Qiuhui Liu
13 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (6) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π¬
Deep Specialist
(10)
π€
Dynamic Duo
(13)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(58)
π
Century Club
(13)
Conferences
ACL (7)
IJCNLP (2)
COLING (1)
EMNLP (1)
IJCAI (1)
NAACL (1)
Top co-authors
Keywords
neural machine translation
(9)
transformer model
(3)
attention mechanism
(3)
efficient computing
(3)
transformer architecture
(2)
parallel computing
(2)
task-aware attention
(2)
lstm decoder
(2)
sequence modeling
(2)
model architecture
(2)
multilingual neural machine translation
(2)
model capacity
(2)
probing analysis
(1)
machine translation
(1)
neural network optimization
(1)
knowledge distillation
(1)
representation learning
(1)
parameter initialization
(1)
deep learning
(1)
recurrent neural network
(1)
Papers
A Self-Distillation Recipe for Neural Machine Translation
ACL 2025
Rewiring the Transformer with Depth-Wise LSTMs
COLING 2024
Probing Word Translations in the Transformer and Trading Decoder for Encoder Layers
NAACL 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation
ACL 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation
ACL 2021
Learning Hard Retrieval Decoder Attention for Transformers
EMNLP 2021
Multi-Head Highly Parallelized LSTM Decoder for Neural Machine Translation
IJCNLP 2021
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation
IJCNLP 2021
Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change
ACL 2020
Efficient Context-Aware Neural Machine Translation with Layer-Wise Weighting and Input-Aware Gating
IJCAI 2020
Lipschitz Constrained Parameter Initialization for Deep Transformers
ACL 2020
Learning Source Phrase Representations for Neural Machine Translation
ACL 2020
UdS Submission for the WMT 19 Automatic Post-Editing Task
ACL 2019