Shen, Yanyan

22 publications

ICML 2025 In-Context Adaptation to Concept Drift for Learned Database Operations Jiaqi Zhu, Shaofeng Cai, Yanyan Shen, Gang Chen, Fang Deng, Beng Chin Ooi

NeurIPS 2025 Influence Guided Context Selection for Effective Retrieval-Augmented Generation Jiale Deng, Yanyan Shen, Ziyuan Pei, Youmin Chen, Linpeng Huang

NeurIPS 2025 Less Is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning Lifan Zhao, Yanyan Shen, Zhaoyang Liu, Xue Wang, Jiaji Deng

AAAI 2024 MASTER: Market-Guided Stock Transformer for Stock Price Forecasting Tong Li, Zhaoyang Liu, Yanyan Shen, Xue Wang, Haokun Chen, Sen Huang

ICLR 2024 Rethinking Channel Dependence for Multivariate Time Series Forecasting: Learning from Leading Indicators Lifan Zhao, Yanyan Shen

AAAI 2024 Self-Interpretable Graph Learning with Sufficient and Necessary Explanations Jiale Deng, Yanyan Shen

AAAI 2024 StockMixer: A Simple yet Strong MLP-Based Architecture for Stock Price Forecasting Jinyong Fan, Yanyan Shen

IJCAI 2023 Feature Staleness Aware Incremental Learning for CTR Prediction Zhikai Wang, Yanyan Shen, Zibin Zhang, Kangyi Lin

AAAI 2023 Human-in-the-Loop Vehicle ReID Zepeng Li, Dongxiang Zhang, Yanyan Shen, Gang Chen

IJCAI 2023 Sancus: Staleness-Aware Communication-Avoiding Full-Graph Decentralized Training in Large-Scale Graph Neural Networks (Extended Abstract) Jingshu Peng, Zhao Chen, Yingxia Shao, Yanyan Shen, Lei Chen, Jiannong Cao

AAAI 2023 Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network Tong Li, Jiale Deng, Yanyan Shen, Luyu Qiu, Yongxiang Huang, Caleb Chen Cao

ICLR 2022 Resolving Training Biases via Influence-Based Data Relabeling Shuming Kong, Yanyan Shen, Linpeng Huang

AAAI 2020 Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions Weiyu Cheng, Yanyan Shen, Linpeng Huang

IJCAI 2020 Intent Preference Decoupling for User Representation on Online Recommender System Zhaoyang Liu, Haokun Chen, Fei Sun, Xu Xie, Jinyang Gao, Bolin Ding, Yanyan Shen

IJCAI 2019 Learning Shared Vertex Representation in Heterogeneous Graphs with Convolutional Networks for Recommendation Yanan Xu, Yanmin Zhu, Yanyan Shen, Jiadi Yu

IJCAI 2019 Recurrent Neural Network for Text Classification with Hierarchical Multiscale Dense Connections Yi Zhao, Yanyan Shen, Junjie Yao

ACML 2018 A Data Driven Approach to Predicting Rating Scores for New Restaurants Xiaochen Wang, Yanyan Shen, Yanmin Zhu

AAAI 2018 A Neural Attention Model for Urban Air Quality Inference: Learning the Weights of Monitoring Stations Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang

IJCAI 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics Jinyang Gao, Beng Chin Ooi, Yanyan Shen, Wang-Chien Lee

IJCAI 2018 DELF: A Dual-Embedding Based Deep Latent Factor Model for Recommendation Weiyu Cheng, Yanyan Shen, Yanmin Zhu, Linpeng Huang

IJCAI 2018 Refine or Represent: Residual Networks with Explicit Channel-Wise Configuration Yanyan Shen, Jinyang Gao

ACML 2018 Stock Price Prediction Using Attention-Based Multi-Input LSTM Hao Li, Yanyan Shen, Yanmin Zhu