We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction. - Chen Shi; Qi Chen 009; Lei Sha; Hui Xue 004; Sujian Li; Lintao Zhang; Houfeng Wang (NLPCC (1), 2019)

An Anatomy of Graph Neural Networks Going Deep via the Lens of Mutual Information: Exponential Decay vs. Full Preservation. - Nezihe Merve Gürel; Hansheng Ren; Yujing Wang; Hui Xue 004; Yaming Yang 001; Ce Zhang 001 (CoRR, 2019)

The Case for Learning-and-System Co-design. - Chieh-Jan Mike Liang; Hui Xue 004; Mao Yang 004; Lidong Zhou (ACM SIGOPS Oper. Syst. Rev., 2019)

AutoSys: The Design and Operation of Learning-Augmented Systems. - Chieh-Jan Mike Liang; Hui Xue 004; Mao Yang 004; Lidong Zhou; Lifei Zhu; Zhao Lucis Li; Zibo Wang; Qi Chen 009; Quanlu Zhang; Chuanjie Liu; Wenjun Dai (USENIX ATC, 2020)

Deeper Insights into Weight Sharing in Neural Architecture Search. - Yuge Zhang; Zejun Lin; Junyang Jiang; Quanlu Zhang; Yujing Wang; Hui Xue 004; Chen Zhang 001; Yaming Yang 001 (CoRR, 2020)

DeGNN: Improving Graph Neural Networks with Graph Decomposition. - Xupeng Miao; Nezihe Merve Gürel; Wentao Zhang 001; Zhichao Han 001; Bo Li 026; Wei Min; Susie Xi Rao; Hansheng Ren; Yinan Shan; Yingxia Shao; Yujie Wang; Fan Wu 011; et al. (KDD, 2021)

Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning. - Ziyan Luo; Linfeng Zhao; Wei Cheng; Sihao Chen; Qi Chen 009; Hui Xue 004; Haidong Wang; Chuanjie Liu; Mao Yang 004; Lintao Zhang (WWW, 2021)

MIRA: Leveraging Multi-Intention Co-click Information in Web-scale Document Retrieval using Deep Neural Networks. - Yusi Zhang; Chuanjie Liu; Angen Luo; Hui Xue 004; Xuan Shan; Yuxiang Luo; Yiqian Xia; Yuanchi Yan; Haidong Wang (WWW, 2021)

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection. - Yujing Wang; Luoxing Xiong; Mingliang Zhang 004; Hui Xue 004; Qi Chen 009; Yaming Yang 001; Yunhai Tong; Congrui Huang; Bixiong Xu (CoLLAs, 2022)

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment. - Mingzhe Xing; Rongkai Zhang 005; Hui Xue 004; Qi Chen 009; Fan Yang 024; Zhen Xiao (KDD, 2024)