Kaiyan Chang
5 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Artificial Intelligence
(5)
Core AI
(5)
Natural Language Processing
(4)
Deep Learning
(2)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
policy optimization
(1)
direct preference optimization
(1)
machine translation
(1)
cross-lingual transfer
(1)
instruction following
(1)
quality estimation
(1)
multilingual machine translation
(1)
hierarchical reinforcement learning
(1)
hybrid system
(1)
supervised fine-tuning
(1)
proximal policy optimization
(1)
human preference
(1)
budget allocation
(1)
functional correctness
(1)
test-time scaling
(1)
alignment training
(1)
large language model
(1)
hybrid scaling
(1)
process verification
(1)
hardware design optimization
(1)
Papers
ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning
ACL 2026
NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
ACL 2026
RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
ACL 2026
Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
EMNLP 2025
Hybrid Alignment Training for Large Language Models
ACL 2024