On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization. - Dongruo Zhou; Yiqi Tang; Ziyan Yang; Yuan Cao 006; Quanquan Gu (CoRR, 2018)

An Imitation Game for Learning Semantic Parsers from User Interaction. - Ziyu Yao 002; Yiqi Tang; Wen-tau Yih; Huan Sun 001; Yu Su 001 (EMNLP (1), 2020)

Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks. - Jinghui Chen; Dongruo Zhou; Yiqi Tang; Ziyan Yang; Yuan Cao 006; Quanquan Gu (IJCAI, 2020)

Empirical Priors for Prediction in Sparse High-dimensional Linear Regression. - Ryan Martin; Yiqi Tang (J. Mach. Learn. Res., 2020)

Label Propagation on K-Partite Graphs with Heterophily. - Dingxiong Deng; Fan Bai 001; Yiqi Tang; Shuigeng Zhou; Cyrus Shahabi; Linhong Zhu (IEEE Trans. Knowl. Data Eng., 2021)

Deep skin diseases diagnostic system with Dual-channel Image and Extracted Text. - Huanyu Li 012; Peng Zhang; Zikun Wei; Tian Qian; Yiqi Tang; Kun Hu; Xianqiong Huang; Xinxin Xia; Yishuang Zhang; Haixing Cheng; Fubing Yu; Wenjia Zhang; et al. (Frontiers Artif. Intell., 2023)

Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques. - Yue Shen; Huanyu Li 011; Can Sun; Hongtao Ji; Daojun Zhang; Kun Hu; Yiqi Tang; Yu Chen; Zikun Wei; Junwei Lv (npj Digit. Medicine, 2024)