Qiucheng Wu
5 papers · 2022–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Research topics
Keywords
multimodal large language model
(2)
diffusion model
(2)
benchmark evaluation
(1)
visual perception
(1)
style transfer
(1)
text-to-image synthesis
(1)
image editing
(1)
embodied ai
(1)
reward model
(1)
meta-reinforcement learning
(1)
policy adaptation
(1)
sparse reward
(1)
text embedding
(1)
task adaptation
(1)
reasoning ability
(1)
image fidelity
(1)
instruction-based image editing
(1)
semantic content
(1)
spatial planning
(1)
spatial-temporal attention
(1)
Papers
RetouchIQ: MLLM Agents for Instruction-Based Image Retouching with Generalist Reward
CVPR 2026
VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs
ICCV 2025
Harnessing the Spatial-Temporal Attention of Diffusion Models for High-Fidelity Text-to-Image Synthesis
ICCV 2023
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models
CVPR 2023
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks
AAAI 2022