Pengyu Zeng
5 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
⭐
Rising Star
(5)
Top co-authors
Research topics
Keywords
floorplan generation
(2)
architectural design
(2)
reinforcement learning
(2)
multimodal learning
(1)
knowledge base
(1)
reinforcement learning from human feedback
(1)
domain knowledge
(1)
diffusion model
(1)
reward model
(1)
adversarial example
(1)
retrieval-augmented generation
(1)
3d rendering
(1)
3d point cloud
(1)
group relative policy optimization
(1)
preference score
(1)
single-view 3d reconstruction
(1)
query formulation
(1)
building generation
(1)
window-to-wall ratio
(1)
single-view generation
(1)
Papers
Careful Queries, Credible Results: Teaching RAG Models Advanced Web Search Tools with Reinforcement Learning
AAAI 2026
TAPO: Dynamic Teacher and Perturbed Answer Injection for Policy Optimization
AAAI 2026
ArchiSet: Benchmarking Editable and Consistent Single-View 3D Reconstruction of Buildings with Specific Window-to-Wall Ratios
ICCV 2025
CARD: Cross-modal Agent Framework for Generative and Editable Residential Design
EMNLP 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation
ACL 2025