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Mushui Liu

9 papers · 2024–2026 · 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 · Bronze 🗺️ Taxonomy Completionist (21) ⚡ Prolific Year · Productive 🗃️ Keyword Collector (53)

Venues

AAAI (6) CVPR (2) ECCV (1)

Top co-authors

yunlong yu (6) Wanggui He (4) Hao Jiang (3) Ziqian Lu (2) Xi Li (2) Bozheng Li (2) Guanghao Zhang (2) Zhelun Yu (2) Haoyuan Li (2) Wenyi Xiao (2)

Research topics

Artificial Intelligence (7) Core AI (6) Computer Vision (5) Deep Learning (5) Machine Learning (4) Generation (4) Learning Types · Deep Learning (3) Core Methods (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Models (2) Analysis (1) Architectures (1) Techniques (1)

Keywords

text-to-image generation (3) image generation (3) large language model (3) diffusion model (3) autoregressive model (2) semantic analysis (2) semantic alignment (2) few-shot learning (2) text-to-image synthesis (1) visual reasoning (1) optimal transport (1) temporal modeling (1) semantic representation (1) image editing (1) reference image (1) video understanding (1) vision-language model (1) generative model (1) multimodal learning (1) feature extraction (1)

Papers

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation AAAI 2026 DCoAR: Deep Concept Injection into Unified Autoregressive Models for Personalized Text-to-Image Generation CVPR 2026 FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 Frame Order Matters: A Temporal Sequence-Aware Model for Few-Shot Action Recognition AAAI 2025 LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025 MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis AAAI 2025 TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance CVPR 2025 Improving Zero-Shot Generalization for CLIP with Variational Adapter ECCV 2024