Difformer: Empowering Diffusion Model on Embedding Space for Text Generation. - Zhujin Gao; Junliang Guo; Xu Tan 003; Yongxin Zhu 003; Fang Zhang 006; Jiang Bian 002; Linli Xu 002 (CoRR, 2022)

Visual Hallucination Elevates Speech Recognition. - Fang Zhang 006; Yongxin Zhu 003; Xiangxiang Wang; Huang Chen; Xing Sun 001; Linli Xu 002 (AAAI, 2024)

Empowering Diffusion Models on the Embedding Space for Text Generation. - Zhujin Gao; Junliang Guo; Xu Tan 003; Yongxin Zhu 003; Fang Zhang 006; Jiang Bian 002; Linli Xu 002 (NAACL-HLT, 2024)

S²MILE: Semantic-and-Structure-Aware Music-Driven Lyric Generation. - Mu You; Fang Zhang 006; Shuai Zhang; Linli Xu 002 (AAAI, 2025)

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework. - Zihao Wu; YongXiang Hua; Yongxin Zhu 003; Fang Zhang 006; Linli Xu 002 (ACL (Findings), 2025)

ExpV2S: Zero-Shot Expressive Video-to-Speech Synthesis via Latent Diffusion Model. - Fang Zhang 006; Anqi Gou; Linli Xu 002 (ICMR, 2026)