Xiaofeng Gao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 75

Top Topics

Wireless Sensor

Reinforcement Learning

Top Venues

Publications

Li Ma, Haoyu Han, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang
Mixture of Link Predictors. CoRR (2024)
Jiale Zhang, Tianxiang Jiang, Xiaofeng Gao, Guihai Chen
An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 23 (1) (2024)
Yucen Gao, Li Ma, Zhemeng Yu, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen
Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network. WWW (Companion Volume) (2024)
Xiuqi Huang, Xiaofeng Gao, Guihai Chen
DITune: A Reinforcement Learning Based Framework for Automated Database Index Selection. IMCOM (2024)
Jiaqi Zheng, Zhuoxuan Du, Zhenqing Zha, Zixuan Yang, Xiaofeng Gao, Guihai Chen
Learning to Configure Converters in Hybrid Switching Data Center Networks. IEEE/ACM Trans. Netw. 32 (1) (2024)
Yucen Gao, Zhehao Zhu, Mingqian Ma, Fei Gao, Hui Gao, Yangguang Shi, Xiaofeng Gao
Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network. KDD (2024)
Yi Xie, Yun Xiong, Xiaofeng Gao, Jiadong Chen, Yao Zhang, Xian Wu, Chao Chen
LAMEE: a light all-MLP framework for time series prediction empowering recommendations. World Wide Web (WWW) 27 (2) (2024)
Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen
Temporal Interest Network for User Response Prediction. WWW (Companion Volume) (2024)
Jiale Zhang, Mingqian Ma, Xiaofeng Gao, Guihai Chen
Encoder-Decoder Based Route Generation Model for Flexible Travel Recommendation. IEEE Trans. Serv. Comput. 17 (3) (2024)
Yucen Gao, Wei Liu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen
A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network. SIGIR (2024)
Yue Ma, Xiaofeng Gao, Shahzad Sarwar Bhatti, Guihai Chen
Clustering Based Priority Queue Algorithm for Spatial Task Assignment in Crowdsourcing. IEEE Trans. Serv. Comput. 17 (2) (2024)
Yang Luo, Mohan Gao, Zhemeng Yu, Haoyuan Ge, Xiaofeng Gao, Tengwei Cai, Guihai Chen
Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload Prediction. KDD (2024)
Hengyu Ye, Jiadong Chen, Shijin Gong, Fuxin Jiang, Tieying Zhang, Jianjun Chen, Xiaofeng Gao
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting. CoRR (2024)
Yunlong Cheng, Xiuqi Huang, Zifeng Liu, Jiadong Chen, Xiaofeng Gao, Zhen Fang, Yongqiang Yang
FEDGE: An Interference-Aware QoS Prediction Framework for Black-Box Scenario in IaaS Clouds with Domain Generalization. IPDPS (2024)
Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li
Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance. KDD (2024)
Yongyi Hu, Xueyan Li, Xikai Wei, Yangguang Shi, Xiaofeng Gao, Guihai Chen
Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint. ICDE (2024)
Jiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao, Guihai Chen
Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms. COCOA (1) (2023)
Yulong Song, Bin Fu, Jianxiong Guo, Xiaofeng Gao
Interactive Activities Initiation through Retrieving Hidden Social Information Networks. ICDM (2023)
Tianyao Shi, Yingxuan Yang, Yunlong Cheng, Xiaofeng Gao, Zhen Fang, Yongqiang Yang
Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud. IPDPS (2023)
Yucen Gao, Xikai Wei, Xi Jing, Yangguang Shi, Xiaofeng Gao, Guihai Chen
Online Shipping Container Pricing Strategy Achieving Vanishing Regret with Limited Inventory. ICDE (2023)
Dejun Kong, Zhongrui Zhang, Yangguang Shi, Xiaofeng Gao
An Approximation for Job Scheduling on Cloud with Synchronization and Slowdown Constraints. INFOCOM (2023)
Yuxin Zuo, Haojia Sun, Yongyi Hu, Jianxiong Guo, Xiaofeng Gao
DSCom: A Data-Driven Self-Adaptive Community-Based Framework for Influence Maximization in Social Networks. CoRR (2023)
Tianyao Shi, Yingxuan Yang, Yunlong Cheng, Xiaofeng Gao, Zhen Fang, Yongqiang Yang
Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public Cloud. CoRR (2023)
Zifeng Liu, Dejun Kong, Yucen Gao, Haipeng Dai, Xiaofeng Gao, Tian He
An Approximation for Routing Planning, Mobile Charging, and Energy Sharing for Sensing Devices. ICWS (2023)
Akbar Majidi, Xiaofeng Gao, Shunjia Zhu, Nazila Jahanbakhsh, Jiaqi Zheng, Guihai Chen
MiFi: Bounded Update to Optimize Network Performance in Software-Defined Data Centers. IEEE/ACM Trans. Netw. 31 (1) (2023)
Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
Optimizing incremental SDN upgrades for load balancing in ISP networks. Theor. Comput. Sci. 962 (2023)
Xueyan Li, Yongyi Hu, Yumeng Bai, Xiaofeng Gao, Guihai Chen
DeepDLP: Deep Reinforcement Learning based Framework for Dynamic Liner Trade Pricing. IMCOM (2023)
Shuodian Yu, Junqi Jin, Li Ma, Xiaofeng Gao, Xiaopeng Wu, Haiyang Xu, Jian Xu
Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation. IJCAI (2023)
Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE (2023)
Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen
Temporal Interest Network for Click-Through Rate Prediction. CoRR (2023)
Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, Guihai Chen
ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution. ICWS (2023)
Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwei Yang, Lei Xiao, Jie Jiang
Pareto-based Multi-Objective Recommender System with Forgetting Curve. CoRR (2023)
Xiaofeng Gao, Wenyi Xu, Zixuan Zhang, Yan Tang, Guihai Chen
Cross-Platform Event Popularity Analysis via Dynamic Time Warping and Neural Prediction. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Jiadong Chen, Yang Luo, Xiuqi Huang, Fuxin Jiang, Yangguang Shi, Tieying Zhang, Xiaofeng Gao
IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems. KDD (2023)
Yucen Gao, Yulong Song, Xikai Wei, Xiaofeng Gao, Guihai Chen
SACA: An End-to-End Method for Dispatching, Routing, and Pricing of Online Bus-Booking. DASFAA (4) (2023)
Zuowu Zheng, Chao Wang, Xiaofeng Gao, Guihai Chen
RBNets: A Reinforcement Learning Approach for Learning Bayesian Network Structure. ECML/PKDD (3) (2023)
Yue Ma, Li Ma, Xiaofeng Gao, Guihai Chen
Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing. ICSOC (2) (2023)
Xinyi Zhou, Jipeng Jin, Li Ma, Xiaofeng Gao, Jianbo Yang, Xiongwen Yang, Lei Xiao
SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt Paradigm. ICDM (2023)
Jipeng Jin, Guangben Lu, Sijia Li, Xiaofeng Gao, Ao Tan, Lifeng Wang
Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level Representation. ICDE (2023)
Shuodian Yu, Li Ma, Xiaofeng Gao, Jianxiong Guo, Guihai Chen
Attentive Hawkes Process Application for Sequential Recommendation. DASFAA (2) (2023)
Jiadong Chen, Hengyu Ye, Xiaofeng Gao, Fan Wu, Linghe Kong, Guihai Chen
An Adaptive Data-Driven Imputation Model for Incomplete Event Series. ADMA (1) (2023)
Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao
Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction. ICDM (2023)
Yucen Gao, Mingqian Ma, Jiale Zhang, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen
Algorithms for Shortest Path Tour Problem in Large-Scale Road Network. COCOON (2) (2023)
Xiuqi Huang, Yuanning Gao, Xinyi Zhou, Xiaofeng Gao, Guihai Chen
An Adaptive Metadata Management Scheme Based on Deep Reinforcement Learning for Large-Scale Distributed File Systems. IEEE/ACM Trans. Netw. 31 (6) (2023)
Jianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao
Graph Clustering Through Users' Properties and Social Influence. COCOA (2) (2023)
Haolin Zhou, Chaoqi Yang, Xiaofeng Gao, Qiong Chen, Gongshen Liu, Guihai Chen
Multi-Objective Actor-Critics for Real-Time Bidding in Display Advertising. ECML/PKDD (4) (2022)
Yuanning Gao, Xiaofeng Gao, Ruisi Zhang, Guihai Chen
An End-to-End Learning-Based Metadata Management Approach for Distributed File Systems. IEEE Trans. Computers 71 (5) (2022)
Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen
Cross-Task Knowledge Distillation in Multi-Task Recommendation. AAAI (2022)
Zhiyao Li, Jiale Zhang, Xiaofeng Gao, Guihai Chen
Maximum Profit Routing for Mobile Crowdsensing. IPSN (2022)
Jiadong Chen, Xiaofeng Gao, Guihai Chen
ELA: A Time-Series Forecasting Model for Liner Shipping Based on EMD-LSTM and Attention. CSoNet (2022)
Yucen Gao, Dejun Kong, Haipeng Dai, Xiaofeng Gao, Jiaqi Zheng, Fan Wu, Guihai Chen
DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial Crowdsourcing. APWeb/WAIM (1) (2022)
Shuodian Yu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen
KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity Prediction. DEXA (1) (2022)
Zhiyao Li, Siru Ouyang, Xiaofeng Gao, Guihai Chen
Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks. Comput. J. 65 (12) (2022)
Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling. ICDM (2022)
Yuanning Gao, Xiaofeng Gao, Xianyue Li, Bin Yao, Guihai Chen
An Embedded GRASP-VNS based Two-Layer Framework for Tour Recommendation. IEEE Trans. Serv. Comput. 15 (2) (2022)
Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen
LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. ICWS (2022)
Jiadong Chen, Hua Ke, Haijian Mo, Xiaofeng Gao, Guihai Chen
CAKE: A Context-Aware Knowledge Embedding Model of Knowledge Graph. DEXA (1) (2022)
Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen
Incremental SDN Deployment to Achieve Load Balance in ISP Networks. AAIM (2022)
Xiaofeng Gao, Xiaosong Jia, Chaoqi Yang, Guihai Chen
Using Survival Theory in Early Pattern Detection for Viral Cascades. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang
AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling. CoRR (2022)
Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach. CoRR (2022)
Yi Wang, Yi-Xue Liu, Shunjia Zhu, Xiaofeng Gao, Chen Tian
Approximation Designs for Energy Harvesting Relay Deployment in Wireless Sensor Networks. J. Comput. Sci. Technol. 37 (4) (2022)
Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen
HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction. CoRR (2022)
Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach. IJCAI (2022)
Zhiyao Li, Xiaofeng Gao, Guihai Chen
Deep Active Learning Framework for Crowdsourcing-Enhanced Image Classification and Segmentation. DEXA (1) (2022)
Jiadong Chen, Xueyan Li, Xiaofeng Gao, Guihai Chen
Intelligent Air Traffic Management System Based on Knowledge Graph. DEXA (2) (2022)
Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen
HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction. SIGIR (2022)
Jiacheng Luo, Wenyi Xu, Xiaofeng Gao, Guihai Chen
Which is better? A modularized evaluation for topic popularity prediction. Knowl. Inf. Syst. 64 (11) (2022)
Xiuqi Huang, Yunlong Cheng, Xiaofeng Gao, Guihai Chen
TEALED: A Multi-Step Workload Forecasting Approach Using Time-Sensitive EMD and Auto LSTM Encoder-Decoder. DASFAA (2) (2022)
Yuanning Gao, Xiaofeng Gao, Guihai Chen
MetisRL: A Reinforcement Learning Approach for Dynamic Routing in Data Center Networks. DASFAA (2) (2022)
Haolin Zhou, Qingmin Liu, Xiaofeng Gao, Guihai Chen
MDKE: Multi-level Disentangled Knowledge-Based Embedding for Recommender Systems. DASFAA (2) (2022)
Haozhen Lu, Xiaofeng Gao, Guihai Chen
Efficient Crowdsourcing-Aided Positioning and Ground-Truth-Aided Truth Discovery for Mobile Wireless Sensor Networks in Urban Fields. IEEE Trans. Wirel. Commun. 21 (3) (2022)
Zhiyao Li, Wei Liu, Xiaofeng Gao, Guihai Chen
Friends-Based Crowdsourcing: Algorithms For Task Dissemination Over Social Groups. Comput. J. 65 (10) (2022)
Zhenzhe Zheng, Shuo Yang, Jiapeng Xie, Fan Wu, Xiaofeng Gao, Guihai Chen
On Designing Strategy-Proof Budget Feasible Online Mechanisms for Mobile Crowdsensing With Time-Discounting Values. IEEE Trans. Mob. Comput. 21 (6) (2022)
Jiale Zhang, Haozhen Lu, Xiaofeng Gao, Ailun Song, Guihai Chen
TROP: Task Ranking Optimization Problem on Crowdsourcing Service Platform. DASFAA (1) (2022)
Yi Zhu, Xiaofeng Gao, Weili Wu, Jason P. Jue
Efficient Impairment-Constrained 3R Regenerator Placement for Light-Trees in Optical Networks. JOCN 3 (4) (2011)