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2026	DiffuStory: Improving text diffusion models for creative story generation with contrastive learning and decoder-decoder Transformers Expert Systems with Applications Zhenyu Li, Kaijie Xu, Yian Liang, Yuechuan Wang, Zongfeng Zou
2025	Text-guided diverse-expression diffusion model for molecule generation Chinese Physics B Wenchao 文超 Weng 翁, Hanyu 涵羽 Jiang 蒋, Xiangjie 祥杰 Kong 孔, Giovanni Pau
2025	Diffulex: Diffusion based lexically constrained text generation with mixed absorbing state and constraint balance Expert Systems with Applications Fengrui Kang, Xianying Huang, Bingyu Li
2025	Model Selection of Anomaly Detectors in the Absence of Labeled Validation Data IEEE Transactions on Artificial Intelligence Clement Fung, Chen Qiu, Aodong Li, Maja Rudolph
2025	2025 IEEE International Conference on Multimedia and Expo Workshops (ICMEW) Bolin Wang, Kejun Zhang
2025	Comparative Evaluation of Reasoning and Inference in LLM-Based and Diffusion-Based Approaches IEEE Access Weimin Zhao, Qusay H. Mahmoud
2025	DiffuSyn: A Diffusion-Driven Framework With Syntactic Dependency for Aspect Sentiment Triplet Extraction IEEE Transactions on Audio, Speech and Language Processing Qiuhua Yi, Xiangjie Kong, Linan Zhu, Chenwei Zhang, Guojiang Shen
2025	Lecture Notes in Computer Science Dayu Tan, Pengyuan Xu, Xin Xia, Yajie Zhang, Chunhou Zheng, Yansen Su
2025	Design optimization of wood-carved window grilles in historical architectures using stable diffusion model and intuitionistic Fuzzy VIKOR Humanities and Social Sciences Communications Xinhui Kang, Jiao Wang
2024	Advancements in Generative AI: A Comprehensive Review of GANs, GPT, Autoencoders, Diffusion Model, and Transformers IEEE Access Staphord Bengesi, Hoda El-Sayed, MD Kamruzzaman Sarker, Yao Houkpati, John Irungu, Timothy Oladunni
2024	Factuality Guided Diffusion-Based Abstractive Summarization IEEE Access Jeongwan Shin, Hyeyoung Park, Hyun-Je Song
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