Mengyang Liu
4 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
👥
Mega-Team · Squad
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The Questioner
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Research topics
Computer Vision
(3)
Deep Learning
(3)
Artificial Intelligence
(2)
Machine Learning
(2)
Core AI · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Processing
(2)
Interdisciplinary
(1)
Cognitive Science
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Techniques
(1)
Keywords
contrastive learning
(1)
benchmark evaluation
(1)
pose estimation
(1)
cognitive modeling
(1)
self-supervised learning
(1)
code generation
(1)
visual reasoning
(1)
optical flow
(1)
vision-language model
(1)
world model
(1)
pretext task
(1)
video representation
(1)
character animation
(1)
spatio-temporal representation
(1)
depth order
(1)
reinforcement learning with verifiable reward
(1)
execution semantics alignment
(1)
variable level execution trajectory
(1)
implicit decoupling
(1)
Papers
CODERL+: Improving Code Generation via Reinforcement with Execution Semantics Alignment
ACL 2026
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation
ACL 2025
Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling
ICLR 2025
Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation
AAAI 2022