Hui Xue

According to our database, Hui Xue authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Understanding the Weakness of Large Language Model Agents within a Complex Android Environment.

Mingzhe Xing, Rongkai Zhang, Hui Xue, Qi Chen, Fan Yang, Zhen Xiao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2022

Heat-RL: Online Model Selection for Streaming Time-Series Anomaly Detection.

Yujing Wang, Luoxing Xiong, Mingliang Zhang, Hui Xue, Qi Chen, Yaming Yang, Yunhai Tong, Congrui Huang, Bixiong Xu

Proceedings of the Conference on Lifelong Learning Agents, 2022

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, Xuan Shan, Yuxiang Luo, Yiqian Xia, Yuanchi Yan, Haidong Wang

Proceedings of the WWW '21: The Web Conference 2021, 2021

Match Plan Generation in Web Search with Parameterized Action Reinforcement Learning.

Ziyan Luo, Linfeng Zhao, Wei Cheng, Sihao Chen, Qi Chen, Hui Xue, Haidong Wang, Chuanjie Liu, Mao Yang, Lintao Zhang

Proceedings of the WWW '21: The Web Conference 2021, 2021

DeGNN: Improving Graph Neural Networks with Graph Decomposition.

Xupeng Miao, Nezihe Merve Gürel, Wentao Zhang, Zhichao Han, Bo Li, Wei Min, Susie Xi Rao, Hansheng Ren, Yinan Shan, Yingxia Shao, Yujie Wang, Fan Wu, Hui Xue, Yaming Yang, Zitao Zhang, Yang Zhao, Shuai Zhang, Yujing Wang, Bin Cui, Ce Zhang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Deeper Insights into Weight Sharing in Neural Architecture Search.

Yuge Zhang, Zejun Lin, Junyang Jiang, Quanlu Zhang, Yujing Wang, Hui Xue, Chen Zhang, Yaming Yang

CoRR, 2020

AutoSys: The Design and Operation of Learning-Augmented Systems.

Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou, Lifei Zhu, Zhao Lucis Li, Zibo Wang, Qi Chen, Quanlu Zhang, Chuanjie Liu, Wenjun Dai

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

2019

The Case for Learning-and-System Co-design.

Chieh-Jan Mike Liang, Hui Xue, Mao Yang, Lidong Zhou

ACM SIGOPS Oper. Syst. Rev., 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, Yaming Yang, Ce Zhang

CoRR, 2019

We Know What You Will Ask: A Dialogue System for Multi-intent Switch and Prediction.

Chen Shi, Qi Chen, Lei Sha, Hui Xue, Sujian Li, Lintao Zhang, Houfeng Wang

Proceedings of the Natural Language Processing and Chinese Computing, 2019