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ORCIDXiaofeng Gao 0001
Person information
- affiliation: Shanghai Jiao Tong University, China
- affiliation (PhD 2010): University of Texas at Dallas, TX, USA
Other persons with the same name
- Xiaofeng Gao 0002
![[0000-0003-3331-9846]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-3331-9846")
— University of California Los Angeles, VCLA, CA, USA - Xiaofeng Gao 0003 — University of California, San Diego, CA, USA
- Xiaofeng Gao 0004 — Beijing Normal University, School of Geography, China
- Xiaofeng Gao 0005 — MedEx (Beijing) Technology Limited Corporation, China
- Xiaofeng Gao 0006 — Motorola (China) Electronics Ltd., Tianjin, China
- Xiaofeng Gao 0007 — Tianjin University, School of Electrical and Information Engineering, China
- Xiaofeng Gao 0008 — Beijing Institute of Radio Measurement, China (and 1 more)
- Xiaofeng Gao 0009 — Henan University of Science and Technology, Network Information and Modern Education Technology Center, Luoyang, China
- Xiaofeng Gao 0010 — Nanjing Xiaozhuang University, China
- Xiaofeng Gao 0011 — Nantong University, School of Information Science and Technology, China
- Xiaofeng Gao 0012 — State Grid Henan Electric Power Company, Zhengzhou, China
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2020 – today
- 2024
[j102]Yixin Wu, Xiuqi Huang, Wei Zhongjia, Hang Cheng, Chaohui Xin, Zuzhi Chen, Binbin Chen, Yufei Wu, Hao Wang, Tieying Zhang, Rui Shi, Xiaofeng Gao, Yuming Liang, Pengwei Zhao, Guihai Chen:
Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance. Proc. VLDB Endow. 17(12): 3759-3771 (2024)- [j101]Jianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao:
A new similarity in clustering through users' interest and social relationship. Theor. Comput. Sci. 1019: 114833 (2024) - [j100]Jiale Zhang, Tianxiang Jiang, Xiaofeng Gao, Guihai Chen:
An Online Fairness-Aware Task Planning Approach for Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 23(1): 150-163 (2024) - [j99]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): 520-534 (2024) - [j98]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): 452-465 (2024) - [j97]Jiale Zhang, Mingqian Ma, Xiaofeng Gao, Guihai Chen:
Encoder-Decoder Based Route Generation Model for Flexible Travel Recommendation. IEEE Trans. Serv. Comput. 17(3): 905-920 (2024) - [j96]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): 13 (2024) - [c202]Yongyi Hu, Xueyan Li, Xikai Wei, Yangguang Shi, Xiaofeng Gao, Guihai Chen:
Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint. ICDE 2024: 5035-5047 - [c201]Xiuqi Huang, Xiaofeng Gao, Guihai Chen:
DITune: A Reinforcement Learning Based Framework for Automated Database Index Selection. IMCOM 2024: 1-8 - [c200]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: 128-138 - [c199]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: 863-871 - [c198]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: 5521-5531 - [c197]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: 6037-6048 - [c196]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: 1670-1679 - [c195]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: 302-310 - [c194]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: 413-422 - [i25]Li Ma, Haoyu Han, Juanhui Li, Harry Shomer, Hui Liu, Xiaofeng Gao, Jiliang Tang:
Mixture of Link Predictors. CoRR abs/2402.08583 (2024) - [i24]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 abs/2404.05192 (2024) - [i23]Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Xiaofeng Gao, Hongtao Lu:
Towards Personalized Federated Multi-scenario Multi-task Recommendation. CoRR abs/2406.18938 (2024) - [i22]Yang Luo, Shiyu Wang, Zhemeng Yu, Wei Lu, Xiaofeng Gao, Lintao Ma, Guihai Chen:
Adaptive Two-Stage Cloud Resource Scaling via Hierarchical Multi-Indicator Forecasting and Bayesian Decision-Making. CoRR abs/2408.01000 (2024) - [i21]Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen:
An Efficient and Generalizable Symbolic Regression Method for Time Series Analysis. CoRR abs/2409.03986 (2024) - 2023
- [j95]Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen:
Optimizing incremental SDN upgrades for load balancing in ISP networks. Theor. Comput. Sci. 962: 113927 (2023) - [j94]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): 1337-1350 (2023) - [j93]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): 322-335 (2023) - [j92]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): 2840-2853 (2023) - [c193]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: 3-18 - [c192]Jiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao, Guihai Chen:
Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms. COCOA (1) 2023: 380-391 - [c191]Jianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao:
Graph Clustering Through Users' Properties and Social Influence. COCOA (2) 2023: 403-415 - [c190]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: 340-352 - [c189]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: 303-313 - [c188]Shuodian Yu, Li Ma, Xiaofeng Gao, Jianxiong Guo, Guihai Chen:
Attentive Hawkes Process Application for Sequential Recommendation. DASFAA (2) 2023: 473-488 - [c187]Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen:
DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. ICDE 2023: 27-39 - [c186]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: 1719-1731 - [c185]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: 3440-3452 - [c184]Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao:
Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction. ICDM 2023: 468-477 - [c183]Yulong Song, Bin Fu, Jianxiong Guo, Xiaofeng Gao:
Interactive Activities Initiation through Retrieving Hidden Social Information Networks. ICDM 2023: 538-547 - [c182]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: 888-897 - [c181]Yue Ma, Li Ma, Xiaofeng Gao, Guihai Chen:
Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing. ICSOC (2) 2023: 227-241 - [c180]Xueyan Li, Yongyi Hu, Yumeng Bai, Xiaofeng Gao, Guihai Chen:
DeepDLP: Deep Reinforcement Learning based Framework for Dynamic Liner Trade Pricing. IMCOM 2023: 1-8 - [c179]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: 105-111 - [c178]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: 138-144 - [c177]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: 2406-2414 - [c176]Dejun Kong, Zhongrui Zhang, Yangguang Shi, Xiaofeng Gao:
An Approximation for Job Scheduling on Cloud with Synchronization and Slowdown Constraints. INFOCOM 2023: 1-10 - [c175]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: 908-917 - [c174]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: 202-212 - [c173]Zuowu Zheng, Chao Wang, Xiaofeng Gao, Guihai Chen:
RBNets: A Reinforcement Learning Approach for Learning Bayesian Network Structure. ECML/PKDD (3) 2023: 193-208 - [e3]Guihai Chen, Latifur Khan, Xiaofeng Gao, Meikang Qiu, Witold Pedrycz, Xindong Wu:
IEEE International Conference on Data Mining, ICDM 2023, Shanghai, China, December 1-4, 2023. IEEE 2023, ISBN 979-8-3503-0788-7 [contents] - [i20]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 abs/2307.08949 (2023) - [i19]Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen:
Temporal Interest Network for Click-Through Rate Prediction. CoRR abs/2308.08487 (2023) - [i18]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 abs/2311.11080 (2023) - [i17]Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwei Yang, Lei Xiao, Jie Jiang:
Pareto-based Multi-Objective Recommender System with Forgetting Curve. CoRR abs/2312.16868 (2023) - 2022
- [j91]Zhiyao Li, Wei Liu, Xiaofeng Gao, Guihai Chen:
Friends-Based Crowdsourcing: Algorithms For Task Dissemination Over Social Groups. Comput. J. 65(10): 2615-2630 (2022) - [j90]Zhiyao Li, Siru Ouyang, Xiaofeng Gao, Guihai Chen:
Two-Hop Relay Deployment Based on User Trajectory in Wireless Networks. Comput. J. 65(12): 3106-3122 (2022) - [j89]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): 779-796 (2022) - [j88]Jiacheng Luo, Wenyi Xu, Xiaofeng Gao, Guihai Chen:
Which is better? A modularized evaluation for topic popularity prediction. Knowl. Inf. Syst. 64(11): 3043-3080 (2022) - [j87]Jiaqi Zheng, Zixuan Zhang, Qiufang Ma, Xiaofeng Gao, Chen Tian, Guihai Chen:
Multi-Resource VNF Deployment in a Heterogeneous Cloud. IEEE Trans. Computers 71(1): 81-91 (2022) - [j86]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): 1021-1034 (2022) - [j85]Xiaofeng Gao, Shenwei Chen, Guihai Chen:
MAB-Based Reinforced Worker Selection Framework for Budgeted Spatial Crowdsensing. IEEE Trans. Knowl. Data Eng. 34(3): 1303-1316 (2022) - [j84]Zuowu Zheng, Xiaofeng Gao, Xiao Ma, Guihai Chen:
Predicting Hot Events in the Early Period through Bayesian Model for Social Networks. IEEE Trans. Knowl. Data Eng. 34(3): 1390-1403 (2022) - [j83]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): 2497-2511 (2022) - [j82]Xiaofeng Gao, Jiahao Fan, Fan Wu, Guihai Chen:
Cooperative Sweep Coverage Problem With Mobile Sensors. IEEE Trans. Mob. Comput. 21(2): 480-494 (2022) - [j81]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): 2088-2102 (2022) - [j80]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): 847-859 (2022) - [j79]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): 1652-1664 (2022) - [c172]Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen:
Cross-Task Knowledge Distillation in Multi-Task Recommendation. AAAI 2022: 4318-4326 - [c171]Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen:
Incremental SDN Deployment to Achieve Load Balance in ISP Networks. AAIM 2022: 278-290 - [c170]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: 280-295 - [c169]Jiadong Chen, Xiaofeng Gao, Guihai Chen:
ELA: A Time-Series Forecasting Model for Liner Shipping Based on EMD-LSTM and Attention. CSoNet 2022: 69-80 - [c168]Haolin Zhou, Qingmin Liu, Xiaofeng Gao, Guihai Chen:
MDKE: Multi-level Disentangled Knowledge-Based Embedding for Recommender Systems. DASFAA (2) 2022: 3-18 - [c167]Jiale Zhang, Haozhen Lu, Xiaofeng Gao, Ailun Song, Guihai Chen:
TROP: Task Ranking Optimization Problem on Crowdsourcing Service Platform. DASFAA (1) 2022: 552-559 - [c166]Yuanning Gao, Xiaofeng Gao, Guihai Chen:
MetisRL: A Reinforcement Learning Approach for Dynamic Routing in Data Center Networks. DASFAA (2) 2022: 615-622 - [c165]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: 706-713 - [c164]Jiadong Chen, Hua Ke, Haijian Mo, Xiaofeng Gao, Guihai Chen:
CAKE: A Context-Aware Knowledge Embedding Model of Knowledge Graph. DEXA (1) 2022: 48-62 - [c163]Zhiyao Li, Xiaofeng Gao, Guihai Chen:
Deep Active Learning Framework for Crowdsourcing-Enhanced Image Classification and Segmentation. DEXA (1) 2022: 153-166 - [c162]Shuodian Yu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen:
KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity Prediction. DEXA (1) 2022: 248-255 - [c161]Jiadong Chen, Xueyan Li, Xiaofeng Gao, Guihai Chen:
Intelligent Air Traffic Management System Based on Knowledge Graph. DEXA (2) 2022: 277-283 - [c160]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: 803-812 - [c159]Dejun Kong, Xiaofeng Gao, Guihai Chen:
Collection Tree for Wireless Coverage Problem in Mobile Crowdsensing. IMCOM 2022: 1-7 - [c158]Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen:
LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. ICWS 2022: 160-169 - [c157]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: 2355-2361 - [c156]Zhiyao Li, Jiale Zhang, Xiaofeng Gao, Guihai Chen:
Maximum Profit Routing for Mobile Crowdsensing. IPSN 2022: 441-450 - [c155]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: 20-37 - [c154]Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen:
HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction. SIGIR 2022: 322-331 - [i16]Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen:
Cross-Task Knowledge Distillation in Multi-Task Recommendation. CoRR abs/2202.09852 (2022) - [i15]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 abs/2204.11752 (2022) - [i14]Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen:
HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction. CoRR abs/2206.00510 (2022) - [i13]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 abs/2210.15154 (2022) - 2021
- [j78]Xiaofeng Gao:
Preface: special issue on the annual international conference on combinatorial optimization and applications (COCOA). J. Comb. Optim. 42(3): 339 (2021) - [j77]Zhiyao Li, Bosen Cheng, Xiaofeng Gao, Huai Chen, Guihai Chen:
A unified task recommendation strategy for realistic mobile crowdsourcing system. Theor. Comput. Sci. 857: 43-58 (2021) - [j76]Guanhao Wu, Xiaofeng Gao, Ge Yan, Guihai Chen:
Parallel Greedy Algorithm to Multiple Influence Maximization in Social Network. ACM Trans. Knowl. Discov. Data 15(3): 43:1-43:21 (2021) - [j75]Xiaofeng Gao, Wenyi Xu, Mingding Liao, Guihai Chen:
Trust Prediction for Online Social Networks with Integrated Time-Aware Similarity. ACM Trans. Knowl. Discov. Data 15(6): 95:1-95:30 (2021) - [j74]Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen:
ERATO: Trading Noisy Aggregate Statistics over Private Correlated Data. IEEE Trans. Knowl. Data Eng. 33(3): 975-990 (2021) - [j73]Xiaofeng Gao, Zuowu Zheng, Quanquan Chu, Shaojie Tang, Guihai Chen, Qianni Deng:
Popularity Prediction for Single Tweet Based on Heterogeneous Bass Model. IEEE Trans. Knowl. Data Eng. 33(5): 2165-2178 (2021) - [j72]Xiaofeng Gao, Haowei Huang, Chenlin Liu, Fan Wu, Guihai Chen:
Quality Inference Based Task Assignment in Mobile Crowdsensing. IEEE Trans. Knowl. Data Eng. 33(10): 3410-3423 (2021) - [j71]Zhongpu Chen, Bin Yao, Zhi-Jie Wang, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo:
Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Trans. Knowl. Data Eng. 33(12): 3701-3715 (2021) - [j70]Shahzad Sarwar Bhatti, Jiahao Fan, Kangrui Wang, Xiaofeng Gao, Fan Wu, Guihai Chen:
An Approximation Algorithm for Bounded Task Assignment Problem in Spatial Crowdsourcing. IEEE Trans. Mob. Comput. 20(8): 2536-2549 (2021) - [j69]Guanhao Wu, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen:
Achieving Fast Loop-Free Updates With Ingress Port in Software-Defined Networks. IEEE/ACM Trans. Netw. 29(4): 1527-1539 (2021) - [c153]Qitian Wu, Chenxiao Yang, Shuodian Yu, Xiaofeng Gao, Guihai Chen:
Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders. CIKM 2021: 2160-2169 - [c152]Haoyu Geng, Shuodian Yu, Xiaofeng Gao:
Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. DASFAA (3) 2021: 3-19 - [c151]Guangben Lu, Ziheng Zhao, Xiaofeng Gao, Guihai Chen:
SRecGAN: Pairwise Adversarial Training for Sequential Recommendation. DASFAA (3) 2021: 20-35 - [c150]Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Xiang Li, Guihai Chen:
GCAN: A Group-Wise Collaborative Adversarial Networks for Item Recommendation. DASFAA (3) 2021: 330-338 - [c149]Yucen Gao, Yuanning Gao, Yuhao Li, Xiaofeng Gao, Xiang Li, Guihai Chen:
An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform. DASFAA (1) 2021: 609-624 - [c148]Chao Wang, Yiming Liu, Xiaofeng Gao, Guihai Chen:
A Reinforcement Learning Model for Influence Maximization in Social Networks. DASFAA (2) 2021: 701-709 - [c147]Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Junchi Yan, Hongyuan Zha:
Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach. ICML 2021: 11329-11339 - [c146]Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen:
Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. ICSOC 2021: 431-445 - [c145]Xinyi Zhou, Xiaofeng Gao:
An Attention-Based Forecasting Network for Intelligent Services in Manufacturing. ICSOC 2021: 900-914 - [c144]Wenyi Xu, Xiaofeng Gao, Yin Sheng, Guihai Chen:
Recommendation System with Reasoning Path Based on DQN and Knowledge Graph. IMCOM 2021: 1-8 - [c143]Chenxiao Yang, Jiale Zhang, Xiaofeng Gao, Guihai Chen:
MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation. ICWS 2021: 145-154 - [c142]Xiuqi Huang, Yuanning Gao, Xiaofeng Gao, Guihai Chen:
NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query. ICWS 2021: 198-207 - [c141]Yue Ma, Runbo Ni, Xiaofeng Gao, Guihai Chen:
Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing. ICWS 2021: 293-302 - [c140]Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Yanrong Kang, Guihai Chen:
FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation. SIGIR 2021: 1177-1186 - [i12]Runbo Ni, Xueyan Li, Fangqi Li, Xiaofeng Gao, Guihai Chen:
FastCover: An Unsupervised Learning Framework for Multi-Hop Influence Maximization in Social Networks. CoRR abs/2111.00463 (2021) - 2020
- [j68]Akbar Majidi, Nazila Jahanbakhsh, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen:
DC-ECN: A machine-learning based dynamic threshold control scheme for ECN marking in DCN. Comput. Commun. 150: 334-345 (2020)