Yuqing Xia
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (12)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Conferences
OSDI (3)
JMLR (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
deep neural network
(2)
semantic search
(1)
document retrieval
(1)
dimension reduction
(1)
alternating optimization
(1)
manifold optimization
(1)
matrix rank
(1)
end-to-end learning
(1)
compiler optimization
(1)
performance model
(1)
computation pipelining
(1)
gpu optimization
(1)
tensor processing
(1)
dnn compiler
(1)
heterogeneous hardware
(1)
memory access optimization
(1)
tensor compilation
(1)
kernel generation
(1)
tile abstraction
(1)
search space
(1)
Papers
Manifold Fitting under Unbounded Noise
JMLR 2025
Differential Transformer
ICLR 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
NIPS 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
Minimal Sample Subspace Learning: Theory and Algorithms
JMLR 2019