Jianrong Tao

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 48

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Publications

Yilin Wang, Sha Zhao, Shiwei Zhao, Runze Wu, Yuhong Xu, Jianrong Tao, Tangjie Lv, Shijian Li, Zhipeng Hu, Gang Pan
PU-Detector: A PU Learning-based Framework for Real Money Trading Detection in MMORPG. ACM Trans. Knowl. Discov. Data 18 (4) (2024)
Dongming Han, Haiyang Zhu, Wei Chen, Rusheng Pan, Yijing Liu, Jiehui Zhou, Haozhe Feng, Tianye Zhang, Xumeng Wang, Minfeng Zhu, Jianrong Tao, Changjie Fan, Xiaolong Luke Zhang
GraphFederator: Federated Visual Analysis for Multi-party Graphs. PacificVis (2024)
Shiwei Zhao, Runze Wu, Jianrong Tao, Manhu Qu, Minghao Zhao, Changjie Fan, Hongke Zhao
perCLTV: A General System for Personalized Customer Lifetime Value Prediction in Online Games. ACM Trans. Inf. Syst. 41 (1) (2023)
Yu Xiong, Runze Wu, Shiwei Zhao, Jianrong Tao, Xudong Shen, Tangjie Lyu, Changjie Fan, Peng Cui
A Data-Driven Decision Support Framework for Player Churn Analysis in Online Games. KDD (2023)
Jianrong Tao, Yu Xiong, Shiwei Zhao, Runze Wu, Xudong Shen, Tangjie Lyu, Changjie Fan, Zhipeng Hu, Sha Zhao, Gang Pan
Explainable AI for Cheating Detection and Churn Prediction in Online Games. IEEE Trans. Games 15 (2) (2023)
Xiang Wen, Shiwei Zhao, Haobo Wang, Runze Wu, Manhu Qu, Tianlei Hu, Gang Chen, Jianrong Tao, Changjie Fan
Multi-Source Multi-Label Learning for User Profiling in Online Games. IEEE Trans. Multim. 25 (2023)
Chuang Zhao, Hongke Zhao, Runze Wu, Qilin Deng, Yu Ding, Jianrong Tao, Changjie Fan
Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach. AAAI (2022)
Manhu Qu, Jie Huang, Hao Deng, Runze Wu, Xudong Shen, Jianrong Tao, Tangjie Lv
EasySM: A Data-Driven Intelligent Decision Support System for Server Merge. AAAI (2022)
Yueyang Su, Di Yao, Jingwei Li, Baoli Wang, Jingping Bi, Shiwei Zhao, Runze Wu, Jianrong Tao, Hao Deng
Trajectory-Based Mobile Game Bots Detection with Gaussian Mixture Model. ICANN (3) (2022)
Sha Zhao, Gang Pan, Jianrong Tao, Zhiling Luo, Shijian Li, Zhaohui Wu
Understanding Smartphone Users From Installed App Lists Using Boolean Matrix Factorization. IEEE Trans. Cybern. 52 (1) (2022)
Kun Kuang, Peng Cui, Hao Zou, Bo Li, Jianrong Tao, Fei Wu, Shiqiang Yang
Data-Driven Variable Decomposition for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Sha Zhao, Junwei Fang, Shiwei Zhao, Runze Wu, Jianrong Tao, Shijian Li, Gang Pan
T-Detector: A Trajectory based Pre-trained Model for Game Bot Detection in MMORPGs. ICDE (2022)
Yueyang Su, Di Yao, Xiaokai Chu, Wenbin Li, Jingping Bi, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng
Few-shot Learning for Trajectory-based Mobile Game Cheating Detection. KDD (2022)
Xianyang Qi, Jiashu Pu, Shiwei Zhao, Runze Wu, Jianrong Tao
A GNN-Enhanced Game Bot Detection Model for MMORPGs. PAKDD (2) (2022)
Wenbin Li, Xiaokai Chu, Yueyang Su, Di Yao, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng, Jingping Bi
FingFormer: Contrastive Graph-based Finger Operation Transformer for Unsupervised Mobile Game Bot Detection. WWW (2022)
Minghao Zhao, Qilin Deng, Kai Wang, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen, Peng Cui
Bilateral Filtering Graph Convolutional Network for Multi-relational Social Recommendation in the Power-law Networks. ACM Trans. Inf. Syst. 40 (2) (2022)
Qilin Deng, Minghao Zhao, Kai Wang, Runze Wu, Xudong Shen, Jianrong Tao, Changjie Fan
Find Your Organization in MMORPGs. IEEE Trans. Games 14 (3) (2022)
Jiashu Pu, Jianshi Lin, Xiaoxi Mao, Jianrong Tao, Xudong Shen, Yue Shang, Runze Wu
Unsupervised Representation Learning of Player Behavioral Data with Confidence Guided Masking. WWW (2022)
Ge Fan, Biao Geng, Jianrong Tao, Kai Wang, Changjie Fan, Wei Zeng
PPPNE: Personalized proximity preserved network embedding. Neurocomputing 472 (2022)
Qilin Deng, Hao Li, Kai Wang, Zhipeng Hu, Runze Wu, Linxia Gong, Jianrong Tao, Changjie Fan, Peng Cui
Globally Optimized Matchmaking in Online Games. KDD (2021)
Sha Zhao, Yizhi Xu, Zhiling Luo, Jianrong Tao, Shijian Li, Changjie Fan, Gang Pan
Player Behavior Modeling for Enhancing Role-Playing Game Engagement. IEEE Trans. Comput. Soc. Syst. 8 (2) (2021)
Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen
Personalized Bundle Recommendation in Online Games. CoRR (2021)
Kai Wang, Zhene Zou, Qilin Deng, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation. AAAI (2021)
Qilin Deng, Kai Wang, Minghao Zhao, Runze Wu, Yu Ding, Zhene Zou, Yue Shang, Jianrong Tao, Changjie Fan
Build Your Own Bundle - A Neural Combinatorial Optimization Method. ACM Multimedia (2021)
Kun Kuang, Yunzhe Li, Bo Li, Peng Cui, Hongxia Yang, Jianrong Tao, Fei Wu
Continuous treatment effect estimation via generative adversarial de-confounding. Data Min. Knowl. Discov. 35 (6) (2021)
Yin Gu, Qi Liu, Kai Zhang, Zhenya Huang, Runze Wu, Jianrong Tao
NeuralAC: Learning Cooperation and Competition Effects for Match Outcome Prediction. AAAI (2021)
Kai Wang, Zhene Zou, Qilin Deng, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen, Peng Cui
Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation. CoRR (2021)
Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen
Personalized Bundle Recommendation in Online Games. CIKM (2020)
Yunzhe Li, Kun Kuang, Bo Li, Peng Cui, Jianrong Tao, Hongxia Yang, Fei Wu
Continuous Treatment Effect Estimation via Generative Adversarial De-confounding. CD@KDD (2020)
Kai Wang, Hao Li, Linxia Gong, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui
Match Tracing: A Unified Framework for Real-time Win Prediction and Quantifiable Performance Evaluation. CIKM (2020)
Jianrong Tao, Yu Xiong, Shiwei Zhao, Yuhong Xu, Jianshi Lin, Runze Wu, Changjie Fan
XAI-Driven Explainable Multi-view Game Cheating Detection. CoG (2020)
Shiwei Zhao, Runze Wu, Jianrong Tao, Manhu Qu, Hao Li, Changjie Fan
Multi-source Data Multi-task Learning for Profiling Players in Online Games. CoG (2020)
Meng Xi, Zhiling Luo, Naibo Wang, Jianrong Tao, Ying Li, Jianwei Yin
A Latent Feelings-aware RNN Model for User Churn Prediction with only Behaviour data. SMDS (2020)
Dongming Han, Wei Chen, Rusheng Pan, Yijing Liu, Jiehui Zhou, Ying Xu, Tianye Zhang, Changjie Fan, Jianrong Tao, Xiaolong Zhang
GraphFederator: Federated Visual Analysis for Multi-party Graphs. CoRR (2020)
Kun Kuang, Bo Li, Peng Cui, Yue Liu, Jianrong Tao, Yueting Zhuang, Fei Wu
Stable Prediction via Leveraging Seed Variable. CoRR (2020)
Linxia Gong, Xiaochuan Feng, Dezhi Ye, Hao Li, Runze Wu, Jianrong Tao, Changjie Fan, Peng Cui
OptMatch: Optimized Matchmaking via Modeling the High-Order Interactions on the Arena. KDD (2020)
Angyu Zheng, Liang Chen, Fenfang Xie, Jianrong Tao, Changjie Fan, Zibin Zheng
Keep You from Leaving: Churn Prediction in Online Games. DASFAA (2) (2020)
Anpeng Wu, Kun Kuang, Junkun Yuan, Bo Li, Pan Zhou, Jianrong Tao, Qiang Zhu, Yueting Zhuang, Fei Wu
Learning Decomposed Representation for Counterfactual Inference. CoRR (2020)
Runze Wu, Hao Deng, Jianrong Tao, Changjie Fan, Qi Liu, Liang Chen
Deep Behavior Tracing with Multi-level Temporality Preserved Embedding. CIKM (2020)
Jiarong Xu, Yifan Luo, Jianrong Tao, Changjie Fan, Zhou Zhao, Jiangang Lu
NGUARD+: An Attention-based Game Bot Detection Framework via Player Behavior Sequences. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Jianrong Tao, Linxia Gong, Changjie Fan, Longbiao Chen, Dezhi Ye, Sha Zhao
GMTL: A GART Based Multi-task Learning Model for Multi-Social-Temporal Prediction in Online Games. CIKM (2019)
Sha Zhao, Zhe Zhao, Runhe Huang, Zhiling Luo, Shijian Li, Jianrong Tao, Shiwei Cheng, Jing Fan, Gang Pan
Discovering Individual Life Style From Anonymized WiFi Scan Lists on Smartphones. IEEE Access 7 (2019)
Ruiying Guo, Zhihan Jiang, Jingchun Huang, Jianrong Tao, Cheng Wang, Jonathan Li, Longbiao Chen
BikeNet: Accurate Bike Demand Prediction Using Graph Neural Networks for Station Rebalancing. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Jianrong Tao, Jianshi Lin, Shize Zhang, Sha Zhao, Runze Wu, Changjie Fan, Peng Cui
MVAN: Multi-view Attention Networks for Real Money Trading Detection in Online Games. KDD (2019)
Jianrong Tao, Jiarong Xu, Linxia Gong, Yifu Li, Changjie Fan, Zhou Zhao
NGUARD: A Game Bot Detection Framework for NetEase MMORPGs. KDD (2018)
Sha Zhao, Gang Pan, Yifan Zhao, Jianrong Tao, Jinlai Chen, Shijian Li, Zhaohui Wu
Mining User Attributes Using Large-Scale APP Lists of Smartphones. IEEE Syst. J. 11 (1) (2017)
Sha Zhao, Julian Ramos, Jianrong Tao, Ziwen Jiang, Shijian Li, Zhaohui Wu, Gang Pan, Anind K. Dey
WHO ARE THE SMARTPHONE USERS?: Identifying user groups with apps usage behaviors. GetMobile Mob. Comput. Commun. 21 (2) (2017)
Sha Zhao, Julian Ramos, Jianrong Tao, Ziwen Jiang, Shijian Li, Zhaohui Wu, Gang Pan, Anind K. Dey
Discovering different kinds of smartphone users through their application usage behaviors. UbiComp (2016)