Runze Wu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 90

Top Topics

Decision Support

Reinforcement Learning

Top Venues

Publications

Haobo Guo, Runze Wu, Bing Qi, Yanhua He, Chen Xu, Juan Gao, Yi Sun
Adaptive Payoff Balance Among Mobile Wireless Chargers for Rechargeable Wireless Sensor Networks. IEEE Internet Things J. 11 (4) (2024)
Yu Xiong, Zhipeng Hu, Ye Huang, Runze Wu, Kai Guan, Xingchen Fang, Ji Jiang, Tianze Zhou, Yujing Hu, Haoyu Liu, Tangjie Lyu, Changjie Fan
XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques. CoRR (2024)
Meiqi Wu, Chao Ren, Chenhui Mao, Liling Dong, Bo Li, Xueqian Yang, Zhenghai Huang, Haiqiong Zhang, Yuying Li, Mengshi Yan, Qi Ge, Runze Wu, Feng Feng, Mengchao Cui, Jing Gao, Li Huo
Evaluation of a novel PET tracer [18F]-Florbetazine for Alzheimer's disease diagnosis and β-amyloid deposition quantification. NeuroImage 298 (2024)
Xin Zhang, Kai Wang, Zengmao Wang, Bo Du, Shiwei Zhao, Runze Wu, Xudong Shen, Tangjie Lv, Changjie Fan
Temporal Uplift Modeling for Online Marketing. KDD (2024)
Zhipeng Hu, Haoyu Liu, Yu Xiong, Lizi Wang, Runze Wu, Kai Guan, Yujing Hu, Tangjie Lyu, Changjie Fan
Promoting human-AI interaction makes a better adoption of deep reinforcement learning: a real-world application in game industry. Multim. Tools Appl. 83 (2) (2024)
Kai Tang, Junbo Zhao, Xiao Ding, Runze Wu, Lei Feng, Gang Chen, Haobo Wang
Learning Geometry-Aware Representations for New Intent Discovery. ACL (1) (2024)
Fei Wang, Haoyu Liu, Haoyang Bi, Xiangzhuang Shen, Renyu Zhu, Runze Wu, Minmin Lin, Tangjie Lv, Changjie Fan, Qi Liu, Zhenya Huang, Enhong Chen
A Dataset for the Validation of Truth Inference Algorithms Suitable for Online Deployment. CoRR (2024)
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)
Zewu Li, Chen Xu, Zhanpeng Zhang, Runze Wu
Deep reinforcement learning based trajectory design and resource allocation for task-aware multi-UAV enabled MEC networks. Comput. Commun. 213 (2024)
Shiwei Zhao, Xi Yuan, Runze Wu, Zhipeng Hu, Haoyu Liu, Kai Wang, Yujing Hu, Tangjie Lv, Changjie Fan, Xin T. Tong, Jiangze Han, Yan Zheng, Jianye Hao
The MMO Economist: AI Empowers Robust, Healthy, and Sustainable P2W MMO Economies. WWW (Companion Volume) (2024)
Jingtong Gao, Xiangyu Zhao, Muyang Li, Minghao Zhao, Runze Wu, Ruocheng Guo, Yiding Liu, Dawei Yin
SMLP4Rec: An Efficient All-MLP Architecture for Sequential Recommendations. ACM Trans. Inf. Syst. 42 (3) (2024)
Yu Sun, Kai Wang, Zhipeng Hu, Runze Wu, Yaoxin Wu, Wen Song, Xudong Shen, Tangjie Lv, Changjie Fan
MGMatch: Fast Matchmaking with Nonlinear Objective and Constraints via Multimodal Deep Graph Learning. KDD (2024)
Juanjuan Huang, Yabo Fang, Runze Wu, Tingzheng Xia, Xuan Wang, Jiwei Jia, Guoqing Wang
All-trans retinoic acid acts as a dual-purpose inhibitor of SARS-CoV-2 infection and inflammation. Comput. Biol. Medicine 169 (2024)
Yu Xiong, Zhipeng Hu, Ye Huang, Runze Wu, Kai Guan, Xingchen Fang, Ji Jiang, Tianze Zhou, Yujing Hu, Haoyu Liu, Tangjie Lyu, Changjie Fan
XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques. KDD (2024)
Cheng Peng, Haobo Wang, Ke Chen, Lidan Shou, Chang Yao, Runze Wu, Gang Chen
CoMAL: Contrastive Active Learning for Multi-Label Text Classification. KDD (2024)
Haobo Guo, Runze Wu, Yijia Ma, Yong Li, Sun Li, Bing Qi, Yi Sun
Learning-Based Terminal-Edge Collaborative Energy-Efficient Routing Algorithm for Green RWSN. IEEE Trans. Ind. Informatics 20 (6) (2024)
Kai Wang, Haoyu Liu, Zhipeng Hu, Xiaochuan Feng, Minghao Zhao, Shiwei Zhao, Runze Wu, Xudong Shen, Tangjie Lv, Changjie Fan
EnMatch: Matchmaking for Better Player Engagement via Neural Combinatorial Optimization. AAAI (2024)
Muyang Li, Runze Wu, Haoyu Liu, Jun Yu, Xun Yang, Bo Han, Tongliang Liu
InstanT: Semi-supervised Learning with Instance-dependent Thresholds. CoRR (2023)
Shanqi Liu, Yujing Hu, Runze Wu, Dong Xing, Yu Xiong, Changjie Fan, Kun Kuang, Yong Liu
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning. AAMAS (2023)
Muyang Li, Zijian Zhang, Xiangyu Zhao, Wanyu Wang, Minghao Zhao, Runze Wu, Ruocheng Guo
AutoMLP: Automated MLP for Sequential Recommendations. WWW (2023)
Yufei Liang, Jiangning Zhang, Shiwei Zhao, Runze Wu, Yong Liu, Shuwen Pan
Omni-Frequency Channel-Selection Representations for Unsupervised Anomaly Detection. IEEE Trans. Image Process. 32 (2023)
Ruixuan Xiao, Yiwen Dong, Haobo Wang, Lei Feng, Runze Wu, Gang Chen, Junbo Zhao
ProMix: Combating Label Noise via Maximizing Clean Sample Utility. IJCAI (2023)
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)
Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. CoRR (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)
Xingliang Wang, Dongjing Wang, Dongjin Yu, Runze Wu, Qimeng Yang, Shuiguang Deng, Guandong Xu
Intent-aware Graph Neural Network for Point-of-Interest embedding and recommendation. Neurocomputing 557 (2023)
Renyu Zhu, Haoyu Liu, Runze Wu, Minmin Lin, Tangjie Lv, Changjie Fan, Haobo Wang
Rethinking Noisy Label Learning in Real-world Annotation Scenarios from the Noise-type Perspective. CoRR (2023)
Jiashu Pu, Shiwei Zhao, Ling Cheng, Yongzhu Chang, Runze Wu, Tangjie Lv, Rongsheng Zhang
Examining the Effect of Pre-training on Time Series Classification. CoRR (2023)
Haoyu Liu, Fei Wang, Minmin Lin, Runze Wu, Renyu Zhu, Shiwei Zhao, Kai Wang, Tangjie Lv, Changjie Fan
Towards Long-term Annotators: A Supervised Label Aggregation Baseline. CoRR (2023)
Kai Wang, Zhene Zou, Minghao Zhao, Qilin Deng, Yue Shang, Yile Liang, Runze Wu, Xudong Shen, Tangjie Lyu, Changjie Fan
RL4RS: A Real-World Dataset for Reinforcement Learning based Recommender System. SIGIR (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)
Muyang Li, Zijian Zhang, Xiangyu Zhao, Wanyu Wang, Minghao Zhao, Runze Wu, Ruocheng Guo
AutoMLP: Automated MLP for Sequential Recommendations. CoRR (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)
Zhipeng Hu, Yu Ding, Runze Wu, Lincheng Li, Rongsheng Zhang, Yujing Hu, Feng Qiu, Zhimeng Zhang, Kai Wang, Shiwei Zhao, Yongqiang Zhang, Ji Jiang, Yadong Xi, Jiashu Pu, Wei Zhang, Suzhen Wang, Ke Chen, Tianze Zhou, Jiarui Chen, Yan Song, Tangjie Lv, Changjie Fan
Deep learning applications in games: a survey from a data perspective. Appl. Intell. 53 (24) (2023)
Muyang Li, Runze Wu, Haoyu Liu, Jun Yu, Xun Yang, Bo Han, Tongliang Liu
InstanT: Semi-supervised Learning with Instance-dependent Thresholds. NeurIPS (2023)
Huan Xie, Qiuming Zhang, Shu Du, Yang Yang, Xue Wu, Peng Qin, Runze Wu, Xiongwen Zhao
Study of Resource Allocation for 5G URLLC/eMBB-Oriented Power Hybrid Service. Sensors 23 (8) (2023)
Kun Kuang, Haotian Wang, Yue Liu, Ruoxuan Xiong, Runze Wu, Weiming Lu, Yueting Zhuang, Fei Wu, Peng Cui, Bo Li
Stable Prediction With Leveraging Seed Variable. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Ruixuan Xiao, Yiwen Dong, Junbo Zhao, Runze Wu, Minmin Lin, Gang Chen, Haobo Wang
FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models. EMNLP (2023)
Anpeng Wu, Junkun Yuan, Kun Kuang, Bo Li, Runze Wu, Qiang Zhu, Yueting Zhuang, Fei Wu
Learning Decomposed Representations for Treatment Effect Estimation. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Shanqi Liu, Yujing Hu, Runze Wu, Dong Xing, Yu Xiong, Changjie Fan, Kun Kuang, Yong Liu
Adaptive Value Decomposition with Greedy Marginal Contribution Computation for Cooperative Multi-Agent Reinforcement Learning. CoRR (2023)
Zhao Ziyu, Kun Kuang, Bo Li, Peng Cui, Runze Wu, Jun Xiao, Fei Wu
Differentiated matching for individual and average treatment effect estimation. Data Min. Knowl. Discov. 37 (1) (2023)
Zhanpeng Zhang, Chen Xu, Zewu Li, Xiongwen Zhao, Runze Wu
Deep Reinforcement Learning for Aerial Data Collection in Hybrid-Powered NOMA-IoT Networks. IEEE Internet Things J. 10 (2) (2023)
Zhanpeng Zhang, Xinghuan Xie, Chen Xu, Runze Wu
Energy Harvesting-Based UAV-Assisted Vehicular Edge Computing: A Deep Reinforcement Learning Approach. ICCC Workshops (2022)
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)
Lei Zhang, Wang Xiang, Chuang Zhao, Hongke Zhao, Rui Li, Runze Wu
Co-promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach. AAAI (2022)
Yufei Liang, Jiangning Zhang, Shiwei Zhao, Runze Wu, Yong Liu, Shuwen Pan
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection. CoRR (2022)
Pengfei Xi, Guifeng Wang, Zhipeng Hu, Yu Xiong, Mingming Gong, Wei Huang, Runze Wu, Yu Ding, Tangjie Lv, Changjie Fan, Xiangnan Feng
TCFimt: Temporal Counterfactual Forecasting from Individual Multiple Treatment Perspective. CoRR (2022)
Muyang Li, Xiangyu Zhao, Chuan Lyu, Minghao Zhao, Runze Wu, Ruocheng Guo
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations. IJCAI (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)
Minghao Zhao, Le Wu, Yile Liang, Lei Chen, Jian Zhang, Qilin Deng, Kai Wang, Xudong Shen, Tangjie Lv, Runze Wu
Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering. SIGIR (2022)
Yun Sheng, Chen Xu, Runze Wu
Task-Oriented Computation Offloading and Resource Management in D2D-Assisted Heterogeneous Networks. ICCC (2022)
Kun Kuang, Hengtao Zhang, Runze Wu, Fei Wu, Yueting Zhuang, Aijun Zhang
Balance-Subsampled Stable Prediction Across Unknown Test Data. ACM Trans. Knowl. Discov. Data 16 (3) (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)
Zewu Li, Chen Xu, Zhanpeng Zhang, Runze Wu
Task-Aware Multi-UAV Cooperative Computing: A Learning-Based Trajectory and Resource Optimization. ICCT (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)
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition. ACM Trans. Knowl. Discov. Data 16 (4) (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)
Haobo Guo, Runze Wu, Bing Qi, Bing Fan
Payoff-maximization-based adaptive hierarchical wireless charging algorithm for mobile charger in IoT. IET Commun. 16 (10) (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)
Chuang Zhao, Hongke Zhao, Yong Ge, Runze Wu, Xudong Shen
Winning Tracker: A New Model for Real-time Winning Prediction in MOBA Games. WWW (2022)
Minghao Zhao, Le Wu, Yile Liang, Lei Chen, Jian Zhang, Qilin Deng, Kai Wang, Xudong Shen, Tangjie Lv, Runze Wu
Investigating Accuracy-Novelty Performance for Graph-based Collaborative Filtering. CoRR (2022)
Muyang Li, Xiangyu Zhao, Chuan Lyu, Minghao Zhao, Runze Wu, Ruocheng Guo
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations. CoRR (2022)
Zhanpeng Zhang, Chen Xu, Runze Wu
Learning-Based Trajectory Design and Time Allocation in UAV-Supported Wireless Powered NOMA-IoT Networks. ICC Workshops (2022)
Junkun Yuan, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, Lanfen Lin
Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition. CoRR (2021)
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)
Runze Wu, Jong-Ho Lee, Xiu-Fu Tian
Determinants of the Intention to Use Cross-Border Mobile Payments in Korea among Chinese Tourists: An Integrated Perspective of UTAUT2 with TTF and ITM. J. Theor. Appl. Electron. Commer. Res. 16 (5) (2021)
Wei Zhang, Zunhu Guo, Keyu Chen, Lincheng Li, Zhimeng Zhang, Yu Ding, Runze Wu, Tangjie Lv, Changjie Fan
Prior Aided Streaming Network for Multi-task Affective Analysis. ICCVW (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)
Runze Wu, Xiang Ao, Bing Fan, Hailin Hu
A MECS redistribution algorithm for SDN-enable MEC using response time and transmission overhead. Wirel. Networks 27 (2) (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)
Jie Huang, Qi Liu, Fei Wang, Zhenya Huang, Songtao Fang, Runze Wu, Enhong Chen, Yu Su, Shijin Wang
Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective. ICDM (2021)
Kai Wang, Zhene Zou, Qilin Deng, Yue Shang, Minghao Zhao, Runze Wu, Xudong Shen, Tangjie Lyu, Changjie Fan
RL4RS: A Real-World Benchmark for Reinforcement Learning based Recommender System. CoRR (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)
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)
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)
Bing Fan, Chen-Xi Zheng, Liang-Rui Tang, Runze Wu
Critical nodes identification for vulnerability analysis of power communication networks. IET Commun. 14 (4) (2020)
Runze Wu, Hao Deng, Jianrong Tao, Changjie Fan, Qi Liu, Liang Chen
Deep Behavior Tracing with Multi-level Temporality Preserved Embedding. CIKM (2020)
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)
Runze Wu, Bixiao Wang, Yingjie Zou, Bing Fan, Li Li, Zhengjia Zhu
Energy router interface model based on bidirectional flow control for intelligent park. IECON (2017)
Runze Wu, Zhengrui Bao, Hao Wu, Bing Fan
An importance evaluation method combining multiple factors fusion for power communication services in smart grid. ICSAI (2016)
Yirong Wang, Wenwei Chen, Runze Wu, Zili Liu
FIM Algorithm for Multi-Source Heterogeneous Information in Power Grid Intelligent Dispatching. CyberC (2016)
Runze Wu, Qi An, Mingshan Wu
An evaluation stratagy based on AHP for intelligent substation network in power grid. IC-NIDC (2012)