Yongyu Mu
15 papers · 2020–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
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Artificial Intelligence
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Deep Learning
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Keywords
knowledge distillation
(5)
neural machine translation
(4)
large language model
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cross-lingual transfer
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in-context learning
(2)
machine translation
(2)
neuron activation
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model compression
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iterative fine-tuning
(2)
multilingual reasoning
(2)
reward model
(2)
prompt engineering
(1)
direct preference optimization
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preference learning
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reinforcement learning
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preference alignment
(1)
language model alignment
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optimal transport
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instruction following
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model architecture
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Papers
GRAM-R²: Self-Training Generative Foundation Reward Models for Reward Reasoning
AAAI 2026
LANG: Reinforcement Learning for Multilingual Reasoning with Language-Adaptive Hint Guidance
ACL 2026
Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
AAAI 2026
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
ACL 2025
GRAM: A Generative Foundation Reward Model for Reward Generalization
ICML 2025
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
EMNLP 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data
AAAI 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
COLING 2025
Hybrid Alignment Training for Large Language Models
ACL 2024
Revealing the Parallel Multilingual Learning within Large Language Models
EMNLP 2024
Augmenting Large Language Model Translators via Translation Memories
ACL 2023
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection
EMNLP 2022
The NiuTrans Machine Translation Systems for WMT21
EMNLP 2021
The NiuTrans System for the WMT 2021 Efficiency Task
EMNLP 2021
The NiuTrans Machine Translation Systems for WMT20
EMNLP 2020