Mingxuan Yuan

2025

SmoothGNN: Smoothing-aware GNN for Unsupervised Node Anomaly Detection.

Xiangyu Dong|Xingyi Zhang|Yanni Sun|Lei Chen|Mingxuan Yuan|Sibo Wang

Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2021

Grassland: A Rapid Algebraic Modeling System for Million-variable Optimization.

Xihan Li|Xiongwei Han|Zhishuo Zhou|Mingxuan Yuan|Jia Zeng|Jun Wang

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

Block Access Pattern Discovery via Compressed Full Tensor Transformer.

Xing Li|Qiquan Shi|Gang Hu|Lei Chen|Hui Mao|Yiyuan Yang|Mingxuan Yuan|Jia Zeng|Zhuo Cheng

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

Learning to Pack: A Data-Driven Tree Search Algorithm for Large-Scale 3D Bin Packing Problem.

Qianwen Zhu|Xihan Li|Zihan Zhang|Zhixing Luo|Xialiang Tong|Mingxuan Yuan|Jia Zeng

CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2019

Experimental Study of Multivariate Time Series Forecasting Models.

Jiaming Yin|Weixiong Rao|Mingxuan Yuan|Jia Zeng|Kai Zhao|Chenxi Zhang|Jiangfeng Li|Qinpei Zhao

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

PRNet: Outdoor Position Recovery for Heterogenous Telco Data by Deep Neural Network.

Yige Zhang|Weixiong Rao|Kun Zhang|Mingxuan Yuan|Jia Zeng

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

A Two-Layer Algorithmic Framework for Service Provider Configuration and Planning with Optimal Spatial Matching.

Xijun Li|Jianguo Yao|Mingxuan Yuan|Jia Zeng

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2017

Mining Business Opportunities from Location-based Social Networks.

Shenglin Zhao|Irwin King|Michael R. Lyu|Jia Zeng|Mingxuan Yuan

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2016

Telco User Activity Level Prediction with Massive Mobile Broadband Data.

Chen Luo|Jia Zeng|Mingxuan Yuan|Wenyuan Dai|Qiang Yang

ACM Transactions on Intelligent Systems and Technology (TIST) 2016 Volume 7 Issue 4

LDA Revisited: Entropy, Prior and Convergence.

Jianwei Zhang|Jia Zeng|Mingxuan Yuan|Weixiong Rao|Jianfeng Yan

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

City-Scale Localization with Telco Big Data.

Fangzhou Zhu|Chen Luo|Mingxuan Yuan|Yijian Zhu|Zhengqing Zhang|Tao Gu|Ke Deng|Weixiong Rao|Jia Zeng

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2015

Privacy preserving graph publication in a distributed environment.

Mingxuan Yuan|Lei Chen|Philip S. Yu|Hong Mei

World Wide Web (WWW) 2015 Volume 18 Issue 5

Sampling Big Trajectory Data.

Yanhua Li|Chi-Yin Chow|Ke Deng|Mingxuan Yuan|Jia Zeng|Jia-Dong Zhang|Qiang Yang|Zhi-Li Zhang

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015