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2025

Towards Personalized Federated Multi-Scenario Multi-Task RecommendationYue Ding 0001, Yanbiao Ji, Xun Cai, Xin Xin 0003, Yuxiang Lu, Suizhi Huang, Chang Liu 0078, Xiaofeng Gao 0001, Tsuyoshi Murata, Hongtao Lu. wsdm 2025: 429-438 [doi]

Building Robust and Trustworthy HGNN Models: A Learnable Threshold Approach for Node ClassificationLi Ma 0012, Yongchao Liu, Xiaofeng Gao 0001, Peng Zhang 0001, Chuntao Hong. tkdd, 19(2), February 2025. [doi]

Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload PredictionMohan Gao, Kexin Xu, Xiaofeng Gao 0001, Tengwei Cai, Haoyuan Ge. AAAI 2025: 11681-11689 [doi]

RL with Balanced Reward and Masking Mechanism for Multi-NUMA Virtual Machine SchedulingYucen Gao, Yunlong Cheng, Chan Tin Ping, Xiaofeng Gao 0001, Guihai Chen. icuimc 2025: 1-6 [doi]

A Dual-Embedding Based Reinforcement Learning Scheme for Task Assignment Problem in Spatial CrowdsourcingYucen Gao, Dejun Kong, Haipeng Dai, Xiaofeng Gao 0001, Jiaqi Zheng 0001, Fan Wu 0006, Guihai Chen. www, 28(1):13, January 2025. [doi]

MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal ProjectionBokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, Tianqi Hou, Xiaofeng Gao 0001, Hao Zhang, Zhijie Deng. iclr 2025: [doi]

Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM SchedulingChan Tin Ping, Yunlong Cheng, Yizhan Zhu, Xiaofeng Gao 0001, Guihai Chen. infocom 2025: 1-10 [doi]

Enhancing Masked Time-Series Modeling via Dropping PatchesTianyu Qiu, Yi Xie 0003, Hao Niu, Yun Xiong, Xiaofeng Gao 0001. AAAI 2025: 20077-20085 [doi]

Timely Watchers: Cost-Effective Schedule for Urban Sensor PatrolsJiale Zhang, Yang Luo, Yunlong Cheng, Leixia Wang, Xiaofeng Gao 0001, Xiaochun Yang 0001, Guihai Chen. wasa 2025: 418-430 [doi]

2024

Learning to Configure Converters in Hybrid Switching Data Center NetworksJiaqi Zheng 0001, Zhuoxuan Du, Zhenqing Zha, Zixuan Yang, Xiaofeng Gao 0001, Guihai Chen. ton, 32(1):520-534, February 2024. [doi]

Nous: Drop-Freeness and Duplicate-Freeness for Consistent Updating in SDN Multicast RoutingXiaofeng Gao 0001, Akbar Majidi, Yucen Gao, Guanhao Wu, Nazila Jahanbakhsh, Linghe Kong, Guihai Chen. ton, 32(5):3685-3698, October 2024. [doi]

Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological AssistanceYi Xie 0003, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao 0001, Chao Chen 0004, Qiang Wang, Haihong Li. kdd 2024: 6037-6048 [doi]

Mixture of Link Predictors on GraphsLi Ma 0012, Haoyu Han 0001, Juanhui Li, Harry Shomer, Hui Liu 0031, Xiaofeng Gao 0001, Jiliang Tang. nips 2024: [doi]

FEDGE: An Interference-Aware QoS Prediction Framework for Black-Box Scenario in IaaS Clouds with Domain GeneralizationYunlong Cheng, Xiuqi Huang, Zifeng Liu, Jiadong Chen, Xiaofeng Gao 0001, Zhen Fang, Yongqiang Yang. ipps 2024: 128-138 [doi]

Spherical Projection Based Clustering Algorithm for Cooperative Sweep Coverage in CrowdsourcingYucen Gao, Xikai Wei, Hui Gao, Qun Li 0001, Xiaofeng Gao 0001, Guihai Chen. icws 2024: 1266-1272 [doi]

A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social NetworkYucen Gao, Wei Liu, Jianxiong Guo, Xiaofeng Gao 0001, Guihai Chen. sigir 2024: 1670-1679 [doi]

Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road NetworkYucen Gao, Zhehao Zhu, Mingqian Ma, Fei Gao, Hui Gao, Yangguang Shi, Xiaofeng Gao 0001. kdd 2024: 863-871 [doi]

Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road NetworkYucen Gao, Li Ma, Zhemeng Yu, Songjian Zhang, Jun Fang, Xiaofeng Gao 0001, Guihai Chen. WWW 2024: 302-310 [doi]

MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events ForecastingZehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao 0001, Philip S. Yu. CIKM 2024: 685-694 [doi]

A new similarity in clustering through users' interest and social relationshipJianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao 0001. TCS, 1019:114833, 2024. [doi]

Corruption Robust Dynamic Pricing in Liner Shipping under Capacity ConstraintYongyi Hu, Xueyan Li, Xikai Wei, Yangguang Shi, Xiaofeng Gao 0001, Guihai Chen. icde 2024: 5035-5047 [doi]

DITune: A Reinforcement Learning Based Framework for Automated Database Index SelectionXiuqi Huang, Xiaofeng Gao 0001, Guihai Chen. icuimc 2024: 1-8 [doi]

Pareto-based Multi-Objective Recommender System with Forgetting CurveJipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao 0001, Xiongwen Yang, Lei Xiao, Jie Jiang 0015. CIKM 2024: 4603-4611 [doi]

Weather-Conditioned Multi-graph Network for Ride-Hailing Demand ForecastingMengjin Liu, Yuxin Zuo, Yang Luo, Daiqiang Wu, Peng Zhen, Jiecheng Guo, Xiaofeng Gao 0001. icsoc 2025: 341-356 [doi]

Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload PredictionYang Luo, Mohan Gao, Zhemeng Yu, Haoyuan Ge, Xiaofeng Gao 0001, Tengwei Cai, Guihai Chen. kdd 2024: 5521-5531 [doi]

Crowdsourcing Task Assignment with Category and Mobile Combined Preference LearningYue Ma, Xiaofeng Gao 0001, Guihai Chen. icsoc 2025: 69-84 [doi]

Clustering Based Priority Queue Algorithm for Spatial Task Assignment in CrowdsourcingYue Ma, Xiaofeng Gao 0001, Shahzad Sarwar Bhatti, Guihai Chen. tsc, 17(2):452-465, March - April 2024. [doi]

Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDanceYixin Wu, Xiuqi Huang, Wei Zhongjia, Hang Cheng, Chaohui Xin, Zuzhi Chen, Binbin Chen, Yufei Wu, Hao Wang, Tieying Zhang, Rui Shi, Xiaofeng Gao 0001, Yuming Liang, Pengwei Zhao, Guihai Chen. pvldb, 17(12):3759-3771, August 2024. [doi]

MetaSTC: A Backbone Agnostic Spatio-Temporal Framework for Traffic ForecastingKexin Xu, Zhemeng Yu, Yucen Gao, Songjian Zhang, Jun Fang, Xiaofeng Gao 0001, Guihai Chen. icdm 2024: 899-904 [doi]

Encoder-Decoder Based Route Generation Model for Flexible Travel RecommendationJiale Zhang, Mingqian Ma, Xiaofeng Gao 0001, Guihai Chen. tsc, 17(3):905-920, May - June 2024. [doi]

DeepMIN: Deep Multi-modal Interest Network with Cognitive Learning ModulesZhaoxiang Zhang, Zhiheng Li, Jipeng Jin, Xiaofeng Gao 0001, Xiongwen Yang, Bo Zhang, Lei Xiao. dasfaa 2025: 212-227 [doi]

An Online Fairness-Aware Task Planning Approach for Spatial CrowdsourcingJiale Zhang, Tianxiang Jiang, Xiaofeng Gao 0001, Guihai Chen. tmc, 23(1):150-163, January 2024. [doi]

REDI: Recurrent Diffusion Model for Probabilistic Time Series ForecastingShiyang Zhou, Zehao Gu, Yun Xiong, Yang Luo, Qiang Wang, Xiaofeng Gao 0001. CIKM 2024: 3505-3514 [doi]

Temporal Interest Network for User Response PredictionHaolin Zhou, Junwei Pan, Xinyi Zhou 0006, Xihua Chen, Jie Jiang, Xiaofeng Gao 0001, Guihai Chen. WWW 2024: 413-422 [doi]

2023

Cross-Platform Event Popularity Analysis via Dynamic Time Warping and Neural PredictionXiaofeng Gao 0001, Wenyi Xu, Zixuan Zhang, Yan Tang, Guihai Chen. tkde, 35(2):1337-1350, 2023. [doi]

SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt ParadigmXinyi Zhou 0006, Jipeng Jin, Li Ma, Xiaofeng Gao 0001, Jianbo Yang, Xiongwen Yang, Lei Xiao. icdm 2023: 888-897 [doi]

IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale SystemsJiadong Chen, Yang Luo, Xiuqi Huang, Fuxin Jiang, Yangguang Shi, Tieying Zhang, Xiaofeng Gao 0001. kdd 2023: 202-212 [doi]

An Adaptive Data-Driven Imputation Model for Incomplete Event SeriesJiadong Chen, Hengyu Ye, Xiaofeng Gao 0001, Fan Wu 0006, Linghe Kong, Guihai Chen. adma 2023: 3-18 [doi]

Optimizing incremental SDN upgrades for load balancing in ISP networksYunlong Cheng, Hao Zhou, Xiaofeng Gao 0001, Jiaqi Zheng, Guihai Chen. TCS, 962:113927, June 2023. [doi]

Online Shipping Container Pricing Strategy Achieving Vanishing Regret with Limited InventoryYucen Gao, Xikai Wei, Xi-jing, Yangguang Shi, Xiaofeng Gao 0001, Guihai Chen. icde 2023: 1719-1731 [doi]

DBAugur: An Adversarial-based Trend Forecasting System for Diversified WorkloadsYuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao 0001, Guoliang Li 0001, Guihai Chen. icde 2023: 27-39 [doi]

Algorithms for Shortest Path Tour Problem in Large-Scale Road NetworkYucen Gao, Mingqian Ma, Jiale Zhang, Songjian Zhang, Jun Fang, Xiaofeng Gao 0001, Guihai Chen. cocoon 2024: 340-352 [doi]

SACA: An End-to-End Method for Dispatching, Routing, and Pricing of Online Bus-BookingYucen Gao, YuLong Song, Xikai Wei, Xiaofeng Gao 0001, Guihai Chen. dasfaa 2023: 303-313 [doi]

Graph Clustering Through Users' Properties and Social InfluenceJianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao 0001. cocoa 2024: 403-415 [doi]

An Adaptive Metadata Management Scheme Based on Deep Reinforcement Learning for Large-Scale Distributed File SystemsXiuqi Huang, Yuanning Gao, Xinyi Zhou 0006, Xiaofeng Gao 0001, Guihai Chen. ton, 31(6):2840-2853, December 2023. [doi]

Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level RepresentationJipeng Jin, Guangben Lu, Sijia Li, Xiaofeng Gao 0001, Ao Tan, Lifeng Wang. icde 2023: 3440-3452 [doi]

An Approximation for Job Scheduling on Cloud with Synchronization and Slowdown ConstraintsDejun Kong, Zhongrui Zhang, Yangguang Shi, Xiaofeng Gao 0001. infocom 2023: 1-10 [doi]

DeepDLP: Deep Reinforcement Learning based Framework for Dynamic Liner Trade PricingXueyan Li, Yongyi Hu, Yumeng Bai, Xiaofeng Gao 0001, Guihai Chen. icuimc 2023: 1-8 [doi]

An Approximation for Routing Planning, Mobile Charging, and Energy Sharing for Sensing DevicesZifeng Liu, Dejun Kong, Yucen Gao, Haipeng Dai, Xiaofeng Gao 0001, Tian He 0001. icws 2023: 138-144 [doi]

Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event PredictionYang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao 0001. icdm 2023: 468-477 [doi]

Fused User Preference Learning for Task Assignment in Mobile CrowdsourcingYue Ma, Li Ma 0012, Xiaofeng Gao 0001, Guihai Chen. icsoc 2023: 227-241 [doi]

ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature EvolutionLi Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao 0001, Jianxiong Guo, Guihai Chen. icws 2023: 105-111 [doi]

MiFi: Bounded Update to Optimize Network Performance in Software-Defined Data CentersAkbar Majidi, Xiaofeng Gao 0001, Shunjia Zhu, Nazila Jahanbakhsh, Jiaqi Zheng, Guihai Chen. ton, 31(1):322-335, February 2023. [doi]

Alioth: A Machine Learning Based Interference-Aware Performance Monitor for Multi-Tenancy Applications in Public CloudTianyao Shi, Yingxuan Yang, Yunlong Cheng, Xiaofeng Gao 0001, Zhen Fang, Yongqiang Yang. ipps 2023: 908-917 [doi]

Interactive Activities Initiation through Retrieving Hidden Social Information NetworksYuLong Song, Bin Fu, Jianxiong Guo, Xiaofeng Gao 0001. icdm 2023: 538-547 [doi]

Curriculum Multi-Level Learning for Imbalanced Live-Stream RecommendationShuodian Yu, Junqi Jin, Li Ma, Xiaofeng Gao 0001, Xiaopeng Wu, Haiyang Xu, Jian Xu 0015. IJCAI 2023: 2406-2414 [doi]

Attentive Hawkes Process Application for Sequential RecommendationShuodian Yu, Li Ma, Xiaofeng Gao 0001, Jianxiong Guo, Guihai Chen. dasfaa 2023: 473-488 [doi]

Multi-Candidate Carpooling Routing Problem and Its Approximation AlgorithmsJiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao 0001, Guihai Chen. cocoa 2024: 380-391 [doi]

RBNets: A Reinforcement Learning Approach for Learning Bayesian Network StructureZuowu Zheng, Chao Wang, Xiaofeng Gao 0001, Guihai Chen. pkdd 2023: 193-208 [doi]

2022

Intelligent Air Traffic Management System Based on Knowledge GraphJiadong Chen, Xueyan Li, Xiaofeng Gao 0001, Guihai Chen. DEXA 2022: 277-283 [doi]

CAKE: A Context-Aware Knowledge Embedding Model of Knowledge GraphJiadong Chen, Hua Ke, Haijian Mo, Xiaofeng Gao 0001, Guihai Chen. DEXA 2022: 48-62 [doi]

ELA: A Time-Series Forecasting Model for Liner Shipping Based on EMD-LSTM and AttentionJiadong Chen, Xiaofeng Gao 0001, Guihai Chen. csonet 2023: 69-80 [doi]

Incremental SDN Deployment to Achieve Load Balance in ISP NetworksYunlong Cheng, Hao Zhou, Xiaofeng Gao 0001, Jiaqi Zheng, Guihai Chen. AAIM 2022: 278-290 [doi]

DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial CrowdsourcingYucen Gao, Dejun Kong, Haipeng Dai, Xiaofeng Gao 0001, Jiaqi Zheng, Fan Wu 0006, Guihai Chen. apweb 2023: 280-295 [doi]

LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-ServiceXiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao 0001, Guihai Chen. icws 2022: 160-169 [doi]

Deep Active Learning Framework for Crowdsourcing-Enhanced Image Classification and SegmentationZhiyao Li, Xiaofeng Gao 0001, Guihai Chen. DEXA 2022: 153-166 [doi]

Two-Hop Relay Deployment Based on User Trajectory in Wireless NetworksZhiyao Li, Siru Ouyang, Xiaofeng Gao 0001, Guihai Chen. cj, 65(12):3106-3122, 2022. [doi]

Maximum Profit Routing for Mobile CrowdsensingZhiyao Li, Jiale Zhang, Xiaofeng Gao 0001, Guihai Chen. ipsn 2022: 441-450 [doi]

Friends-Based Crowdsourcing: Algorithms For Task Dissemination Over Social GroupsZhiyao Li, Wei Liu, Xiaofeng Gao 0001, Guihai Chen. cj, 65(10):2615-2630, 2022. [doi]

Which is better? A modularized evaluation for topic popularity predictionJiacheng Luo, Wenyi Xu, Xiaofeng Gao 0001, Guihai Chen. kais, 64(11):3043-3080, 2022. [doi]

Approximation Designs for Energy Harvesting Relay Deployment in Wireless Sensor NetworksYi Wang, Yi-Xue Liu, Shunjia Zhu, Xiaofeng Gao 0001, Chen Tian 0001. jcst, 37(4):779-796, 2022. [doi]

Cross-Task Knowledge Distillation in Multi-Task RecommendationChenxiao Yang, Junwei Pan, Xiaofeng Gao 0001, Tingyu Jiang, Dapeng Liu, Guihai Chen. AAAI 2022: 4318-4326 [doi]

Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering ApproachChenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao 0001, Junwei Pan, Guihai Chen. IJCAI 2022: 2355-2361 [doi]

KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity PredictionShuodian Yu, Jianxiong Guo, Xiaofeng Gao 0001, Guihai Chen. DEXA 2022: 248-255 [doi]

HIEN: Hierarchical Intention Embedding Network for Click-Through Rate PredictionZuowu Zheng, Changwang Zhang, Xiaofeng Gao 0001, Guihai Chen. sigir 2022: 322-331 [doi]

AutoAttention: Automatic Field Pair Selection for Attention in User Behavior ModelingZuowu Zheng, Xiaofeng Gao 0001, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang. icdm 2022: 803-812 [doi]

Multi-Objective Actor-Critics for Real-Time Bidding in Display AdvertisingHaolin Zhou, Chaoqi Yang, Xiaofeng Gao 0001, Qiong Chen, Gongshen Liu, Guihai Chen. pkdd 2023: 20-37 [doi]

2011

Efficient Impairment-Constrained 3R Regenerator Placement for Light-Trees in Optical NetworksYi Zhu 0005, Xiaofeng Gao 0001, Weili Wu 0001, Jason P. Jue. jocnet, 3(4):359-371, 2011. [doi]

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