Junhao Ruan
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Learning Types
(3)
Applications · Natural Language Processing
(2)
Core AI
(2)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Resources & Methods
(1)
Keywords
domain adaptation
(2)
neural machine translation
(2)
sample efficiency
(1)
benchmark evaluation
(1)
cross-lingual transfer
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
probability distribution
(1)
low-resource language
(1)
k-nearest neighbor
(1)
language model
(1)
vision-language model
(1)
embodied agent
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
multilingual reasoning
(1)
model degradation
(1)
target language
(1)
back translation
(1)
translation memory
(1)
Papers
MTR-Suite: A Framework for Evaluating and Synthesizing Conversational Retrieval Benchmarks
ACL 2026
Enhancing Neural Machine Translation Through Target Language Data: A kNN-LM Approach for Domain Adaptation
ACL 2025
IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
EMNLP 2025
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
COLING 2025
TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making
EMNLP 2025
Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation
ACL 2024