Mengying Xie

3 papers · 2025–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (14)

Venues

AAAI (1) CVPR (1) ICCV (1)

Top co-authors

Yan Ding (2) Chao Chen (2) Fuqiang Gu (2) Nieqing Cao (2) Mengqiu Cheng (1) Heng Su (1) Jiayuan Xie (1) Xianlei Long (1) Guimin Hu (1) Xinting Zhang (1)

Research topics

Artificial Intelligence (3) Core AI (3) Computer Vision (2) Machine Learning (2) Natural Language Processing (2) Generation (2) Learning Types · Machine Learning (2) Deep Learning (1) Robotics (1) Analysis (1) Applications (1) Capabilities (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (1) semantic segmentation (1) multi-task learning (1) multimodal learning (1) point cloud (1) 3d scene understanding (1) visual reasoning (1) robot manipulation (1) spatial reasoning (1) open vocabulary (1) layout generation (1) reasoning chain (1) multi-step reasoning (1) question difficulty (1) visual question generation (1) affordance detection (1) large language model (1) object rearrangement (1) spatial knowledge (1) spatial knowledge enhancement (1)

Papers

Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025 OVA-Fields: Weakly Supervised Open-Vocabulary Affordance Fields for Robot Operational Part Detection ICCV 2025 SKE-Layout: Spatial Knowledge Enhanced Layout Generation with LLMs CVPR 2025