Verb Pattern: A Probabilistic Semantic Representation on Verbs. - Wanyun Cui; Xiyou Zhou; Hangyu Lin; Yanghua Xiao; Haixun Wang; Seung-won Hwang; Wei Wang 009 (AAAI, 2016)

Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting. - Shiyang Li; Xiaoyong Jin; Yao Xuan; Xiyou Zhou; Wenhu Chen; Yu-Xiang Wang 003; Xifeng Yan (NeurIPS, 2019)

Logic2Text: High-Fidelity Natural Language Generation from Logical Forms. - Zhiyu Chen 002; Wenhu Chen; Hanwen Zha; Xiyou Zhou; Yunkai Zhang 002; Sairam Sundaresan; William Yang Wang (EMNLP (Findings), 2020)

TabFact: A Large-scale Dataset for Table-based Fact Verification. - Wenhu Chen; Hongmin Wang; Jianshu Chen; Yunkai Zhang 002; Hong Wang 023; Shiyang Li; Xiyou Zhou; William Yang Wang (ICLR, 2020)

HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing. - Xiyou Zhou; Zhiyu Chen 002; Xiaoyong Jin; William Yang Wang (EACL (System Demonstrations), 2021)

Tensor Program Optimization with Probabilistic Programs. - Junru Shao; Xiyou Zhou; Siyuan Feng; Bohan Hou; Ruihang Lai; Hongyi Jin; Wuwei Lin; Masahiro Masuda; Cody Hao Yu; Tianqi Chen 001 (NeurIPS, 2022)

AXLearn: Modular Large Model Training on Heterogeneous Infrastructure. - Mark Lee; Tom Gunter; Chang Lan; John Peebles; Hanzhi Zhou; Kelvin Zou; Sneha Bangalore; Chung-Cheng Chiu; Nan Du; Xianzhi Du; Philipp Dufter; Ruixuan Hou; et al. (CoRR, 2025)

Apple Intelligence Foundation Language Models: Tech Report 2025. - Hanzhi Zhou; Erik Hornberger; Pengsheng Guo; Xiyou Zhou; Saiwen Wang; Xin Wang; Yifei He; Xuankai Chang; Rene Rauch; Louis D'hauwe; John Peebles; Alec Doane; et al. (CoRR, 2025)