Face Aging with Contextual Generative Adversarial Nets. - Si Liu 001; Yao Sun 004; Defa Zhu; Renda Bao; Wei Wang 108; Xiangbo Shu; Shuicheng Yan (ACM Multimedia, 2017)

Cross-Domain Human Parsing via Adversarial Feature and Label Adaptation. - Si Liu 001; Yao Sun 004; Defa Zhu; Guanghui Ren; Yu Chen; Jiashi Feng; Jizhong Han (AAAI, 2018)

UGAN: Untraceable GAN for Multi-Domain Face Translation. - Defa Zhu; Si Liu 001; Wentao Jiang; Chen Gao 005; Tianyi Wu; Guodong Guo (CoRR, 2019)

InteractGAN: Learning to Generate Human-Object Interaction. - Chen Gao 005; Si Liu 001; Defa Zhu; Quan Liu; Jie Cao 002; Haoqian He; Ran He 001; Shuicheng Yan (ACM Multimedia, 2020)

Fine-Grained Face Editing via Personalized Spatial-Aware Affine Modulation. - Si Liu 001; Renda Bao; Defa Zhu; Shaofei Huang 001; Qiong Yan; Liang Lin; Chao Dong 005 (IEEE Trans. Multim., 2023)

Cooperative Search and Rescue Target Assignment Based on Improved Ant Colony Algorithm. - Defa Zhu; Lichun Yang; Jiaqi Wu (ICSI (1), 2024)

Application research of intelligent speech technology in maritime command and control system. - Defa Zhu; Xiangxiang Xing; Xinyue Miao (Evol. Intell., 2024)

Ultra-Sparse Memory Network. - Zihao Huang; Qiyang Min; Hongzhi Huang; Yutao Zeng; Defa Zhu; Ran Guo; Xun Zhou (ICLR, 2025)

Hyper-Connections. - Defa Zhu; Hongzhi Huang; Zihao Huang; Yutao Zeng; Yunyao Mao; Banggu Wu; Qiyang Min; Xun Zhou (ICLR, 2025)

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling. - Hongzhi Huang; Defa Zhu; Banggu Wu; Yutao Zeng; Ya Wang; Qiyang Min; Xun Zhou (CoRR, 2025)

Frac-Connections: Fractional Extension of Hyper-Connections. - Defa Zhu; Hongzhi Huang; Jundong Zhou; Zihao Huang; Yutao Zeng; Banggu Wu; Qiyang Min; Xun Zhou (CoRR, 2025)

Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts. - Yike Yuan; Ziyu Wang; Zihao Huang; Defa Zhu; Xun Zhou; Jingyi Yu; Qiyang Min (CoRR, 2025)