Mengyang Liu
4 papers · 2022–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (5) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (10) π Cross-Pollinator (15) π Interdisciplinary Bridge
π₯
Mega-Team
(24)
β
The Questioner
Conferences
ACL (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
contrastive learning
(1)
benchmark evaluation
(1)
cognitive modeling
(1)
self-supervised learning
(1)
code generation
(1)
visual reasoning
(1)
vision-language model
(1)
world model
(1)
pretext task
(1)
video representation
(1)
spatio-temporal representation
(1)
reinforcement learning with verifiable reward
(1)
execution semantics alignment
(1)
variable level execution trajectory
(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