Yanyan Shen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 187

Top Venues

University of New South Wales, Sydney, Australia (PHD)

Education History

University of New South Wales, Sydney, Australia

PHD

Publications

Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang
MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. AAAI (2024)
Lifan Zhao, Yanyan Shen
Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. CoRR (2024)
Lifan Zhao, Yanyan Shen
Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators. ICLR (2024)
Qiyu Liu, Maocheng Li, Yuxiang Zeng, Yanyan Shen, Lei Chen
How Good Are Multi-dimensional Learned Indices? An Experimental Survey. CoRR (2024)
Yanyan Shen, Chun-Jie Wang, Weilin Zang, Liang Xue, Bo Yang, Xinping Guan
Outage Constrained Max-Min Secrecy Rate Optimization for IRS-Aided SWIPT Systems With Artificial Noise. IEEE Internet Things J. 11 (6) (2024)
Jiale Deng, Yanyan Shen
Self-Interpretable Graph Learning with Sufficient and Necessary Explanations. AAAI (2024)
Shihong Gao, Yiming Li, Yanyan Shen, Yingxia Shao, Lei Chen
ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs. Proc. VLDB Endow. 17 (5) (2024)
Jinyong Fan, Yanyan Shen
StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting. AAAI (2024)
Yihang Dong, Xuhang Chen, Yanyan Shen, Michael Kwok-Po Ng, Tao Qian, Shuqiang Wang
Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. CoRR (2024)
Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically. Proc. ACM Manag. Data 2 (1) (2024)
Shihong Gao, Yiming Li, Xin Zhang, Yanyan Shen, Yingxia Shao, Lei Chen
SIMPLE: Efficient Temporal Graph Neural Network Training at Scale with Dynamic Data Placement. Proc. ACM Manag. Data 2 (3) (2024)
Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. AAAI (2023)
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract). IJCAI (2023)
Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. CoRR (2023)
Zhikai Wang, Yanyan Shen
Incremental Learning for Multi-Interest Sequential Recommendation. ICDE (2023)
Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
Rainfall Spatial Interpolation with Graph Neural Networks. DASFAA (4) (2023)
Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan
Orca: Scalable Temporal Graph Neural Network Training with Theoretical Guarantees. Proc. ACM Manag. Data 1 (1) (2023)
Guoli Huang, Xuhang Chen, Yanyan Shen, Shuqiang Wang
MR Image Super-Resolution Using Wavelet Diffusion for Predicting Alzheimer's Disease. BI (2023)
Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin
Feature Staleness Aware Incremental Learning for CTR Prediction. IJCAI (2023)
Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang
MASTER: Market-Guided Stock Transformer for Stock Price Forecasting. CoRR (2023)
Jia Li, Yanyan Shen, Lei Chen, Charles Wang Wai Ng
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation. Proc. ACM Manag. Data 1 (2) (2023)
Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-up Cold Users via Meta-learning Residual User Preferences in CTR Prediction. ACM Trans. Inf. Syst. 41 (3) (2023)
Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen
Human-in-the-Loop Vehicle ReID. AAAI (2023)
Weiheng Yao, Yanyan Shen, Fred Nicolls, Shuqiang Wang
Conditional Diffusion Model-Based Data Augmentation for Alzheimer's Prediction. NCAA (1) (2023)
Lifan Zhao, Shuming Kong, Yanyan Shen
DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. KDD (2023)
Shuming Kong, Weiyu Cheng, Yanyan Shen, Linpeng Huang
AutoSrh: An Embedding Dimensionality Search Framework for Tabular Data Prediction. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yanyan Shen, Weiran Luo, Shuqiang Wang, Xiaoxia Huang
Average AoI minimization for data collection in UAV-enabled IoT backscatter communication systems with the finite blocklength regime. Ad Hoc Networks 145 (2023)
Yiming Li, Yanyan Shen, Lei Chen, Mingxuan Yuan
Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank. Proc. VLDB Endow. 16 (6) (2023)
Wenchao Liu, Zhenzhen Jin, Xuhui Zhang, Weilin Zang, Shuqiang Wang, Yanyan Shen
AoI-Aware UAV-Enabled Marine MEC Networks with Integrated Sensing, Computation, and Communication. ICCC Workshops (2023)
Liping Wang, Jiawei Li, Lifan Zhao, Zhizhuo Kou, Xiaohan Wang, Xinyi Zhu, Hao Wang, Yanyan Shen, Lei Chen
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey. CoRR (2023)
Wen Yu, Baiying Lei, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Yanyan Shen, Michael K. Ng
Morphological Feature Visualization of Alzheimer's Disease via Multidirectional Perception GAN. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network. CoRR (2023)
Liping Wang, Yanyan Shen, Lei Chen
TE-DyGE: Temporal Evolution-Enhanced Dynamic Graph Embedding Network. DASFAA (3) (2023)
Xinyi Zhu, Hao Xin, Yanyan Shen, Lei Chen
HIT - An Effective Approach to Build a Dynamic Financial Knowledge Base. DASFAA (2) (2023)
Wenchao Liu, Junyu Wang, Huijun Xing, Zhenzhen Jin, Xuhui Zhang, Yanyan Shen
Blockchain-Empowered Space-Air-Ground Integrated Networks for Remote Internet of Things. ICCC (2023)
Lifan Zhao, Shuming Kong, Yanyan Shen
DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting. CoRR (2023)
Xin Zhang, Yanyan Shen, Yingxia Shao, Lei Chen
DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU. Proc. ACM Manag. Data 1 (2) (2023)
Qiqi Zhou, Yanyan Shen, Lei Chen
Narrow the Input Mismatch in Deep Graph Neural Network Distillation. KDD (2023)
Liang Xue, Xuan Gong, Yanyan Shen, Balaji Panchal, Chun-Jie Wang, Yan-Long Wang
Resource Configuration for Throughput Maximization in UAV-WPCN With Intelligent Reflecting Surface. IEEE Access 11 (2023)
Xujia Li, Yuan Li, Xueying Mo, Hebing Xiao, Yanyan Shen, Lei Chen
Diga: Guided Diffusion Model for Graph Recovery in Anti-Money Laundering. KDD (2023)
Senrong You, Baiying Lei, Shuqiang Wang, Charles K. Chui, Albert C. Cheung, Yong Liu, Min Gan, Guo-Cheng Wu, Yanyan Shen
Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Zhixin Liu, Junxiao Qi, Yanyan Shen, Kai Ma, Xinping Guan
Maximizing Energy Efficiency in UAV-Assisted NOMA-MEC Networks. IEEE Internet Things J. 10 (24) (2023)
Bowen Hu, Yanyan Shen, Guocheng Wu, Shuqiang Wang
SRT: Shape Reconstruction Transformer for 3D Reconstruction of Point Cloud from 2D MRI. ICMLC (2022)
Xuhui Zhang, Huijun Xing, Weilin Zang, Zhenzhen Jin, Yanyan Shen
Cybertwin-Driven Multi-Intelligent Reflecting Surfaces aided Vehicular Edge Computing Leveraged by Deep Reinforcement Learning. VTC Fall (2022)
Shitao Xiao, Yingxia Shao, Yawen Li, Hongzhi Yin, Yanyan Shen, Bin Cui
LECF: recommendation via learnable edge collaborative filtering. Sci. China Inf. Sci. 65 (1) (2022)
Runjin Chen, Tong Li, Yanyan Shen, Luyu Qiu, Kaidi Li, Caleb Chen Cao
GCF-RD: A Graph-based Contrastive Framework for Semi-Supervised Learning on Relational Databases. CIKM (2022)
Yanyan Shen, Baoyuan Ou, Ranzhen Li
MBN: Towards Multi-Behavior Sequence Modeling for Next Basket Recommendation. ACM Trans. Knowl. Discov. Data 16 (5) (2022)
Qiyu Liu, Yanyan Shen, Lei Chen
HAP: An Efficient Hamming Space Index Based on Augmented Pigeonhole Principle. SIGMOD Conference (2022)
Shuqiang Wang, Zhuo Chen, Senrong You, Bingchuan Wang, Yanyan Shen, Baiying Lei
Brain stroke lesion segmentation using consistent perception generative adversarial network. Neural Comput. Appl. 34 (11) (2022)
Heng Kong, Junren Pan, Yanyan Shen, Shuqiang Wang
Adversarial Learning Based Structural Brain-Network Generative Model for Analyzing Mild Cognitive Impairment. PRCV (2) (2022)
Xingyu Su, Yanyan Shen
Tab-HGNN: Learning Column Representation with Heterogeneous Graph Neural Network for Web Table Interpretation. Big Data (2022)
Zi Huang, Yanyan Shen, Divesh Srivastava
Special issue on responsible data management and data science. VLDB J. 31 (5) (2022)
Shuming Kong, Yanyan Shen, Linpeng Huang
Resolving Training Biases via Influence-based Data Relabeling. ICLR (2022)
Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao
SANCUS: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks. Proc. VLDB Endow. 15 (9) (2022)
Changwei Gong, Changhong Jing, Yanyan Shen, Shuqiang Wang
Dynamic Community Detection via Adversarial Temporal Graph Representation Learning. CoRR (2022)
Xin Zhang, Yanyan Shen, Lei Chen
Feature-Oriented Sampling for Fast and Scalable GNN Training. ICDM (2022)
Changwei Gong, Changhong Jing, Yanyan Shen, Shuqiang Wang
Dynamic Community Detection via Adversarial Temporal Graph Representation Learning. NCAA (2) (2022)
Shengye Hu, Baiying Lei, Shuqiang Wang, Yong Wang, Zhiguang Feng, Yanyan Shen
Bidirectional Mapping Generative Adversarial Networks for Brain MR to PET Synthesis. IEEE Trans. Medical Imaging 41 (1) (2022)
Shuqiang Wang, Xiangyu Wang, Yanyan Shen, Bing He, Xinyan Zhao, Prudence Wing-Hang Cheung, Jason Pui Yin Cheung, Keith Dip-Kei Luk, Yong Hu
An Ensemble-Based Densely-Connected Deep Learning System for Assessment of Skeletal Maturity. IEEE Trans. Syst. Man Cybern. Syst. 52 (1) (2022)
Wen Yu, Baiying Lei, Michael K. Ng, Albert C. Cheung, Yanyan Shen, Shuqiang Wang
Tensorizing GAN With High-Order Pooling for Alzheimer's Disease Assessment. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Zhikai Wang, Yanyan Shen
Time-aware Multi-interest Capsule Network for Sequential Recommendation. SDM (2022)
Senrong You, Yanyan Shen, Guocheng Wu, Shuqiang Wang
Brain MR Images Super-Resolution with the Consistent Features. ICMLC (2022)
Yiming Li, Yanyan Shen, Lei Chen
Camel: Managing Data for Efficient Stream Learning. SIGMOD Conference (2022)
Yanyan Shen, Lifan Zhao, Weiyu Cheng, Zibin Zhang, Wenwen Zhou, Kangyi Lin
RESUS: Warm-Up Cold Users via Meta-Learning Residual User Preferences in CTR Prediction. CoRR (2022)
Liujun Wang, Yanyan Shen
BOUNCE: An Efficient Selective Enumeration Approach for Nested Named Entity Recognition. APWeb/WAIM (2) (2021)
Junren Pan, Baiying Lei, Shuqiang Wang, Bingchuan Wang, Yong Liu, Yanyan Shen
DecGAN: Decoupling Generative Adversarial Network detecting abnormal neural circuits for Alzheimer's disease. CoRR (2021)
Qiankun Zuo, Baiying Lei, Shuqiang Wang, Yong Liu, Bingchuan Wang, Yanyan Shen
A Prior Guided Adversarial Representation Learning and Hypergraph Perceptual Network for Predicting Abnormal Connections of Alzheimer's Disease. CoRR (2021)
Xuhui Zhang, Yanyan Shen, Bo Yang, Weilin Zang, Shuqiang Wang
DRL based Data Offloading for Intelligent Reflecting Surface Aided Mobile Edge Computing. WCNC (2021)
Runjin Chen, Yanyan Shen, Dongxiang Zhang
GNEM: A Generic One-to-Set Neural Entity Matching Framework. WWW (2021)
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction. PRCV (2) (2021)
Zhixin Liu, Meihua Zhou, Yanyan Shen, Yazhou Yuan, Kit Yan Chan, Yi Yang
Robust energy efficient maximization in wireless powered CRNs based on power splitting. Comput. Networks 195 (2021)
Wen Yu, Baiying Lei, Yanyan Shen, Shuqiang Wang, Yong Liu, Zhiguang Feng, Yong Hu, Michael K. Ng
Morphological feature visualization of Alzheimer's disease via Multidirectional Perception GAN. CoRR (2021)
Jingshu Peng, Yanyan Shen, Lei Chen
GraphANGEL: Adaptive aNd Structure-Aware Sampling on Graph NEuraL Networks. ICDM (2021)
Jia Li, Shimin Di, Yanyan Shen, Lei Chen
FluxEV: A Fast and Effective Unsupervised Framework for Time-Series Anomaly Detection. WSDM (2021)
Hao Wang, Yanyan Shen, Shan Wu, Shuqiang Wang
Resource Allocation and Trajectory Optimization for UAV Assisted Mobile Edge Computing Systems with Energy Harvesting. NCAA (2021)
Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
ETO: Accelerating Optimization of DNN Operators by High-Performance Tensor Program Reuse. Proc. VLDB Endow. 15 (2) (2021)
Yanyan Shen, Anh Dinh, H. V. Jagadish
Introduction to the Special Issue on Data Science for Next Generation Big Data. Trans. Data Sci. 2 (4) (2021)
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction. PRCV (3) (2021)
Yanyan Shen, Khashayar Khorasani
Fault Diagnosis of Nonlinear Systems using a Hybrid-Degree Dual Cubature-based Estimation Scheme. CDC (2021)
Xujia Li, Yanyan Shen, Lei Chen
Mcore: Multi-Agent Collaborative Learning for Knowledge-Graph-Enhanced Recommendation. ICDM (2021)
Yiming Li, Yanyan Shen, Lei Chen
Palette: Towards Multi-source Model Selection and Ensemble for Reuse. ICDE (2021)
Qiankun Zuo, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
Multimodal Representations Learning and Adversarial Hypergraph Fusion for Early Alzheimer's Disease Prediction. CoRR (2021)
Yanyan Shen, Khashayar Khorasani
Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme. CoRR (2021)
Xuhui Zhang, Weiran Luo, Yanyan Shen, Shuqiang Wang
Average AoI Minimization in UAV-Assisted IoT Backscatter Communication Systems with Updated Information. SmartWorld/SCALCOM/UIC/ATC/IOP/SCI (2021)
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis. PRCV (3) (2021)
Junren Pan, Baiying Lei, Yanyan Shen, Yong Liu, Zhiguang Feng, Shuqiang Wang
Characterization Multimodal Connectivity of Brain Network by Hypergraph GAN for Alzheimer's Disease Analysis. CoRR (2021)
Xian Zhou, Yanyan Shen, Linpeng Huang, Tianzi Zang, Yanmin Zhu
Multi-Level Attention Networks for Multi-Step Citywide Passenger Demands Prediction. IEEE Trans. Knowl. Data Eng. 33 (5) (2021)
Shuqiang Wang, Xiangyu Wang, Yong Hu, Yanyan Shen, Zhile Yang, Min Gan, Baiying Lei
Diabetic Retinopathy Diagnosis Using Multichannel Generative Adversarial Network With Semisupervision. IEEE Trans Autom. Sci. Eng. 18 (2) (2021)
Weiyu Cheng, Yanyan Shen, Linpeng Huang, Yanmin Zhu
Dual-Embedding based Deep Latent Factor Models for Recommendation. ACM Trans. Knowl. Discov. Data 15 (5) (2021)
Weiran Luo, Yanyan Shen, Bo Yang, Shuqiang Wang, Xinping Guan
Joint 3-D Trajectory and Resource Optimization in Multi-UAV-Enabled IoT Networks With Wireless Power Transfer. IEEE Internet Things J. 8 (10) (2021)
Qiyu Liu, Yanyan Shen, Lei Chen
LHist: Towards Learning Multi-dimensional Histogram for Massive Spatial Data. ICDE (2021)
Bowen Hu, Baiying Lei, Yanyan Shen, Yong Liu, Shuqiang Wang
A Point Cloud Generative Model via Tree-Structured Graph Convolutions for 3D Brain Shape Reconstruction. CoRR (2021)
Zhuo Chen, Shuqiang Wang, Yong Hu, Huiyu Zhou, Yanyan Shen, Xiang Li
Cervical Spondylotic Myelopathy Segmentation Using Shape-Aware U-net. NCAA (2021)
Yingxia Shao, Yanyan Shen, Bin Cui, Jeffrey Xu Yu
DASFAA 20202 Special Issue Editorial. Data Sci. Eng. 5 (4) (2020)
Hao Liu, Linpeng Huang, Yanmin Zhu, Yanyan Shen
LibreKV: A Persistent in-Memory Key-Value Store. IEEE Trans. Emerg. Top. Comput. 8 (4) (2020)
Dongxiang Zhang, Yuyang Nie, Sai Wu, Yanyan Shen, Kian-Lee Tan
Multi-Context Attention for Entity Matching. WWW (2020)
Kaixing Dong, Bowen Zhang, Yanyan Shen, Yanmin Zhu, Jiadi Yu
GAT: A Unified GPU-Accelerated Framework for Processing Batch Trajectory Queries. IEEE Trans. Knowl. Data Eng. 32 (1) (2020)
Liang Xue, Ying Liu, Yanyan Shen, Xiaoxia Huang, Kyung Sup Kwak
Resource configuration for minimizing source energy consumption in multi-carrier networks with energy harvesting relay and data-rate guarantee. Comput. Commun. 149 (2020)
Jingzhi Fang, Yanyan Shen, Yue Wang, Lei Chen
Optimizing DNN Computation Graph using Graph Substitutions. Proc. VLDB Endow. 13 (11) (2020)
Qiyu Liu, Libin Zheng, Yanyan Shen, Lei Chen
Finish Them on the Fly: An Incentive Mechanism for Real-Time Spatial Crowdsourcing. DASFAA (2) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yanyan Shen