Hsin-Yuan Huang
5 papers · 2018–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (12) π Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Optimization & Theory Β· Machine Learning
(2)
Computer Science
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Foundations
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Science
(1)
Techniques
(1)
Keywords
question answering
(2)
quantum computing
(1)
quantum machine learning
(1)
semantic representation
(1)
machine reading comprehension
(1)
gradient computation
(1)
prediction error
(1)
word embedding
(1)
machine comprehension
(1)
product distribution
(1)
shadow tomography
(1)
conversation history
(1)
latent semantic
(1)
conversational machine comprehension
(1)
multi-level attention
(1)
quantum channel
(1)
exponential lower bound
(1)
quantum backpropagation
(1)
parameterized quantum model
(1)
information reuse
(1)
Papers
Learning shallow quantum circuits with many-qubit gates
COLT 2025
Predicting quantum channels over general product distributions
COLT 2025
On quantum backpropagation, information reuse, and cheating measurement collapse
NeurIPS 2023
FlowQA: Grasping Flow in History for Conversational Machine Comprehension
ICLR 2019
FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension
ICLR 2018