| 2026 | AAAI | ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting. | Jiaqi Xue, Hongji Dong, Yucen Gao, Xiaofeng Gao, Guihai Chen |
| 2026 | DASFAA | ZTune: Model-Assisted Reinforcement Learning for Executor Tuning on Ad Hoc Spark SQL Query. | Dejun Kong, Xiuqi Huang, Xiaofeng Gao |
| 2026 | DASFAA | PAPT: Periodic-Aware Transformer with Polynomial Trend Fitting for General Time Series Forecasting. | Xiuyuan Wei, Jiadong Chen, Yuchen Fang, Yinbo Sun, Xiaofeng Gao, Lintao Ma, Guihai Chen |
| 2026 | DASFAA | Disentangled Parameter-Efficient Linear Model for Long-Term Time Series Forecasting. | Yuang Zhao, Tianyu Li, Jiadong Chen, Shenrong Ye, Fuxin Jiang, Xiaofeng Gao |
| 2026 | ICDE | When Complex Event Recognition Meets Cloud-Native Architectures. | Shizhe Liu, Haipeng Dai, Meng Li, Yuemeng Zhang, Shaoxu Song, Zhifeng Bao, Hancheng Wang, Xiaofeng Gao, Guihai Chen |
| 2026 | WWW | Macro-Micro Collaborative Learning for Logical Data Center Microservice Indicators Forecasting. | Mohan Gao, Zhemeng Yu, Yang Luo, Lintao Ma, Yinbo Sun, Yuchen Fang, Xiaofeng Gao |
| 2026 | SIGIR | Cross-Domain Interest Representation Learning for Scenario- and Task-Aware Recommendation. | Bokai Lin, Naijun Gao, Yucen Gao, Heng Chang, Cheng Hu, Zhinan Zhang, Xiaofeng Gao |
| 2026 | WACV | START: Spatial and Textual Learning for Chart Understanding. | Zhuoming Liu, Xiaofeng Gao, Feiyang Niu, Qiaozi Gao, Liu Liu, Robinson Piramuthu |
| 2026 | SIGCOMM | Balanced Sparse Tree: A Scalable Network Topology for Large Language Models. | Shaoteng Liu, Dejun Kong, Huitian Wang, Hongji Dong, Xiangyu Chen, Yi Zhang, Xiaotian Zhou, Peng Dong, Rui Meng, Fuguang Huang, Xia Zhu, Xiaofeng Gao, Bingyang Liu, Guihai Chen |
| 2026 | WSDM | Decoupling User Features for User Cold-Start App Recommendation: Static Attributes versus Behavioral Sequences. | Bin Chen, Yu Kang, Li Ma, Yue Ding, Xiaofeng Gao |
| 2026 | SECON | TorBinPack: Topology-Aware Online Scheduler for Minimizing Congestion in AI Superclusters. | Rmi Lei Chen, Yuang Zhao, Tin Ping Chan, Yinuo Li, Wen Peng, Xiaofeng Gao, Guihai Chen |
| 2025 | AAAI | Spatial-Temporal Heterogenous Graph Contrastive Learning for Microservice Workload Prediction. | Mohan Gao, Kexin Xu, Xiaofeng Gao, Tengwei Cai, Haoyuan Ge |
| 2025 | AAAI | Enhancing Masked Time-Series Modeling via Dropping Patches. | Tianyu Qiu, Yi Xie, Hao Niu, Yun Xiong, Xiaofeng Gao |
| 2025 | CLUSTER | TRACE: A Targeted Recommender for VM Assignment in Cloud Environment. | Hongji Dong, Yunlong Cheng, Tin Ping Chan, Xiaofeng Gao, Guihai Chen |
| 2025 | DASFAA | Predicting Enterprise Users' Consuming Potential for Cloud Services. | Yunlong Cheng, Tianyao Shi, Xiuyuan Wei, Yulong Song, Xiaofeng Gao, Zhipeng Bian, Zhenli Sheng |
| 2025 | DASFAA | CloudChurn: Optimizing Enterprise Customer Churn Prediction in Cloud Services for Huawei Cloud. | Hengyu Ye, Yulong Song, Zhipeng Bian, Xiaofeng Gao, Guihai Chen, Xin Jin, Zhenli Sheng |
| 2025 | DASFAA | CausalScaler: A Causality-Driven Autoscaling Framework for the Cloud. | Zhemeng Yu, Yang Luo, Yucen Gao, Yinbo Sun, Xiaofeng Gao, Lintao Ma, Guihai Chen |
| 2025 | ICLR | T2V-Turbo-v2: Enhancing Video Model Post-Training through Data, Reward, and Conditional Guidance Design. | Jiachen Li, Qian Long, Jian Zheng, Xiaofeng Gao, Robinson Piramuthu, Wenhu Chen, William Yang Wang |
| 2025 | ICLR | MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection. | Bokai Lin, Zihao Zeng, Zipeng Xiao, Siqi Kou, TianQi Hou, Xiaofeng Gao, Hao Zhang, Zhijie Deng |
| 2025 | INFOCOM | Symmetry-Preserving Architecture for Multi-NUMA Environments (SPANE): A Deep Reinforcement Learning Approach for Dynamic VM Scheduling. | Chan Tin Ping, Yunlong Cheng, Yizhan Zhu, Xiaofeng Gao, Guihai Chen |
| 2025 | ICSOC | DeepQUBO: Quantum-Optimized Route Planning for Carpooling Service. | Zifeng Liu, Yuzhuo Zhao, Xiaofeng Gao, Kun Tian |
| 2025 | WSDM | Towards Personalized Federated Multi-Scenario Multi-Task Recommendation. | Yue Ding, Yanbiao Ji, Xun Cai, Xin Xin, Yuxiang Lu, Suizhi Huang, Chang Liu, Xiaofeng Gao, Tsuyoshi Murata, Hongtao Lu |
| 2025 | USENIX | Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models. | Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen |
| 2024 | CIKM | MSTEM: Masked Spatiotemporal Event Series Modeling for Urban Undisciplined Events Forecasting. | Zehao Gu, Shiyang Zhou, Yun Xiong, Yang Luo, Hongrun Ren, Qiang Wang, Xiaofeng Gao, Philip S. Yu |
| 2024 | CIKM | Pareto-based Multi-Objective Recommender System with Forgetting Curve. | Jipeng Jin, Zhaoxiang Zhang, Zhiheng Li, Xiaofeng Gao, Xiongwen Yang, Lei Xiao, Jie Jiang |
| 2024 | CIKM | REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting. | Shiyang Zhou, Zehao Gu, Yun Xiong, Yang Luo, Qiang Wang, Xiaofeng Gao |
| 2024 | CVPR | Groundhog Grounding Large Language Models to Holistic Segmentation. | Yichi Zhang, Ziqiao Ma, Xiaofeng Gao, Suhaila Shakiah, Qiaozi Gao, Joyce Chai |
| 2024 | DASFAA | DeepMIN: Deep Multi-modal Interest Network with Cognitive Learning Modules. | Zhaoxiang Zhang, Zhiheng Li, Jipeng Jin, Xiaofeng Gao, Xiongwen Yang, Bo Zhang, Lei Xiao |
| 2024 | ICDE | Corruption Robust Dynamic Pricing in Liner Shipping under Capacity Constraint. | Yongyi Hu, Xueyan Li, Xikai Wei, Yangguang Shi, Xiaofeng Gao, Guihai Chen |
| 2024 | ICDM | MetaSTC: A Backbone Agnostic Spatio-Temporal Framework for Traffic Forecasting. | Kexin Xu, Zhemeng Yu, Yucen Gao, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen |
| 2024 | ICML | Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning. | Jiachen Li, Qiaozi Gao, Michael Johnston, Xiaofeng Gao, Xuehai He, Hangjie Shi, Suhaila Shakiah, Reza Ghanadan, William Yang Wang |
| 2024 | ICSOC | Weather-Conditioned Multi-graph Network for Ride-Hailing Demand Forecasting. | Mengjin Liu, Yuxin Zuo, Yang Luo, Daiqiang Wu, Peng Zhen, Jiecheng Guo, Xiaofeng Gao |
| 2024 | ICSOC | Crowdsourcing Task Assignment with Category and Mobile Combined Preference Learning. | Yue Ma, Xiaofeng Gao, Guihai Chen |
| 2024 | ICWS | Spherical Projection Based Clustering Algorithm for Cooperative Sweep Coverage in Crowdsourcing. | Yucen Gao, Xikai Wei, Hui Gao, Qun Li, Xiaofeng Gao, Guihai Chen |
| 2024 | KDD | Weather Knows What Will Occur: Urban Public Nuisance Events Prediction and Control with Meteorological Assistance. | Yi Xie, Tianyu Qiu, Yun Xiong, Xiuqi Huang, Xiaofeng Gao, Chao Chen, Qiang Wang, Haihong Li |
| 2024 | KDD | Online Preference Weight Estimation Algorithm with Vanishing Regret for Car-Hailing in Road Network. | Yucen Gao, Zhehao Zhu, Mingqian Ma, Fei Gao, Hui Gao, Yangguang Shi, Xiaofeng Gao |
| 2024 | KDD | Integrating System State into Spatio Temporal Graph Neural Network for Microservice Workload Prediction. | Yang Luo, Mohan Gao, Zhemeng Yu, Haoyuan Ge, Xiaofeng Gao, Tengwei Cai, Guihai Chen |
| 2024 | WWW | Lightweight GCN Encoder and Sequential Decoder for Multi-Candidate Carpooling Route Planning in Road Network. | Yucen Gao, Li Ma, Zhemeng Yu, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen |
| 2024 | WWW | Temporal Interest Network for User Response Prediction. | Haolin Zhou, Junwei Pan, Xinyi Zhou, Xihua Chen, Jie Jiang, Xiaofeng Gao, Guihai Chen |
| 2024 | SIGIR | A Dual-Embedding Based DQN for Worker Recruitment in Spatial Crowdsourcing with Social Network. | Yucen Gao, Wei Liu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen |
| 2023 | ADMA | An Adaptive Data-Driven Imputation Model for Incomplete Event Series. | Jiadong Chen, Hengyu Ye, Xiaofeng Gao, Fan Wu, Linghe Kong, Guihai Chen |
| 2023 | COCOA | Graph Clustering Through Users' Properties and Social Influence. | Jianxiong Guo, Zhehao Zhu, Yucen Gao, Xiaofeng Gao |
| 2023 | COCOA | Multi-Candidate Carpooling Routing Problem and Its Approximation Algorithms. | Jiale Zhang, Xiuqi Huang, Zifeng Liu, Xiaofeng Gao, Guihai Chen |
| 2023 | COCOON | Algorithms for Shortest Path Tour Problem in Large-Scale Road Network. | Yucen Gao, Mingqian Ma, Jiale Zhang, Songjian Zhang, Jun Fang, Xiaofeng Gao, Guihai Chen |
| 2023 | DASFAA | SACA: An End-to-End Method for Dispatching, Routing, and Pricing of Online Bus-Booking. | Yucen Gao, Yulong Song, Xikai Wei, Xiaofeng Gao, Guihai Chen |
| 2023 | DASFAA | Attentive Hawkes Process Application for Sequential Recommendation. | Shuodian Yu, Li Ma, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2023 | ICCV | ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes. | Ran Gong, Jiangyong Huang, Yizhou Zhao, Haoran Geng, Xiaofeng Gao, Qingyang Wu, Wensi Ai, Ziheng Zhou, Demetri Terzopoulos, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang |
| 2023 | ICDE | DBAugur: An Adversarial-based Trend Forecasting System for Diversified Workloads. | Yuanning Gao, Xiuqi Huang, Xuanhe Zhou, Xiaofeng Gao, Guoliang Li, Guihai Chen |
| 2023 | ICDE | Online Shipping Container Pricing Strategy Achieving Vanishing Regret with Limited Inventory. | Yucen Gao, Xikai Wei, Xi Jing, Yangguang Shi, Xiaofeng Gao, Guihai Chen |
| 2023 | ICDE | Automatic Fusion Network for Cold-start CVR Prediction with Explicit Multi-Level Representation. | Jipeng Jin, Guangben Lu, Sijia Li, Xiaofeng Gao, Ao Tan, Lifeng Wang |
| 2023 | ICDM | Meteorology-Assisted Spatio-Temporal Graph Network for Uncivilized Urban Event Prediction. | Yang Luo, Zehao Gu, Shiyang Zhou, Yun Xiong, Xiaofeng Gao |
| 2023 | ICDM | Interactive Activities Initiation through Retrieving Hidden Social Information Networks. | Yulong Song, Bin Fu, Jianxiong Guo, Xiaofeng Gao |
| 2023 | ICDM | SCRIPT: Sequential Cross-Meta-Information Recommendation in Pretrain and Prompt Paradigm. | Xinyi Zhou, Jipeng Jin, Li Ma, Xiaofeng Gao, Jianbo Yang, Xiongwen Yang, Lei Xiao |
| 2023 | IJCAI | Curriculum Multi-Level Learning for Imbalanced Live-Stream Recommendation. | Shuodian Yu, Junqi Jin, Li Ma, Xiaofeng Gao, Xiaopeng Wu, Haiyang Xu, Jian Xu |
| 2023 | INFOCOM | An Approximation for Job Scheduling on Cloud with Synchronization and Slowdown Constraints. | Dejun Kong, Zhongrui Zhang, Yangguang Shi, Xiaofeng Gao |
| 2023 | ICSOC | Fused User Preference Learning for Task Assignment in Mobile Crowdsourcing. | Yue Ma, Li Ma, Xiaofeng Gao, Guihai Chen |
| 2023 | ICWS | An Approximation for Routing Planning, Mobile Charging, and Energy Sharing for Sensing Devices. | Zifeng Liu, Dejun Kong, Yucen Gao, Haipeng Dai, Xiaofeng Gao, Tian He |
| 2023 | ICWS | ExpoEv: Enhancing Social Recommendation Service with Social Exposure and Feature Evolution. | Li Ma, Zuowu Zheng, Xiuqi Huang, Zhaoxiang Zhang, Xiaofeng Gao, Jianxiong Guo, Guihai Chen |
| 2023 | KDD | IPOC: An Adaptive Interval Prediction Model based on Online Chasing and Conformal Inference for Large-Scale Systems. | Jiadong Chen, Yang Luo, Xiuqi Huang, Fuxin Jiang, Yangguang Shi, Tieying Zhang, Xiaofeng Gao |
| 2022 | AAAI | Cross-Task Knowledge Distillation in Multi-Task Recommendation. | Chenxiao Yang, Junwei Pan, Xiaofeng Gao, Tingyu Jiang, Dapeng Liu, Guihai Chen |
| 2022 | AAIM | Incremental SDN Deployment to Achieve Load Balance in ISP Networks. | Yunlong Cheng, Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2022 | APWEB | DE-DQN: A Dual-Embedding Based Deep Q-Network for Task Assignment Problem in Spatial Crowdsourcing. | Yucen Gao, Dejun Kong, Haipeng Dai, Xiaofeng Gao, Jiaqi Zheng, Fan Wu, Guihai Chen |
| 2022 | DASFAA | MetisRL: A Reinforcement Learning Approach for Dynamic Routing in Data Center Networks. | Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2022 | DASFAA | TEALED: A Multi-Step Workload Forecasting Approach Using Time-Sensitive EMD and Auto LSTM Encoder-Decoder. | Xiuqi Huang, Yunlong Cheng, Xiaofeng Gao, Guihai Chen |
| 2022 | DASFAA | TROP: Task Ranking Optimization Problem on Crowdsourcing Service Platform. | Jiale Zhang, Haozhen Lu, Xiaofeng Gao, Ailun Song, Guihai Chen |
| 2022 | DASFAA | MDKE: Multi-level Disentangled Knowledge-Based Embedding for Recommender Systems. | Haolin Zhou, Qingmin Liu, Xiaofeng Gao, Guihai Chen |
| 2022 | DEXA | CAKE: A Context-Aware Knowledge Embedding Model of Knowledge Graph. | Jiadong Chen, Hua Ke, Haijian Mo, Xiaofeng Gao, Guihai Chen |
| 2022 | DEXA | Intelligent Air Traffic Management System Based on Knowledge Graph. | Jiadong Chen, Xueyan Li, Xiaofeng Gao, Guihai Chen |
| 2022 | DEXA | Deep Active Learning Framework for Crowdsourcing-Enhanced Image Classification and Segmentation. | Zhiyao Li, Xiaofeng Gao, Guihai Chen |
| 2022 | DEXA | KAPP: Knowledge-Aware Hierarchical Attention Network for Popularity Prediction. | Shuodian Yu, Jianxiong Guo, Xiaofeng Gao, Guihai Chen |
| 2022 | ICDM | AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling. | Zuowu Zheng, Xiaofeng Gao, Junwei Pan, Qi Luo, Guihai Chen, Dapeng Liu, Jie Jiang |
| 2022 | IJCAI | Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach. | Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen |
| 2022 | ICWS | LightPro: Lightweight Probabilistic Workload Prediction Framework for Database-as-a-Service. | Xiuqi Huang, Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2022 | SIGIR | HIEN: Hierarchical Intention Embedding Network for Click-Through Rate Prediction. | Zuowu Zheng, Changwang Zhang, Xiaofeng Gao, Guihai Chen |
| 2021 | CIKM | Seq2Bubbles: Region-Based Embedding Learning for User Behaviors in Sequential Recommenders. | Qitian Wu, Chenxiao Yang, Shuodian Yu, Xiaofeng Gao, Guihai Chen |
| 2021 | DASFAA | An Attention-Based Bi-GRU for Route Planning and Order Dispatch of Bus-Booking Platform. | Yucen Gao, Yuanning Gao, Yuhao Li, Xiaofeng Gao, Xiang Li, Guihai Chen |
| 2021 | DASFAA | Gated Sequential Recommendation System with Social and Textual Information Under Dynamic Contexts. | Haoyu Geng, Shuodian Yu, Xiaofeng Gao |
| 2021 | DASFAA | SRecGAN: Pairwise Adversarial Training for Sequential Recommendation. | Guangben Lu, Ziheng Zhao, Xiaofeng Gao, Guihai Chen |
| 2021 | DASFAA | GCAN: A Group-Wise Collaborative Adversarial Networks for Item Recommendation. | Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Xiang Li, Guihai Chen |
| 2021 | DASFAA | A Reinforcement Learning Model for Influence Maximization in Social Networks. | Chao Wang, Yiming Liu, Xiaofeng Gao, Guihai Chen |
| 2021 | ICML | Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach. | Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Junchi Yan, Hongyuan Zha |
| 2021 | ICSOC | Multiple Agents Reinforcement Learning Based Influence Maximization in Social Network Services. | Yiming Liu, Waichau Sze, Xiaofeng Gao, Guihai Chen |
| 2021 | ICSOC | An Attention-Based Forecasting Network for Intelligent Services in Manufacturing. | Xinyi Zhou, Xiaofeng Gao |
| 2021 | ICWS | NETR-Tree: An Efficient Framework for Social-Based Time-Aware Spatial Keyword Query. | Xiuqi Huang, Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2021 | ICWS | Mixed Priority Queue Scheduling Based on Spectral Clustering in Spatial Crowdsourcing. | Yue Ma, Runbo Ni, Xiaofeng Gao, Guihai Chen |
| 2021 | ICWS | MatTrip: Multi-functional Attention-based Neural Network for Semantic Travel Route Recommendation. | Chenxiao Yang, Jiale Zhang, Xiaofeng Gao, Guihai Chen |
| 2021 | SIGIR | FORM: Follow the Online Regularized Meta-Leader for Cold-Start Recommendation. | Xuehan Sun, Tianyao Shi, Xiaofeng Gao, Yanrong Kang, Guihai Chen |
| 2020 | DASFAA | SentiMem: Attentive Memory Networks for Sentiment Classification in User Review. | Xiaosong Jia, Qitian Wu, Xiaofeng Gao, Guihai Chen |
| 2020 | DEXA | KPML: A Novel Probabilistic Perspective Kernel Mahalanobis Distance Metric Learning Model for Semi-supervised Clustering. | Chao Wang, Yongyi Hu, Xiaofeng Gao, Guihai Chen |
| 2020 | GPC | Quality-Aware and Penalty-Sensitive Opportunistic Crowdsensing in Mobile Relay Networks. | Ailun Song, Jingguang Zhou, Xiaofeng Gao, Haotian Wang, Fan Wu, Guihai Chen |
| 2020 | GPC | Towards Fine-Grained Indoor White Space Sensing. | Fan Wu, Yunlong Xiang, Zhenzhe Zheng, Yuben Qu, Xiaofeng Gao, Linghe Kong, Guihai Chen, Biao Liu |
| 2020 | ICSOC | Adaptive Recollected RNN for Workload Forecasting in Database-as-a-Service. | Chenzhengyi Liu, Weibo Mao, Yuanning Gao, Xiaofeng Gao, Shifu Li, Guihai Chen |
| 2020 | ICWS | Affinitive Diversity-Aware Task Allocation in Spatial Crowdsourcing. | Shahzad Sarwar Bhatti, Yiding Chang, Xiaofeng Gao, Guihai Chen |
| 2020 | ICWS | FATP: Fairness-Aware Task Planning in Spatial Crowdsourcing. | Jing Lan, Yu Shao, Xiaofeng Gao, Guihai Chen |
| 2020 | ICWS | Leveraging Social Networks to Enhance Effective Coverage for Mobile Crowdsensing. | Wei Liu, Xiaofeng Gao |
| 2020 | ICWS | An Attention-based Neural Model for Popularity Prediction in Social Service. | Chao Wang, Weizhi Gong, Xiaofeng Gao, Guihai Chen |
| 2020 | RO-MAN | Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks. | Xiaofeng Gao, Ran Gong, Yizhou Zhao, Shu Wang, Tianmin Shu, Song-Chun Zhu |
| 2019 | CIKM | Reinforcement Learning with Sequential Information Clustering in Real-Time Bidding. | Junwei Lu, Chaoqi Yang, Xiaofeng Gao, Liubin Wang, Changcheng Li, Guihai Chen |
| 2019 | COCOA | PATRON: A Unified Pioneer-Assisted Task RecommendatiON Framework in Realistic Crowdsourcing System. | Yuchen Xia, Zhitian Xu, Xiaofeng Gao, Mo Chi, Guihai Chen |
| 2019 | DASFAA | AGREE: Attention-Based Tour Group Recommendation with Multi-modal Data. | Fang Hu, Xiuqi Huang, Xiaofeng Gao, Guihai Chen |
| 2019 | DASFAA | LearningTour: A Machine Learning Approach for Tour Recommendation Based on Users' Historical Travel Experience. | Zhaorui Li, Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2019 | DASFAA | Reinforced Reliable Worker Selection for Spatial Crowdsensing Networks. | Yang Wang, Junwei Lu, Jingxiao Chen, Xiaofeng Gao, Guihai Chen |
| 2019 | DASFAA | Real-Time Route Planning and Online Order Dispatch for Bus-Booking Platforms. | Hao Zhou, Yucen Gao, Xiaofeng Gao, Guihai Chen |
| 2019 | ICDCS | A Tight Lower Bound for Relaxed Loop-Free Updates in SDNs. | Hao Zhou, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2019 | ICDM | SENTI2POP: Sentiment-Aware Topic Popularity Prediction on Social Media. | Jinning Li, Yirui Gao, Xiaofeng Gao, Yan Shi, Guihai Chen |
| 2019 | ICPADS | Timed Data Plane Update in Data Center Network. | Yuxiang Liu, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2019 | ICPADS | Deep-RL: Deep Reinforcement Learning for Marking-Aware via per-Port in Data Centers. | Akbar Majidi, Xiaofeng Gao, Nazila Jahanbakhsh, Shahram Jamali, Jiaqi Zheng, Guihai Chen |
| 2019 | ICPADS | IGATA: An Attraction-Based Online Task Recommendation Framework in Freemium-Crowdsourcing Platform. | Yuchen Xia, Shenwei Chen, Xiaofeng Gao, Haipeng Dai, Guihai Chen |
| 2019 | ICPP | AdaM: An Adaptive Fine-Grained Scheme for Distributed Metadata Management. | Shiyi Cao, Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2019 | ICPP | DeepHash: An End-to-End Learning Approach for Metadata Management in Distributed File Systems. | Yuanning Gao, Xiaofeng Gao, Guihai Chen |
| 2019 | ICPP | QLEC: A Machine-Learning-Based Energy-Efficient Clustering Algorithm to Prolong Network Lifespan for IoT in High-Dimensional Space. | Ke Li, Haowei Huang, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2019 | ICPP | Adaptive Routing Reconfigurations to Minimize Flow Cost in SDN-Based Data Center Networks. | Akbar Majidi, Xiaofeng Gao, Shunjia Zhu, Nazila Jahanbakhsh, Guihai Chen |
| 2019 | ICPP | Dynamic Load Balancing in Hybrid Switching Data Center Networks with Converters. | Jiaqi Zheng, Qiming Zheng, Xiaofeng Gao, Guihai Chen |
| 2019 | IJCAI | Feature Evolution Based Multi-Task Learning for Collaborative Filtering with Social Trust. | Qitian Wu, Lei Jiang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen |
| 2019 | INFOCOM | Making Big Money from Small Sensors: Trading Time-Series Data under Pufferfish Privacy. | Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Xiaofeng Gao, Fan Wu |
| 2019 | IWQoS | mmHandover: a pre-connection based handover protocol for 5G millimeter wave vehicular networks. | Xiong Wang, Linghe Kong, Jintao Wu, Xiaofeng Gao, Hang Wang, Guihai Chen |
| 2019 | KDD | Dual Sequential Prediction Models Linking Sequential Recommendation and Information Dissemination. | Qitian Wu, Yirui Gao, Xiaofeng Gao, Paul Weng, Guihai Chen |
| 2019 | WWW | Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems. | Qitian Wu, Hengrui Zhang, Xiaofeng Gao, Peng He, Paul Weng, Han Gao, Guihai Chen |
| 2018 | AAIM | Achieving Location Truthfulness in Rebalancing Supply-Demand Distribution for Bike Sharing. | Hongtao Lv, Fan Wu, Tie Luo, Xiaofeng Gao, Guihai Chen |
| 2018 | AAIM | Algorithm Designs for Dynamic Ridesharing System. | Chaoli Zhang, Jiapeng Xie, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2018 | CIKM | Adversarial Training Model Unifying Feature Driven and Point Process Perspectives for Event Popularity Prediction. | Qitian Wu, Chaoqi Yang, Hengrui Zhang, Xiaofeng Gao, Paul Weng, Guihai Chen |
| 2018 | CSCWD | Efficient Crowdsourcing Aided Positioning for Mobile Wireless Sensor Networks in Urban Fields. | Yang Wang, Junwei Lu, Xiaofeng Gao, Guihai Chen |
| 2018 | DEXA | DancingLines: An Analytical Scheme to Depict Cross-Platform Event Popularity. | Tianxiang Gao, Weiming Bao, Jinning Li, Xiaofeng Gao, Boyuan Kong, Yan Tang, Guihai Chen, Xuan Li |
| 2018 | DEXA | CROP: An Efficient Cross-Platform Event Popularity Prediction Model for Online Media. | Mingding Liao, Xiaofeng Gao, Xuezheng Peng, Guihai Chen |
| 2018 | DEXA | R^2 -Tree: An Efficient Indexing Scheme for Server-Centric Data Center Networks. | Yin Lin, Xinyi Chen, Xiaofeng Gao, Bin Yao, Guihai Chen |
| 2018 | DEXA | EPOC: A Survival Perspective Early Pattern Detection Model for Outbreak Cascades. | Chaoqi Yang, Qitian Wu, Xiaofeng Gao, Guihai Chen |
| 2018 | DEXA | QDR-Tree: An Efficient Index Scheme for Complex Spatial Keyword Query. | Xinshi Zang, Peiwen Hao, Xiaofeng Gao, Bin Yao, Guihai Chen |
| 2018 | ICDCS | D2-Tree: A Distributed Double-Layer Namespace Tree Partition Scheme for Metadata Management in Large-Scale Storage Systems. | Xinjian Luo, Xiaofeng Gao, Zhaowei Tan, Jiaxi Liu, Xiaochun Yang, Guihai Chen |
| 2018 | ICDE | Flexible Aggregate Nearest Neighbor Queries in Road Networks. | Bin Yao, Zhongpu Chen, Xiaofeng Gao, Shuo Shang, Shuai Ma, Minyi Guo |
| 2018 | ICDM | EPAB: Early Pattern Aware Bayesian Model for Social Content Popularity Prediction. | Qitian Wu, Chaoqi Yang, Xiaofeng Gao, Peng He, Guihai Chen |
| 2018 | ICNP | Shifter: A Consistent Multicast Routing Update Scheme in Software-Defined Networks. | Guanhao Wu, Xiaofeng Gao, Tao Chen, Hao Zhou, Linghe Kong, Guihai Chen |
| 2018 | ICPADS | Provably Efficient Algorithms for VNF Routing Optimization. | Shike Zhang, Yuxiang Liu, Xiaofeng Gao, Jiaqi Zheng, Guihai Chen |
| 2018 | ICPP | IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling. | Fei Wang, Xiaofeng Gao, Jun Ye, Guihai Chen |
| 2018 | IPCCC | Binoclt: A New Binomial Classification Scheme for Long-Text Mining in Online Social Network. | Quanquan Chu, Shiyu Liu, Xiaofeng Gao, Fan Wu, Guihai Chen, Qianni Deng |
| 2018 | ICSOC | Crowdsourcing Task Scheduling in Mobile Social Networks. | Jiahao Fan, Xinbo Zhou, Xiaofeng Gao, Guihai Chen |
| 2018 | ICSOC | QITA: Quality Inference Based Task Assignment in Mobile Crowdsensing. | Chenlin Liu, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2018 | ICSOC | eTOUR: A Two-Layer Framework for Tour Recommendation with Super-POIs. | Chunwei Wang, Yuanning Gao, Xiaofeng Gao, Bin Yao, Guihai Chen |
| 2018 | KDD | Unlocking the Value of Privacy: Trading Aggregate Statistics over Private Correlated Data. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen |
| 2018 | MASS | Holmes: Tackling Data Sparsity for Truth Discovery in Location-Aware Mobile Crowdsensing. | Zhuoqian Li, Shuo Yang, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | CIKM | FM-Hawkes: A Hawkes Process Based Approach for Modeling Online Activity Correlations. | Sha Li, Xiaofeng Gao, Weiming Bao, Guihai Chen |
| 2017 | CSCW | Is Danmaku an Effective Way for Promoting Event based Social Network? | Yan Tang, Yibing Gong, Li Xu, Qingheng Zhang, Huaxin Liu, Sheng Wang, Qian Wang, Xiaofeng Gao |
| 2017 | DASFAA | AngleCut: A Ring-Based Hashing Scheme for Distributed Metadata Management. | Jiaxi Liu, Renxuan Wang, Xiaofeng Gao, Xiaochun Yang, Guihai Chen |
| 2017 | GLOBECOM | A Constant-Factor Approximation for Bounded Task Allocation Problem in Crowdsourcing. | Shuang Wu, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2017 | GLOBECOM | Bandit User Selection Algorithm for Budgeted and Time-Limited Mobile Crowdsensing. | Shuo Yang, Xiaotian Qi, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | ICDCS | Optimization of Full-View Barrier Coverage with Rotatable Camera Sensors. | Xiaofeng Gao, Rui Yang, Fan Wu, Guihai Chen, Jinguang Zhou |
| 2017 | ICDCS | Approximation Designs for Cooperative Relay Deployment in Wireless Networks. | Haotian Wang, Shilei Tian, Xiaofeng Gao, Lidong Wu, Guihai Chen |
| 2017 | ICDE | Trading Data in Good Faith: Integrating Truthfulness and Privacy Preservation in Data Markets. | Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | ICDM | BEEP: A Bayesian Perspective Early Stage Event Prediction Model for Online Social Networks. | Xiao Ma, Xiaofeng Gao, Guihai Chen |
| 2017 | ICPADS | Online Auctions with Dynamic Costs for Ridesharing. | Chaoli Zhang, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | IPCCC | QoE-aware optimization for SVC-based adaptive streaming in D2D communications. | Luoyao Hao, Chengming Jin, Xiaofeng Gao, Linghe Kong, Fan Wu, Guihai Chen |
| 2017 | IPCCC | Towards cost-effective and budget-balanced task allocation in crowdsourcing systems. | Luoyao Hao, Chengming Jin, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2017 | IPCCC | Fault tolerant mechanism design for time coverage in crowdsensing system. | Yangsu Liu, Zhenzhe Zheng, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | IPCCC | A privacy-preserving combinatorial auction mechanism for spectrum redistribution. | Fudong Qiu, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2017 | ICRA | Learning social affordance grammar from videos: Transferring human interactions to human-robot interactions. | Tianmin Shu, Xiaofeng Gao, Michael S. Ryoo, Song-Chun Zhu |
| 2017 | IWQoS | Jump-start crowdsensing: A three-layer incentive framework for mobile crowdsensing. | Yatong Chen, Huangxun Chen, Shuo Yang, Xiaofeng Gao, Fan Wu |
| 2016 | COCOA | A Comprehensive Reachability Evaluation for Airline Networks with Multi-constraints. | Xiaotian You, Xiaofeng Gao, Yaru Dang, Guihai Chen, Xinglong Wang |
| 2016 | DASFAA | STH-Bass: A Spatial-Temporal Heterogeneous Bass Model to Predict Single-Tweet Popularity. | Yan Yan, Zhaowei Tan, Xiaofeng Gao, Shaojie Tang, Guihai Chen |
| 2016 | DEXA | FR-Index: A Multi-dimensional Indexing Framework for Switch-Centric Data Centers. | Yatao Zhang, Jialiang Cao, Xiaofeng Gao, Guihai Chen |
| 2016 | GLOBECOM | A Strategy-Proof Budget Feasible Online Mechanism for Crowdsensing with Time-Discounting Values. | Jiapeng Xie, Shuo Yang, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2016 | GLOBECOM | Revenue Maximization and Contract Enforcement through Representative Bidding in Ad Auctions. | Shuo Yang, Ruiwen Zhao, Fan Wu, Shaojie Tang, Xiaofeng Gao, Guihai Chen |
| 2016 | ICPADS | OR-Play: An Optimal Relay Placement Scheme for High-Quality Wireless Network Services. | Ailun Song, Xiaofeng Gao, Fan Wu, Linghe Kong, Guihai Chen |
| 2016 | ICPP | TECH: A Thermal-Aware and Cost Efficient Mechanism for Colocation Demand Response. | Ziqi Zhao, Fan Wu, Shaolei Ren, Xiaofeng Gao, Guihai Chen, Yong Cui |
| 2016 | INFOCOM | A PTAS to minimize mobile sensor movement for target coverage problem. | Zhiyin Chen, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2016 | ICSOC | iSim: An Efficient Integrated Similarity Based Collaborative Filtering Approach for Trust Prediction in Service-Oriented Social Networks. | Mingding Liao, Xiao Liu, Xiaofeng Gao, Jiaofei Zhong, Guihai Chen |
| 2016 | IWQoS | Selecting most informative contributors with unknown costs for budgeted crowdsensing. | Shuo Yang, Fan Wu, Shaojie Tang, Tie Luo, Xiaofeng Gao, Linghe Kong, Guihai Chen |
| 2016 | WISE | ESAP: A Novel Approach for Cross-Platform Event Dissemination Trend Analysis Between Social Network and Search Engine. | Yan Tang, Pengju Ma, Boyuan Kong, Wenqian Ji, Xiaofeng Gao, Xuezheng Peng |
| 2016 | SECON | Efficient Scheduling Strategies for Mobile Sensors in Sweep Coverage Problem. | Zhiyin Chen, Xudong Zhu, Xiaofeng Gao, Fan Wu, Jian Gu, Guihai Chen |
| 2016 | SECON | Data Ferry Trajectory Planning for Sweep Coverage Problem with Multiple Mobile Sensors. | Xiaofeng Gao, Xudong Zhu, Yuchen Feng, Fan Wu, Guihai Chen |
| 2015 | DEXA | Indexing Multi-dimensional Data in Modular Data Centers. | Libo Gao, Yatao Zhang, Xiaofeng Gao, Guihai Chen |
| 2015 | DEXA | A Universal Distributed Indexing Scheme for Data Centers with Tree-Like Topologies. | Yuang Liu, Xiaofeng Gao, Guihai Chen |
| 2015 | GLOBECOM | Shorten the Trajectory of Mobile Sensors in Sweep Coverage Problem. | Yuchen Feng, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2015 | GLOBECOM | Distributed Algorithm for Full-View Barrier Coverage with Rotatable Camera Sensors. | Rui Yang, Xiaofeng Gao, Fan Wu, Guihai Chen |
| 2015 | GLOBECOM | A Distributed Approximation for Multi-Hop Clustering Problem in Wireless Sensor Networks. | Xudong Zhu, Jun Li, Xiaofeng Gao, Fan Wu, Guihai Chen, Athanasios V. Vasilakos |
| 2015 | ICDCS | A Route Scheduling Algorithm for the Sweep Coverage Problem. | Zhiyin Chen, Shuang Wu, Xudong Zhu, Xiaofeng Gao, Jian Gu, Guihai Chen |
| 2015 | ICDCS | WhiFind: A Matrix Completion Approach for Indoor White Space Identification. | Xiao Hu, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2015 | ICDCS | A Novel Approximation for Multi-hop Connected Clustering Problem in Wireless Sensor Networks. | Jun Li, Xudong Zhu, Xiaofeng Gao, Fan Wu, Guihai Chen, Ding-Zhu Du, Shaojie Tang |
| 2015 | ICPP | Sheriff: A Regional Pre-alert Management Scheme in Data Center Networks. | Xiaofeng Gao, Wen Xu, Fan Wu, Guihai Chen |
| 2015 | ICPP | On Maximizing Reliability of Lifetime Constrained Data Aggregation Tree in Wireless Sensor Networks. | Mengfan Shan, Guihai Chen, Fan Wu, Xiaobing Wu, Xiaofeng Gao, Pan Wu, Haipeng Dai |
| 2015 | ICPP | Good Work Deserves Good Pay: A Quality-Based Surplus Sharing Method for Participatory Sensing. | Shuo Yang, Fan Wu, Shaojie Tang, Xiaofeng Gao, Bo Yang, Guihai Chen |
| 2015 | ISCC | Design and optimization for distributed indexing scheme in switch-centric cloud storage system. | Yuang Liu, Xiaofeng Gao, Guihai Chen |
| 2014 | APNOMS | DCP: An efficient and distributed data center cache protocol with Fat-Tree topology. | Zhihui Jiang, Zhiming Ding, Xiaofeng Gao, Guihai Chen |
| 2014 | COCOA | Performance Analysis and Improvement for the Construction of MCDS Problem in 3D Space. | Jun Li, Xiaofeng Gao, Guihai Chen, Fengwei Gao, Ling Ding |
| 2014 | DEXA | Efficient R-Tree Based Indexing for Cloud Storage System with Dual-Port Servers. | Fan Li, Wanchao Liang, Xiaofeng Gao, Bin Yao, Guihai Chen |
| 2014 | GLOBECOM | Balancing traffic load for devolved controllers in data center networks. | Wanchao Liang, Xiaofeng Gao, Fan Wu, Guihai Clien, Wei Wei |
| 2014 | ICPADS | NICE: Network-aware VM Consolidation scheme for Energy Conservation in Data Centers. | Bo Cao, Xiaofeng Gao, Guihai Chen, Yaohui Jin |
| 2013 | DASFAA | Distributed AH-Tree Based Index Technology for Multi-channel Wireless Data Broadcast. | Yongtian Yang, Xiaofeng Gao, Xin Lu, Jiaofei Zhong, Guihai Chen |
| 2013 | WCNC | BREW: A bandwidth reservation protocol for multirate anypath routing in wireless mesh networks. | Xun Gao, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2013 | WCNC | High performance energy efficient multi-channel wireless data broadcasting system. | Jiaofei Zhong, Zheng Gao, Weili Wu, Weidong Chen, Xiaofeng Gao, Xiaodong Yue |
| 2012 | GLOBECOM | PHED: Pre-Handshaking Neighbor Discovery Protocols in full duplex wireless ad hoc networks. | Guobao Sun, Fan Wu, Xiaofeng Gao, Guihai Chen |
| 2012 | ICPADS | A Novel Multi-Channel Data Broadcast Scheme for Multimedia Database Systems. | Xiaofeng Gao, Yi Zhu, Donghyun Kim, Jianzhong Li, Weili Wu |
| 2011 | COCOA | Algebraic Algorithm for Scheduling Data Retrieval in Multi-channel Wireless Data Broadcast Environments. | Xiaofeng Gao, Zaixin Lu, Weili Wu, Bin Fu |
| 2011 | DASFAA | A Novel Hash-Based Streaming Scheme for Energy Efficient Full-Text Search in Wireless Data Broadcast. | Kai Yang, Yan Shi, Weili Wu, Xiaofeng Gao, Jiaofei Zhong |
| 2011 | DASFAA | Energy-Efficient Tree-Based Indexing Schemes for Information Retrieval in Wireless Data Broadcast. | Jiaofei Zhong, Weili Wu, Yan Shi, Xiaofeng Gao |
| 2010 | DEXA | Efficient Parallel Data Retrieval Protocols with MIMO Antennae for Data Broadcast in 4G Wireless Communications. | Yan Shi, Xiaofeng Gao, Jiaofei Zhong, Weili Wu |
| 2010 | ICDCS | Distributed Construction of Connected Dominating Sets with Minimum Routing Cost in Wireless Networks. | Ling Ding, Xiaofeng Gao, Weili Wu, Wonjun Lee, Xu Zhu, Ding-Zhu Du |
| 2009 | COCOA | DNA Library Screening, Pooling Design and Unitary Spaces. | Suogang Gao, Zengti Li, Jiangchen Yu, Xiaofeng Gao, Weili Wu |
| 2009 | DEXA | Three Approximation Algorithms for Energy-Efficient Query Dissemination in Sensor Database System. | Zhao Zhang, Xiaofeng Gao, Xuefei Zhang, Weili Wu, Hui Xiong |
| 2009 | KDD | Multi-focal learning and its application to customer service support. | Yong Ge, Hui Xiong, Wenjun Zhou, Ramendra K. Sahoo, Xiaofeng Gao, Weili Wu |
| 2008 | COCOA | Polynomial Time Approximation Scheme for Connected Vertex Cover in Unit Disk Graph. | Zhao Zhang, Xiaofeng Gao, Weili Wu |
| 2008 | COCOON | (6+epsilon)-Approximation for Minimum Weight Dominating Set in Unit Disk Graphs. | Xiaofeng Gao, Yaochun Huang, Zhao Zhang, Weili Wu |
| 2006 | HPDC | Path Grammar Guided Trace Compression and Trace Approximation. | Xiaofeng Gao, Allan Snavely, Larry Carter |
| 2006 | PLDI | Profile-guided proactive garbage collection for locality optimization. | Wen-ke Chen, Sanjay Bhansali, Trishul M. Chilimbi, Xiaofeng Gao, Weihaw Chuang |
| 2003 | ICCS | A Performance Prediction Framework for Scientific Applications. | Laura Carrington, Allan Snavely, Xiaofeng Gao, Nicole Wolter |
| 2003 | ICCS | Exploiting Stability to Reduce Time-Space Cost for Memory Tracing. | Xiaofeng Gao, Allan Snavely |