Dawei Leng
8 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π Conference Polyglot (5) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
π
Grand Slam
β‘
Prolific Year
(7)
Conferences
AAAI (2)
ICCV (2)
ICLR (2)
ICML (1)
NIPS (1)
Top co-authors
Keywords
diffusion model
(2)
visual grounding
(2)
vision language model
(2)
object detection
(1)
visual question answering
(1)
text-to-image generation
(1)
semantic representation
(1)
large multimodal model
(1)
latent space
(1)
multimodal large language model
(1)
controllable generation
(1)
multilingual generation
(1)
bounding box
(1)
layout-to-image generation
(1)
spatial layout
(1)
chinese text
(1)
recall rate
(1)
frozen language model
(1)
spatial disentanglement
(1)
adaptor architecture
(1)
Papers
FG-CLIP: Fine-Grained Visual and Textual Alignment
ICML 2025
Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities
AAAI 2025
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities
AAAI 2025
LMM-Det: Make Large Multimodal Models Excel in Object Detection
ICCV 2025
PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models
ICCV 2025
Prompt as Knowledge Bank: Boost Vision-language model via Structural Representation for zero-shot medical detection
ICLR 2025
PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task
ICLR 2025
HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation
NIPS 2024