Zhu, Defa

7 publications

ICLR 2026 SeeDNorm: Self-Rescaled Dynamic Normalization Wenrui Cai, Defa Zhu, Siyuan Qiao, Qingjie Liu, Qiyang Min

ICLR 2026 UltraMemV2: Memory Networks Scaling to 120b Parameters with Superior Long-Context Learning Zihao Huang, Yu Bao, Qiyang Min, Siyan Chen, Ran Guo, Hongzhi Huang, Defa Zhu, Banggu Wu, Yutao Zeng, Zhou Xun, Siyuan Qiao

ICML 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

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

ICML 2025 Over-Tokenized Transformer: Vocabulary Is Generally Worth Scaling Hongzhi Huang, Defa Zhu, Banggu Wu, Yutao Zeng, Ya Wang, Qiyang Min, Zhou Xun

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

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