Yucheng Zhou
27 papers · 2021–2026 · 10 venues · across top CS/AI venues
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vision-language model
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zero-shot learning
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few-shot learning
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information retrieval
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efficient inference
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text-to-image generation
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video generation
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instruction tuning
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image retrieval
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adversarial learning
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text classification
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Papers
Compatibility-Aware Dynamic Fine-Tuning for Large Language Models
ACL 2026
HiCoGen: Hierarchical Compositional Text-to-Image Generation in Diffusion Models via Reinforcement Learning
CVPR 2026
LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models
ACL 2026
Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models
AAAI 2026
Multimodal Large Language Models for Multi-Subject In-Context Image Generation
ACL 2026
Sim4Seg: Boosting Multimodal Multi-disease Medical Diagnosis Segmentation with Region-Aware Vision-Language Similarity Masks
AAAI 2026
DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models
ICCV 2025
Impromptu Cybercrime Euphemism Detection
COLING 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback
ACL 2025
MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
ACL 2025
Safety Alignment via Constrained Knowledge Unlearning
ACL 2025
Self-Rewarding Large Vision-Language Models for Optimizing Prompts in Text-to-Image Generation
ACL 2025
Semantic Causality-Aware Vision-Based 3D Occupancy Prediction
ICCV 2025
Towards Stabilized and Efficient Diffusion Transformers through Long-Skip-Connections with Spectral Constraints
ICCV 2025
Weak to Strong Generalization for Large Language Models with Multi-capabilities
ICLR 2025
Fine-Grained Distillation for Long Document Retrieval
AAAI 2024
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
NeurIPS 2024
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
EMNLP 2024
Visual In-Context Learning for Large Vision-Language Models
ACL 2024
Improving Cross-modal Alignment for Text-Guided Image Inpainting
EACL 2023
Multimodal Event Transformer for Image-guided Story Ending Generation
EACL 2023
Style-Aware Contrastive Learning for Multi-Style Image Captioning
EACL 2023
Towards Robust Ranker for Text Retrieval
ACL 2023
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
EMNLP 2022
ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification
ACL 2022
Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph
NAACL 2021
Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning
ACL 2021