Spherical Graph Embedding for Item Retrieval in Recommendation System. - Wenqiao Zhu; Yesheng Xu; Xin Huang; Qiyang Min; Xun Zhou (CIKM, 2022)

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)