Zheyuan Yang
4 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
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The Questioner
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Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Application Areas
(2)
Core AI
(2)
Computer Science
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
reinforcement learning
(1)
benchmark evaluation
(1)
fact verification
(1)
knowledge distillation
(1)
code generation
(1)
llm evaluation
(1)
fault detection
(1)
multilingual benchmark
(1)
test case generation
(1)
table reasoning
(1)
group relative policy optimization
(1)
inference-time scaling
(1)
large language model
(1)
verifiable reward
(1)
fault coverage
(1)
reinforcement learning with verifiable reward
(1)
distillation from reasoning trace
(1)
foundation model evaluation
(1)
algorithm problem
(1)
scientific code generation
(1)
Papers
MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding
ACL 2026
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure
ACL 2025
Table-R1: Inference-Time Scaling for Table Reasoning Tasks
EMNLP 2025
VQA-Diff: Exploiting VQA and Diffusion for Zero-Shot Image-to-3D Vehicle Asset Generation in Autonomous Driving
ECCV 2024