Towards Cross-modality Topic Modelling via Deep Topical Correlation Analysis. - Jun Peng 007; Yiyi Zhou; Liujuan Cao; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (ICASSP, 2019)

Social Media Based Topic Modeling for Smart Campus: A Deep Topical Correlation Analysis Method. - Jun Peng 007; Yiyi Zhou; Xiaoshuai Sun; Jinsong Su; Rongrong Ji (IEEE Access, 2019)

PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation. - Jing He; Yiyi Zhou; Qi Zhang 066; Jun Peng 007; Yunhang Shen; Xiaoshuai Sun; Chao Chen 026; Rongrong Ji (ECCV (14), 2022)

Learning Dynamic Prior Knowledge for Text-to-Face Pixel Synthesis. - Jun Peng 007; Xiaoxiong Du; Yiyi Zhou; Jing He; Yunhang Shen; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2022)

Towards Open-Ended Text-to-Face Generation, Combination and Manipulation. - Jun Peng 007; Han Pan; Yiyi Zhou; Jing He; Xiaoshuai Sun; Yan Wang 059; Yongjian Wu 001; Rongrong Ji (ACM Multimedia, 2022)

Knowledge-Driven Generative Adversarial Network for Text-to-Image Synthesis. - Jun Peng 007; Yiyi Zhou; Xiaoshuai Sun; Liujuan Cao; Yongjian Wu 001; Feiyue Huang; Rongrong Ji (IEEE Trans. Multim., 2022)

PixelFace+: Towards Controllable Face Generation and Manipulation with Text Descriptions and Segmentation Masks. - Xiaoxiong Du; Jun Peng 007; Yiyi Zhou; Jinlu Zhang 002; Siting Chen; Guannan Jiang; Xiaoshuai Sun; Rongrong Ji (ACM Multimedia, 2023)

Fast Text-to-3D-Aware Face Generation and Manipulation via Direct Cross-modal Mapping and Geometric Regularization. - Jinlu Zhang 002; Yiyi Zhou; Qiancheng Zheng; Xiaoxiong Du; Gen Luo; Jun Peng 007; Xiaoshuai Sun; Rongrong Ji (ICML, 2024)

TextRefiner: Internal Visual Feature as Efficient Refiner for Vision-Language Models Prompt Tuning. - Jingjing Xie; Yuxin Zhang 002; Jun Peng 007; Zhaohong Huang; Liujuan Cao (AAAI, 2025)

AdaFlow: Efficient Long Video Editing via Adaptive Attention Slimming And Keyframe Selection. - Shuheng Zhang; Yuqi Liu; Hongbo Zhou; Jun Peng 007; Yiyi Zhou; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

Graph-empowered Text-to-SQL generation on Electronic Medical Records. - Qian Chen; Jun Peng 007; Baiyang Song; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2026)