Yuqing Xia
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core Methods
(3)
Techniques
(3)
Computer Science
(2)
Natural Language Processing
(2)
Core AI
(2)
Mathematics & Optimization
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
deep neural network
(2)
information retrieval
(1)
alternating optimization
(1)
semantic search
(1)
document retrieval
(1)
dimension reduction
(1)
language modeling
(1)
manifold optimization
(1)
matrix rank
(1)
in-context learning
(1)
end-to-end learning
(1)
hallucination mitigation
(1)
sparse attention
(1)
compiler optimization
(1)
performance model
(1)
computation pipelining
(1)
gpu optimization
(1)
tensor processing
(1)
dnn compiler
(1)
attention mechanism
(1)
Papers
Differential Transformer
ICLR 2025
Manifold Fitting under Unbounded Noise
JMLR 2025
PipeThreader: Software-Defined Pipelining for Efficient DNN Execution
OSDI 2025
Welder: Scheduling Deep Learning Memory Access via Tile-graph
OSDI 2023
A Neural Corpus Indexer for Document Retrieval
NeurIPS 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
Minimal Sample Subspace Learning: Theory and Algorithms
JMLR 2019