Jiaqi Xu
15 papers · 2023–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird ποΈ Keyword Collector (82)
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Research topics
Keywords
diffusion model
(6)
large language model
(4)
multimodal learning
(3)
diffusion transformer
(2)
video question answering
(2)
video understanding
(2)
image restoration
(1)
transfer learning
(1)
representation learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
in-context learning
(1)
question answering
(1)
preference optimization
(1)
direct preference optimization
(1)
image generation
(1)
image synthesis
(1)
video synthesis
(1)
video restoration
(1)
vision-language alignment
(1)
Papers
ColorFLUX: A Structure-Color Decoupling Framework for Old Photo Colorization
CVPR 2026
CoMA: Compositional Human Motion Generation with Multi-modal Agents
AAAI 2026
HP-Edit: A Human-Preference Post-Training Framework for Image Editing
CVPR 2026
Test-Time Preference Optimization for Image Restoration
AAAI 2026
When LoRA Betrays: Backdooring Text-to-Image Models by Masquerading as Benign Adapters
CVPR 2026
Dual Prompting Image Restoration with Diffusion Transformers
CVPR 2025
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights
CVPR 2025
Fast Image Super-Resolution via Consistency Rectified Flow
ICCV 2025
Towards Realistic Data Generation for Real-World Super-Resolution
ICLR 2025
Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
ICCV 2025
MuLTI: Efficient Video-and-Language Understanding with Text-Guided MultiWay-Sampler and Multiple Choice Modeling
AAAI 2024
Slot-VLM: Object-Event Slots for Video-Language Modeling
NeurIPS 2024
Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models
ECCV 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models
NAACL 2024
Video Dehazing via a Multi-Range Temporal Alignment Network With Physical Prior
CVPR 2023