Yanyan Shen
Shanghai Jiao Tong University
H-index: 24
Asia-China
Top articles of Yanyan Shen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators | arXiv preprint arXiv:2401.17548 | Lifan Zhao Yanyan Shen | 2024/1/31 |
STile: Searching Hybrid Sparse Formats for Sparse Deep Learning Operators Automatically | Proceedings of the ACM on Management of Data | Jingzhi Fang Yanyan Shen Yue Wang Lei Chen | 2024/3/26 |
Master: Market-guided stock transformer for stock price forecasting | Proceedings of the AAAI Conference on Artificial Intelligence | Tong Li Zhaoyang Liu Yanyan Shen Xue Wang Haokun Chen | 2024/3/25 |
StockMixer: A Simple Yet Strong MLP-Based Architecture for Stock Price Forecasting | Proceedings of the AAAI Conference on Artificial Intelligence | Jinyong Fan Yanyan Shen | 2024/3/24 |
Orca: Scalable Temporal Graph Neural Network Training with Theoretical Guarantees | Proceedings of the ACM on Management of Data | Yiming Li Yanyan Shen Lei Chen Mingxuan Yuan | 2023/5/30 |
RESUS: Warm-up cold users via meta-learning residual user preferences in CTR prediction | ACM Transactions on Information Systems | Yanyan Shen Lifan Zhao Weiyu Cheng Zibin Zhang Wenwen Zhou | 2023/2/7 |
DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting | Lifan Zhao Shuming Kong Yanyan Shen | 2023/8/6 | |
Feature staleness aware incremental learning for CTR prediction | Zhikai Wang Yanyan Shen Zibin Zhang Kangyi Lin | 2023/8/19 | |
TE-DyGE: Temporal Evolution-Enhanced Dynamic Graph Embedding Network | Liping Wang Yanyan Shen Lei Chen | 2023/4/15 | |
Towards fine-grained explainability for heterogeneous graph neural network | Proceedings of the AAAI Conference on Artificial Intelligence | Tong Li Jiale Deng Yanyan Shen Luyu Qiu Huang Yongxiang | 2023/6/26 |
Zebra: When Temporal Graph Neural Networks Meet Temporal Personalized PageRank | Proceedings of the VLDB Endowment | Yiming Li Yanyan Shen Lei Chen Mingxuan Yuan | 2023/2/1 |
Human-in-the-loop vehicle ReID | Proceedings of the AAAI Conference on Artificial Intelligence | Zepeng Li Dongxiang Zhang Yanyan Shen Gang Chen | 2023/6/26 |
Rainfall Spatial Interpolation with Graph Neural Networks | Jia Li Yanyan Shen Lei Chen Charles Wang Wai Ng | 2023/4/14 | |
Methods for Acquiring and Incorporating Knowledge into Stock Price Prediction: A Survey | Liping Wang Jiawei Li Lifan Zhao Zhizhuo Kou Xiaohan Wang | 2023/8/9 | |
DUCATI: A Dual-Cache Training System for Graph Neural Networks on Giant Graphs with the GPU | Proceedings of the ACM on Management of Data | Xin Zhang Yanyan Shen Yingxia Shao Lei Chen | 2023/6/20 |
HIT-An Effective Approach to Build a Dynamic Financial Knowledge Base | Xinyi Zhu Hao Xin Yanyan Shen Lei Chen | 2023/4/14 | |
Narrow the Input Mismatch in Deep Graph Neural Network Distillation | Qiqi Zhou Yanyan Shen Lei Chen | 2023/8/6 | |
SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation | Proceedings of the ACM on Management of Data | Jia Li Yanyan Shen Lei Chen Charles Wang Wai Ng | 2023/6/20 |
Diga: Guided diffusion model for graph recovery in anti-money laundering | Xujia Li Yuan Li Xueying Mo Hebing Xiao Yanyan Shen | 2023/8/6 | |
Incremental learning for multi-interest sequential recommendation | Zhikai Wang Yanyan Shen | 2023/4/3 |
