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ArXiv ComfyUI-R1: Exploring Reasoning Models for Workflow Generation. Zhenran Xu, Yiyu Wang, Xue Yang, Longyue Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang. arXiv preprint: abs/2506.09790, 2025
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ACL demo ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development. Zhenran Xu, Xue Yang, Yiyu Wang, Qingli Hu, Zijiao Wu, Baotian Hu, Longyue Wang, Weihua Luo, Kaifu Zhang. Proceedings of Annual Meeting of the Association for Computational Linguistics: System Demonstrations (ACL-Demo), 2025 
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IJCNN CLIP-Driven Low-Cost Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Proceedings of International Joint Conference on Neural Networks (IJCNN), 2024
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KSEM Improving Image Captioning with Image Concepts of Words. Yiyu Wang, Xunzhi Xiang (Co-first author), Kun Jing, Jungang Xu, Yingfei Sun. Proceedings of International Conference on Knowledge Science, Engineering and Management (KSEM), 2024
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ArXiv Text Data-Centric Image Captioning with Interactive Prompts. Yiyu Wang, Hao Luo, Jungang Xu, Yingfei Sun, Fan Wang. arXiv preprint: abs/2403.19193, 2024
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AAAI End-to-End Transformer Based Model for Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Proceeding of AAAI Conference on Artificial Intelligence (AAAI), 2022 
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Neurocomputing A Visual Persistence Model for Image Captioning. Yiyu Wang, Jungang Xu, Yingfei Sun. Neurocomputing, 2022
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ArXiv Image Captioning based on Deep Learning Methods: A Survey. Yiyu Wang, Jungang Xu, Yingfei Sun, Ben He. arXiv preprint: abs/1905.08110, 2019
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Neurocomputing Zero-Shot Neural Architecture Search with Weighted Response Correlation. Kun Jing, Luoyu Chen, Jungang Xu, Jianwei Tai, Yiyu Wang, Shuaimin Li. Neurocomputing, 2025
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ACL main A Unified Agentic Framework for Evaluating Conditional Image Generation. Jifang Wang, Xue Yang, Longyue Wang, Zhenran Xu, Yiyu Wang, Yaowei Wang, Weihua Luo, Kaifu Zhang, Baotian Hu, Min Zhang. Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL), 2025
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ArXiv FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces. Zhenran Xu, Longyue Wang, Jifang Wang, Zhouyi Li, Senbao Shi, Xue Yang, Yiyu Wang, Baotian Hu, Jun Yu, Min Zhang. arXiv preprint: abs/2504.07046, 2025 
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ICANN A Novel Image Captioning Method Based on Generative Adversarial Networks. Yang Fan, Jungang Xu, Yingfei Sun, Yiyu Wang. Proceeding of International Conference on Artificial Neural Networks (ICANN), 2019
