Mengyang Liu

3 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (10) 🐝 Cross-Pollinator (15) 🌉 Interdisciplinary Bridge 👥 Mega-Team (24) ❓ The Questioner

Conferences

AAAI (1) ACL (1) ICLR (1)

Top co-authors

Jingyun Xue (1) Bo Ai (1) Wenzhe Zhao (1) Zhiting Hu (1) Zhiyuan Zhao (1) Chuanyang Jin (1) Tianmin Shu (1) Andong Wang (1) Wenhan Luo (1) Wing-Yin Yu (1)

Keywords

contrastive learning (1) benchmark evaluation (1) cognitive modeling (1) self-supervised learning (1) visual reasoning (1) vision-language model (1) world model (1) pretext task (1) video representation (1) spatio-temporal representation (1)

Papers

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