Leiyu Pan
8 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Natural Language Processing
(6)
Artificial Intelligence
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Deep Learning
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Core AI
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Applications
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Machine Learning
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Learning Types · Deep Learning
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Resources & Methods
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Application Areas
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Learning Types · Machine Learning
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Architectures
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Models
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Optimization & Theory · Machine Learning
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Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(3)
machine translation
(2)
language modeling
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low-resource language
(2)
multilingual translation
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translation robustness
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instruction tuning
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mixture of expert
(2)
in-context learning
(1)
cross-lingual transfer
(1)
neural machine translation
(1)
adversarial training
(1)
dynamic routing
(1)
prompt learning
(1)
parameter-efficient learning
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exploration-exploitation tradeoff
(1)
noise robustness
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entropy regularization
(1)
sparse activation
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proximal policy optimization
(1)
Papers
CE-GPPO: Coordinating Entropy via Gradient-Preserving Clipping Policy Optimization in Reinforcement Learning
ACL 2026
From Curated Data to Scalable Models: Continual Pre-training of Dense and MoE Large Language Models for Tibetan
ACL 2026
DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs
EMNLP 2025
An Empirical Study on the Robustness of Massively Multilingual Neural Machine Translation
COLING 2024
Can Large Language Models Learn Translation Robustness from Noisy-Source In-context Demonstrations?
COLING 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data
EMNLP 2024
LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
ACL 2024
Is Robustness Transferable across Languages in Multilingual Neural Machine Translation?
EMNLP 2023