Yanjie Fu

According to our database, Yanjie Fu authored at least 175 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective.

Meng Xiao, Dongjie Wang, Min Wu, Kunpeng Liu, Hui Xiong, Yuanchun Zhou, Yanjie Fu

ACM Trans. Knowl. Discov. Data, May, 2024

DEWP: Deep Expansion Learning for Wind Power Forecasting.

Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong

ACM Trans. Knowl. Discov. Data, April, 2024

Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent.

Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu

CoRR, 2024

Feature Selection as Deep Sequential Generative Learning.

Wangyang Ying, Dongjie Wang, Haifeng Chen, Yanjie Fu

CoRR, 2024

LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations.

Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu

CoRR, 2024

Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows.

Wei Fan, Shun Zheng, Pengyang Wang, Rui Xie, Jiang Bian, Yanjie Fu

CoRR, 2024

DEWP: Deep Expansion Learning for Wind Power Forecasting.

Wei Fan, Yanjie Fu, Shun Zheng, Jiang Bian, Yuanchun Zhou, Hui Xiong

CoRR, 2024

2023

Reinforced Imitative Graph Learning for Mobile User Profiling.

Dongjie Wang, Pengyang Wang, Yanjie Fu, Kunpeng Liu, Hui Xiong, Charles E. Hughes

IEEE Trans. Knowl. Data Eng., December, 2023

Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification.

Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou

IEEE Trans. Knowl. Data Eng., September, 2023

UrbanKG: An Urban Knowledge Graph System.

Yu Liu, Jingtao Ding, Yanjie Fu, Yong Li

ACM Trans. Intell. Syst. Technol., August, 2023

Multi-Faceted Knowledge-Driven Pre-Training for Product Representation Learning.

Denghui Zhang, Yanchi Liu, Zixuan Yuan, Yanjie Fu, Haifeng Chen, Hui Xiong

IEEE Trans. Knowl. Data Eng., July, 2023

Polestar++: An Intelligent Routing Engine for National-Wide Public Transportation.

Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Hui Xiong

IEEE Trans. Knowl. Data Eng., June, 2023

Characterizing and Forecasting Urban Vibrancy Evolution: A Multi-View Graph Mining Perspective.

Hao Liu, Qingyu Guo, Hengshu Zhu, Yanjie Fu, Fuzhen Zhuang, Xiaojuan Ma, Hui Xiong

ACM Trans. Knowl. Discov. Data, June, 2023

Online POI Recommendation: Learning Dynamic Geo-Human Interactions in Streams.

Dongjie Wang, Kunpeng Liu, Hui Xiong, Yanjie Fu

IEEE Trans. Big Data, June, 2023

Driving Maneuver Anomaly Detection Based on Deep Auto-Encoder and Geographical Partitioning.

Miaomiao Liu, Kang Yang, Yanjie Fu, Dapeng Oliver Wu, Wan Du

ACM Trans. Sens. Networks, May, 2023

Interactive reinforced feature selection with traverse strategy.

Kunpeng Liu, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu

Knowl. Inf. Syst., May, 2023

Unified route representation learning for multi-modal transportation recommendation with spatiotemporal pre-training.

Hao Liu, Jindong Han, Yanjie Fu, Yanyan Li, Kai Chen, Hui Xiong

VLDB J., March, 2023

Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation.

Dongjie Wang, Yanjie Fu, Kunpeng Liu, Fanglan Chen, Pengyang Wang, Chang-Tien Lu

ACM Trans. Spatial Algorithms Syst., March, 2023

Learning Adaptive Embedding Considering Incremental Class.

Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Yuanchun Zhou, Hui Xiong, Jian Yang

IEEE Trans. Knowl. Data Eng., March, 2023

Automated Feature Selection: A Reinforcement Learning Perspective.

Kunpeng Liu, Yanjie Fu, Le Wu, Xiaolin Li, Charu Aggarwal, Hui Xiong

IEEE Trans. Knowl. Data Eng., March, 2023

Automated urban planning aware spatial hierarchies and human instructions.

Dongjie Wang, Kunpeng Liu, Yanyong Huang, Leilei Sun, Bowen Du, Yanjie Fu

Knowl. Inf. Syst., March, 2023

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.

Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Denghui Zhang, Yi Du, Yuanchun Zhou

IEEE Trans. Big Data, February, 2023

Interactive Reinforcement Learning for Feature Selection With Decision Tree in the Loop.

Wei Fan, Kunpeng Liu, Hao Liu, Yong Ge, Hui Xiong, Yanjie Fu

IEEE Trans. Knowl. Data Eng., 2023

Reinforced Explainable Knowledge Concept Recommendation in MOOCs.

Lu Jiang, Kunpeng Liu, Yibin Wang, Dongjie Wang, Pengyang Wang, Yanjie Fu, Minghao Yin

ACM Trans. Intell. Syst. Technol., 2023

Dual-stage Flows-based Generative Modeling for Traceable Urban Planning.

Xuanming Hu, Wei Fan, Dongjie Wang, Pengyang Wang, Yong Li, Yanjie Fu

CoRR, 2023

Feature Cognition Enhancement via Interaction-Aware Automated Transformation.

Ehtesamul Azim, Dongjie Wang, Kunpeng Liu, Wei Zhang, Yanjie Fu

CoRR, 2023

Interdisciplinary Fairness in Imbalanced Research Proposal Topic Inference: A Hierarchical Transformer-based Method with Selective Interpolation.

Meng Xiao, Min Wu, Ziyue Qiao, Yanjie Fu, Zhiyuan Ning, Yi Du, Yuanchun Zhou

CoRR, 2023

Disentangled Causal Graph Learning for Online Unsupervised Root Cause Analysis.

Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen

CoRR, 2023

Towards Automated Urban Planning: When Generative and ChatGPT-like AI Meets Urban Planning.

Dongjie Wang, Chang-Tien Lu, Yanjie Fu

CoRR, 2023

Hierarchical Graph Neural Networks for Causal Discovery and Root Cause Localization.

Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen

CoRR, 2023

Attention-Based Multi-modal Missing Value Imputation for Time Series Data with High Missing Rate.

Khandakar Tanvir Ahmed, Sudipto Baul, Yanjie Fu, Wei Zhang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Hierarchical Reinforced Urban Planning: Jointly Steering Region and Block Configurations.

Pengfei Wang, Daniel Wang, Kunpeng Liu, Dongjie Wang, Yuanchun Zhou, Leilei Sun, Yanjie Fu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Traceable Automatic Feature Transformation via Cascading Actor-Critic Agents.

Meng Xiao, Dongjie Wang, Min Wu, Ziyue Qiao, Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Deep Graph Stream SVDD: Anomaly Detection in Cyber-Physical Systems.

Ehtesamul Azim, Dongjie Wang, Yanjie Fu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2023

Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions.

Dongjie Wang, Meng Xiao, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interdependent Causal Networks for Root Cause Localization.

Dongjie Wang, Zhengzhang Chen, Jingchao Ni, Liang Tong, Zheng Wang, Yanjie Fu, Haifeng Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Incremental Causal Graph Learning for Online Root Cause Analysis.

Dongjie Wang, Zhengzhang Chen, Yanjie Fu, Yanchi Liu, Haifeng Chen

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Adaptive Path-Memory Network for Temporal Knowledge Graph Reasoning.

Hao Dong, Zhiyuan Ning, Pengyang Wang, Ziyue Qiao, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Self-optimizing Feature Generation via Categorical Hashing Representation and Hierarchical Reinforcement Crossing.

Wangyang Ying, Dongjie Wang, Kunpeng Liu, Leilei Sun, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2023

Boosting Urban Prediction via Addressing Spatial-Temporal Distribution Shift.

Xuanming Hu, Wei Fan, Kun Yi, Pengfei Wang, Yuanbo Xu, Yanjie Fu, Pengyang Wang

Proceedings of the IEEE International Conference on Data Mining, 2023

Metric-agnostic Learning-to-Rank via Boosting and Rank Approximation.

Camilo Gomez, Pengyang Wang, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2023

Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection.

Meng Xiao, Dongjie Wang, Min Wu, Pengfei Wang, Yuanchun Zhou, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2023

PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation.

Mingzhe Liu, Han Huang, Hao Feng, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Stream Attention Based U-Net for L3DAS23 Challenge.

Honglong Wang, Yanjie Fu, Junjie Li, Meng Ge, Longbiao Wang, Xinyuan Qian

Proceedings of the IEEE International Conference on Acoustics, 2023

Human-Instructed Deep Hierarchical Generative Learning for Automated Urban Planning.

Dongjie Wang, Lingfei Wu, Denghui Zhang, Jingbo Zhou, Leilei Sun, Yanjie Fu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Generic and Dynamic Graph Representation Learning for Crowd Flow Modeling.

Liangzhe Han, Ruixing Zhang, Leilei Sun, Bowen Du, Yanjie Fu, Tongyu Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Dish-TS: A General Paradigm for Alleviating Distribution Shift in Time Series Forecasting.

Wei Fan, Pengyang Wang, Dongkun Wang, Dongjie Wang, Yuanchun Zhou, Yanjie Fu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Competitive Relationship Prediction for Points of Interest: A Neural Graphlet Based Approach.

Jingbo Zhou, Tao Huang, Shuangli Li, Renjun Hu, Yanchi Liu, Yanjie Fu, Hui Xiong

IEEE Trans. Knowl. Data Eng., 2022

Introduction to the Special Issue on Deep Learning for Spatio-Temporal Data: Part 2.

Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li

ACM Trans. Intell. Syst. Technol., 2022

FuzzyAct: A Fuzzy-Based Framework for Temporal Activity Recognition in IoT Applications Using RNN and 3D-DWT.

Fayaz Ali Dharejo, Muhammad Zawish, Yuanchun Zhou, Steven Davy, Kapal Dev, Sunder Ali Khowaja, Yanjie Fu, Nawab Muhammad Faseeh Qureshi

IEEE Trans. Fuzzy Syst., 2022

Boosting Urban Traffic Speed Prediction via Integrating Implicit Spatial Correlations.

Dongkun Wang, Wei Fan, Pengyang Wang, Pengfei Wang, Dongjie Wang, Denghui Zhang, Yanjie Fu

CoRR, 2022

MIMO-DBnet: Multi-channel Input and Multiple Outputs DOA-aware Beamforming Network for Speech Separation.

Yanjie Fu, Haoran Yin, Meng Ge, Longbiao Wang, Gaoyan Zhang, Jianwu Dang, Chengyun Deng, Fei Wang

CoRR, 2022

Self-Optimizing Feature Transformation.

Meng Xiao, Dongjie Wang, Yanjie Fu, Kunpeng Liu, Min Wu, Hui Xiong, Yuanchun Zhou

CoRR, 2022

Who Should Review Your Proposal? Interdisciplinary Topic Path Detection for Research Proposals.

Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Dong Li, Yuanchun Zhou

CoRR, 2022

Multi-level Recommendation Reasoning over Knowledge Graphs with Reinforcement Learning.

Xiting Wang, Kunpeng Liu, Dongjie Wang, Le Wu, Yanjie Fu, Xing Xie

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation via Hawkes Process Based LSTM.

Pengfei Wang, Kunpeng Liu, Yuanchun Zhou, Yanjie Fu

Proceedings of the 2022 SIAM International Conference on Data Mining, 2022

Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting.

Junchen Ye, Zihan Liu, Bowen Du, Leilei Sun, Weimiao Li, Yanjie Fu, Hui Xiong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction.

Dongjie Wang, Yanjie Fu, Kunpeng Liu, Xiaolin Li, Yan Solihin

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Semi-supervised Drifted Stream Learning with Short Lookback.

Weijieying Ren, Pengyang Wang, Xiaolin Li, Charles E. Hughes, Yanjie Fu

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Continuous-Time and Multi-Level Graph Representation Learning for Origin-Destination Demand Prediction.

Liangzhe Han, Xiaojian Ma, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv, Hui Xiong

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources.

Haoran Yin, Meng Ge, Yanjie Fu, Gaoyan Zhang, Longbiao Wang, Lei Zhang, Lin Qiu, Jianwu Dang

Proceedings of the Interspeech 2022, 2022

Iterative Sound Source Localization for Unknown Number of Sources.

Yanjie Fu, Meng Ge, Haoran Yin, Xinyuan Qian, Longbiao Wang, Gaoyan Zhang, Jianwu Dang

Proceedings of the Interspeech 2022, 2022

Feature and Instance Joint Selection: A Reinforcement Learning Perspective.

Wei Fan, Kunpeng Liu, Hao Liu, Hengshu Zhu, Hui Xiong, Yanjie Fu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting.

Wei Fan, Shun Zheng, Xiaohan Yi, Wei Cao, Yanjie Fu, Jiang Bian, Tie-Yan Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Mitigating Popularity Bias in Recommendation with Unbalanced Interactions: A Gradient Perspective.

Weijieying Ren, Lei Wang, Kunpeng Liu, Ruocheng Guo, Ee-Peng Lim, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2022

Kernel-based Substructure Exploration for Next POI Recommendation.

Wei Ju, Yifang Qin, Ziyue Qiao, Xiao Luo, Yifan Wang, Yanjie Fu, Ming Zhang

Proceedings of the IEEE International Conference on Data Mining, 2022

GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation.

Han Huang, Leilei Sun, Bowen Du, Yanjie Fu, Weifeng Lv

Proceedings of the IEEE International Conference on Data Mining, 2022

Utilization of Data Augmentation Techniques to Enhance Learning with Sparse Datasets.

Richard C. Yarnell, Daniel Brignac, Yanjie Fu, Ronald F. DeMara

Proceedings of the 5th International Conference on Artificial Intelligence for Industries, 2022

2021

Spatiotemporal Representation Learning for Driving Behavior Analysis: A Joint Perspective of Peer and Temporal Dependencies.

Pengyang Wang, Xiaolin Li, Yu Zheng, Charu Aggarwal, Yanjie Fu

IEEE Trans. Knowl. Data Eng., 2021

ACM TIST Special Issue on Deep Learning for Spatio-Temporal Data: Part 1.

Senzhang Wang, Junbo Zhang, Yanjie Fu, Yong Li

ACM Trans. Intell. Syst. Technol., 2021

CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data.

Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang

IEEE Trans. Emerg. Top. Comput. Intell., 2021

Measuring Urban Vibrancy of Residential Communities Using Big Crowdsourced Geotagged Data.

Pengyang Wang, Kunpeng Liu, Dongjie Wang, Yanjie Fu

Frontiers Big Data, 2021

Towards Semantically-Rich Spatial Network Representation Learning via Automated Feature Topic Pairing.

Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

Frontiers Big Data, 2021

Fair and Effective Policing for Neighborhood Safety: Understanding and Overcoming Selection Biases.

Weijieying Ren, Kunpeng Liu, Tianxiang Zhao, Yanjie Fu

Frontiers Big Data, 2021

RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training.

Ziyue Qiao, Yanjie Fu, Pengyang Wang, Meng Xiao, Zhiyuan Ning, Yi Du, Yuanchun Zhou

CoRR, 2021

Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification.

Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang

CoRR, 2021

AutoGFS: Automated Group-based Feature Selection via Interactive Reinforcement Learning.

Wei Fan, Kunpeng Liu, Hao Liu, Ahmad Hariri, Dejing Dou, Yanjie Fu

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

EduHawkes: A Neural Hawkes Process Approach for Online Study Behavior Modeling.

Lu Jiang, Pengyang Wang, Ke Cheng, Kunpeng Liu, Minghao Yin, Bo Jin, Yanjie Fu

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Multi-Armed Bandit Based Feature Selection.

Kunpeng Liu, Haibo Huang, Wei Zhang, Ahmad Hariri, Yanjie Fu, Kien A. Hua

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Dynamic and Multi-faceted Spatio-temporal Deep Learning for Traffic Speed Forecasting.

Liangzhe Han, Bowen Du, Leilei Sun, Yanjie Fu, Yisheng Lv, Hui Xiong

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification.

Meng Xiao, Ziyue Qiao, Yanjie Fu, Yi Du, Pengyang Wang, Yuanchun Zhou

Proceedings of the IEEE International Conference on Data Mining, 2021

Deep Human-guided Conditional Variational Generative Modeling for Automated Urban Planning.

Dongjie Wang, Kunpeng Liu, Pauline Johnson, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2021

Fair Graph Auto-Encoder for Unbiased Graph Representations with Wasserstein Distance.

Wei Fan, Kunpeng Liu, Rui Xie, Hao Liu, Hui Xiong, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2021

Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy.

Kunpeng Liu, Pengfei Wang, Dongjie Wang, Wan Du, Dapeng Oliver Wu, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2021

Description Generation for Points of Interest.

Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Automated Feature-Topic Pairing: Aligning Semantic and Embedding Spaces in Spatial Representation Learning.

Dongjie Wang, Kunpeng Liu, David Mohaisen, Pengyang Wang, Chang-Tien Lu, Yanjie Fu

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

NodeSense2Vec: Spatiotemporal Context-Aware Network Embedding for Heterogeneous Urban Mobility Data.

Dakshak Keerthi Chandra, Jennifer L. Leopold, Yanjie Fu

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Coupled Layer-wise Graph Convolution for Transportation Demand Prediction.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Hui Xiong

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective.

Dongjie Wang, Pengyang Wang, Kunpeng Liu, Yuanchun Zhou, Charles E. Hughes, Yanjie Fu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

A Hierarchical Attention Model for Social Contextual Image Recommendation.

Le Wu, Lei Chen, Richang Hong, Yanjie Fu, Xing Xie, Meng Wang

IEEE Trans. Knowl. Data Eng., 2020

MP²SDA: Multi-Party Parallelized Sparse Discriminant Learning.

Jiang Bian, Haoyi Xiong, Yanjie Fu, Jun Huan, Zhishan Guo

ACM Trans. Knowl. Discov. Data, 2020

MoveWithMe: Location Privacy Preservation for Smartphone Users.

Jian Kang, Douglas Steiert, Dan Lin, Yanjie Fu

IEEE Trans. Inf. Forensics Secur., 2020

Adaptive Weighted Finite Mixture Model: Identifying the Feature-Influence of Real Estate.

Xin Xu, Yanjie Fu, Jingyi Wu, Yuqi Wang, Zeyu Huang, Zhiguo Fu, Minghao Yin

Trans. Data Sci., 2020

Multi-Modal Transportation Recommendation with Unified Route Representation Learning.

Hao Liu, Jindong Han, Yanjie Fu, Jingbo Zhou, Xinjiang Lu, Hui Xiong

Proc. VLDB Endow., 2020

Learning Adaptive Embedding Considering Incremental Class.

Yang Yang, Zhen-Qiang Sun, Hengshu Zhu, Yanjie Fu, Hui Xiong, Jian Yang

CoRR, 2020

A Generic Edge-Empowered Graph Convolutional Network via Node-Edge Mutual Enhancement.

Pengyang Wang, Jiaping Gui, Zhengzhang Chen, Junghwan Rhee, Haifeng Chen, Yanjie Fu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation.

Peijie Sun, Le Wu, Kun Zhang, Yanjie Fu, Richang Hong, Meng Wang

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach.

Le Wu, Yonghui Yang, Kun Zhang, Richang Hong, Yanjie Fu, Meng Wang

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Incremental Mobile User Profiling: Reinforcement Learning with Spatial Knowledge Graph for Modeling Event Streams.

Pengyang Wang, Kunpeng Liu, Lu Jiang, Xiaolin Li, Yanjie Fu

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Polestar: An Intelligent, Efficient and National-Wide Public Transportation Routing Engine.

Hao Liu, Ying Li, Yanjie Fu, Huaibo Mei, Jingbo Zhou, Xu Ma, Hui Xiong

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Exploiting Mutual Information for Substructure-aware Graph Representation Learning.

Pengyang Wang, Yanjie Fu, Yuanchun Zhou, Kunpeng Liu, Xiaolin Li, Kien A. Hua

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Simplifying Reinforced Feature Selection via Restructured Choice Strategy of Single Agent.

Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Defending Water Treatment Networks: Exploiting Spatio-temporal Effects for Cyber Attack Detection.

Dongjie Wang, Pengyang Wang, Jingbo Zhou, Leilei Sun, Bowen Du, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Tree Structure-Aware Graph Representation Learning via Integrated Hierarchical Aggregation and Relational Metric Learning.

Ziyue Qiao, Pengyang Wang, Yanjie Fu, Yi Du, Pengfei Wang, Yuanchun Zhou

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

AutoFS: Automated Feature Selection via Diversity-aware Interactive Reinforcement Learning.

Wei Fan, Kunpeng Liu, Hao Liu, Pengyang Wang, Yong Ge, Yanjie Fu

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Reimagining City Configuration: Automated Urban Planning via Adversarial Learning.

Dongjie Wang, Yanjie Fu, Pengyang Wang, Bo Huang, Chang-Tien Lu

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Ambulance Dispatch via Deep Reinforcement Learning.

Kunpeng Liu, Xiaolin Li, Cliff C. Zou, Haibo Huang, Yanjie Fu

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

Collective Embedding with Feature Importance: A Unified Approach for Spatiotemporal Network Embedding.

Dakshak Keerthi Chandra, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Partial Relationship Aware Influence Diffusion via a Multi-channel Encoding Scheme for Social Recommendation.

Bo Jin, Ke Cheng, Liang Zhang, Yanjie Fu, Minghao Yin, Lu Jiang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Representing Urban Forms: A Collective Learning Model with Heterogeneous Human Mobility Data.

Yanjie Fu, Guannan Liu, Yong Ge, Pengyang Wang, Hengshu Zhu, Chunxiao Li, Hui Xiong

IEEE Trans. Knowl. Data Eng., 2019

A trust-aware random walk model for return propensity estimation and consumer anomaly scoring in online shopping.

Xiaolin Li, Yuan Zhuang, Yanjie Fu, Xiangdong He

Sci. China Inf. Sci., 2019

EdgeSense: Edge-Mediated Spatial- Temporal Crowdsensing.

Sijia Yang, Jiang Bian, Licheng Wang, Haojin Zhu, Yanjie Fu, Haoyi Xiong

IEEE Access, 2019

A Neural Influence Diffusion Model for Social Recommendation.

Le Wu, Peijie Sun, Yanjie Fu, Richang Hong, Xiting Wang, Meng Wang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Unifying Inter-region Autocorrelation and Intra-region Structures for Spatial Embedding via Collective Adversarial Learning.

Yunchao Zhang, Yanjie Fu, Pengyang Wang, Xiaolin Li, Yu Zheng

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network.

Junchen Ye, Leilei Sun, Bowen Du, Yanjie Fu, Xinran Tong, Hui Xiong

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Adversarial Substructured Representation Learning for Mobile User Profiling.

Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Automating Feature Subspace Exploration via Multi-Agent Reinforcement Learning.

Kunpeng Liu, Yanjie Fu, Pengfei Wang, Le Wu, Rui Bo, Xiaolin Li

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Beyond Geo-First Law: Learning Spatial Representations via Integrated Autocorrelations and Complementarity.

Jiadi Du, Yunchao Zhang, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Collective Representation Learning on Spatiotemporal Heterogeneous Information Networks.

Dakshak Keerthi Chandra, Pengyang Wang, Jennifer L. Leopold, Yanjie Fu

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

Finding the Key Influences on the House Price by Finite Mixture Model Based on the Real Estate Data in Changchun.

Xin Xu, Zeyu Huang, Jingyi Wu, Yanjie Fu, Na Luo, Weitong Chen, Jianan Wang, Minghao Yin

Proceedings of the Database Systems for Advanced Applications, 2019

Unsupervised Author Disambiguation using Heterogeneous Graph Convolutional Network Embedding.

Ziyue Qiao, Yi Du, Yanjie Fu, Pengfei Wang, Yuanchun Zhou

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Joint Representation Learning for Multi-Modal Transportation Recommendation.

Hao Liu, Ting Li, Renjun Hu, Yanjie Fu, Jingjing Gu, Hui Xiong

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Efficient Region Embedding with Multi-View Spatial Networks: A Perspective of Locality-Constrained Spatial Autocorrelations.

Yanjie Fu, Pengyang Wang, Jiadi Du, Le Wu, Xiaolin Li

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Spotting Trip Purposes from Taxi Trajectories: A General Probabilistic Model.

Pengfei Wang, Guannan Liu, Yanjie Fu, Yuanchun Zhou, Jianhui Li

ACM Trans. Intell. Syst. Technol., 2018

Learning Urban Community Structures: A Collective Embedding Perspective with Periodic Spatial-temporal Mobility Graphs.

Pengyang Wang, Yanjie Fu, Jiawei Zhang, Xiaolin Li, Dan Lin

ACM Trans. Intell. Syst. Technol., 2018

A Multi-Label Multi-View Learning Framework for In-App Service Usage Analysis.

Yanjie Fu, Junming Liu, Xiaolin Li, Hui Xiong

ACM Trans. Intell. Syst. Technol., 2018

SmartTransfer: Modeling the Spatiotemporal Dynamics of Passenger Transfers for Crowdedness-Aware Route Recommendations.

Bowen Du, Yifeng Cui, Yanjie Fu, Runxing Zhong, Hui Xiong

ACM Trans. Intell. Syst. Technol., 2018

SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation.

Le Wu, Peijie Sun, Richang Hong, Yanjie Fu, Xiting Wang, Meng Wang

CoRR, 2018

Fake News Detection with Deep Diffusive Network Model.

Jiawei Zhang, Limeng Cui, Yanjie Fu, Fisher B. Gouza

CoRR, 2018

Ensemble-Spotting: Ranking Urban Vibrancy via POI Embedding with Multi-view Spatial Graphs.

Pengyang Wang, Jiawei Zhang, Guannan Liu, Yanjie Fu, Charu C. Aggarwal

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Modeling the Interaction Coupling of Multi-View Spatiotemporal Contexts for Destination Prediction.

Kunpeng Liu, Pengyang Wang, Jiawei Zhang, Yanjie Fu, Sajal K. Das

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

You Are How You Drive: Peer and Temporal-Aware Representation Learning for Driving Behavior Analysis.

Pengyang Wang, Yanjie Fu, Jiawei Zhang, Pengfei Wang, Yu Zheng, Charu C. Aggarwal

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Representing Urban Functions through Zone Embedding with Human Mobility Patterns.

Zijun Yao, Yanjie Fu, Bin Liu, Wangsu Hu, Hui Xiong

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

De-biasing Covariance-Regularized Discriminant Analysis.

Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dr. Right!: Embedding-Based Adaptively-Weighted Mixture Multi-classification Model for Finding Right Doctors with Healthcare Experience Data.

Xin Xu, Yanjie Fu, Haoyi Xiong, Bo Jin, Xiaolin Li, Shuli Hu, Minghao Yin

Proceedings of the IEEE International Conference on Data Mining, 2018

Privacy-Preserving Multi-task Learning.

Kunpeng Liu, Nitish M. Uplavikar, Wei Jiang, Yanjie Fu

Proceedings of the IEEE International Conference on Data Mining, 2018

RIPA: Real-Time Image Privacy Alert System.

Dakshak Keerthi Chandra, Weerdhawal Chowgule, Yanjie Fu, Dan Lin

Proceedings of the 4th IEEE International Conference on Collaboration and Internet Computing, 2018

CSWA: Aggregation-Free Spatial-Temporal Community Sensing.

Jiang Bian, Haoyi Xiong, Yanjie Fu, Sajal K. Das

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

An efficient data processing framework for mining the massive trajectory of moving objects.

Yuanchun Zhou, Yang Zhang, Yong Ge, Zhenghua Xue, Yanjie Fu, Danhuai Guo, Jing Shao, Tiangang Zhu, Xuezhi Wang, Jianhui Li

Comput. Environ. Urban Syst., 2017

Modeling Buying Motives for Personalized Product Bundle Recommendation.

Guannan Liu, Yanjie Fu, Guoqing Chen, Hui Xiong, Can Chen

ACM Trans. Knowl. Discov. Data, 2017

Intelligent bus routing with heterogeneous human mobility patterns.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Knowl. Inf. Syst., 2017

Efficient karaoke song recommendation via multiple kernel learning approximation.

Chu Guan, Yanjie Fu, Xinjiang Lu, Enhong Chen, Xiaolin Li, Hui Xiong

Neurocomputing, 2017

LATTE: Application Oriented Network Embedding.

Jiawei Zhang, Limeng Cui, Yanjie Fu

CoRR, 2017

Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes.

Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Effective and Real-time In-App Activity Analysis in Encrypted Internet Traffic Streams.

Junming Liu, Yanjie Fu, Jingci Ming, Yong Ren, Leilei Sun, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Unsupervised P2P Rental Recommendations via Integer Programming.

Yanjie Fu, Guannan Liu, Mingfei Teng, Charu C. Aggarwal

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

REMIX: Automated Exploration for Interactive Outlier Detection.

Yanjie Fu, Charu C. Aggarwal, Srinivasan Parthasarathy, Deepak S. Turaga, Hui Xiong

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Incorporating Spatio-Temporal Smoothness for Air Quality Inference.

Xiangyu Zhao, Tong Xu, Yanjie Fu, Enhong Chen, Hao Guo

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder.

Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu, Philip S. Yu

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Multi-party Sparse Discriminant Learning.

Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Social User Profiling: A Social-Aware Topic Modeling Perspective.

Chao Ma, Chen Zhu, Yanjie Fu, Hengshu Zhu, Guiquan Liu, Enhong Chen

Proceedings of the Database Systems for Advanced Applications, 2017

2016

Service Usage Classification with Encrypted Internet Traffic in Mobile Messaging Apps.

Yanjie Fu, Hui Xiong, Xinjiang Lu, Jin Yang, Can Chen

IEEE Trans. Mob. Comput., 2016

Modeling of Geographic Dependencies for Real Estate Ranking.

Yanjie Fu, Hui Xiong, Yong Ge, Yu Zheng, Zijun Yao, Zhi-Hua Zhou

ACM Trans. Knowl. Discov. Data, 2016

Fused latent models for assessing product return propensity in online commerce.

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Xiaolin Li, Guoqing Chen

Decis. Support Syst., 2016

Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis.

Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes

CoRR, 2016

The Impact of Community Safety on House Ranking.

Zijun Yao, Yanjie Fu, Bin Liu, Hui Xiong

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model.

Chu Guan, Yanjie Fu, Xinjiang Lu, Hui Xiong, Enhong Chen, Yingling Liu

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.

Hengshu Zhu, Hui Xiong, Fangshuang Tang, Qi Liu, Yong Ge, Enhong Chen, Yanjie Fu

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

POI Recommendation: A Temporal Matching between POI Popularity and User Regularity.

Zijun Yao, Yanjie Fu, Bin Liu, Yanchi Liu, Hui Xiong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Service Usage Analysis in Mobile Messaging Apps: A Multi-label Multi-view Perspective.

Yanjie Fu, Junming Liu, Xiaolin Li, Xinjiang Lu, Jingci Ming, Chu Guan, Hui Xiong

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Exploiting Human Mobility Patterns for Gas Station Site Selection.

Hongting Niu, Junming Liu, Yanjie Fu, Yanchi Liu, Bo Lang

Proceedings of the Database Systems for Advanced Applications, 2016

2015

A General Geographical Probabilistic Factor Model for Point of Interest Recommendation.

Bin Liu, Hui Xiong, Spiros Papadimitriou, Yanjie Fu, Zijun Yao

IEEE Trans. Knowl. Data Eng., 2015

Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization.

Huayu Li, Hengshu Zhu, Yong Ge, Yanjie Fu, Yuan Ge

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Real Estate Ranking via Mixed Land-use Latent Models.

Yanjie Fu, Guannan Liu, Spiros Papadimitriou, Hui Xiong, Yong Ge, Hengshu Zhu, Chen Zhu

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Station Site Optimization in Bike Sharing Systems.

Junming Liu, Qiao Li, Meng Qu, Weiwei Chen, Jingyuan Yang, Hui Xiong, Hao Zhong, Yanjie Fu

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

A Discovery System for Finding High-Value Homes.

Yanjie Fu, Hui Xiong

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Modeling of Geographic Dependencies for Real Estate Ranking on Site Selection.

Yanjie Fu, Hui Xiong

Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

2014

A New Framework for Traffic Anomaly Detection.

Jinsong Lan, Cheng Long, Raymond Chi-Wing Wong, Youyang Chen, Yanjie Fu, Danhuai Guo, Shuguang Liu, Yong Ge, Yuanchun Zhou, Jianhui Li

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

User Preference Learning with Multiple Information Fusion for Restaurant Recommendation.

Yanjie Fu, Bin Liu, Yong Ge, Zijun Yao, Hui Xiong

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Exploiting geographic dependencies for real estate appraisal: a mutual perspective of ranking and clustering.

Yanjie Fu, Hui Xiong, Yong Ge, Zijun Yao, Yu Zheng, Zhi-Hua Zhou

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Heterogeneous Metric Learning with Content-Based Regularization for Software Artifact Retrieval.

Liang Wu, Liang Du, Bo Liu, Guandong Xu, Yong Ge, Yanjie Fu, Jianhui Li, Yuanchun Zhou, Hui Xiong

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Exploiting Heterogeneous Human Mobility Patterns for Intelligent Bus Routing.

Yanchi Liu, Chuanren Liu, Nicholas Jing Yuan, Lian Duan, Yanjie Fu, Hui Xiong, Songhua Xu, Junjie Wu

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns.

Guannan Liu, Yanjie Fu, Tong Xu, Hui Xiong, Guoqing Chen

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Sparse Real Estate Ranking with Online User Reviews and Offline Moving Behaviors.

Yanjie Fu, Yong Ge, Yu Zheng, Zijun Yao, Yanchi Liu, Hui Xiong, Jing Yuan

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Learning geographical preferences for point-of-interest recommendation.

Bin Liu, Yanjie Fu, Zijun Yao, Hui Xiong

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013