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IEEE-TLT Special Issue on Artificial Intelligence Empowered Entrepreneurship Education and Lifelong Learning Journal
创刊日期: 2024,
Authors:  Pengyang Wang;  Minghao Yin;  Enhong Chen;  Xiaoyan Chu;  Daniel Novak; et al.
Favorite |  | Submit date：2024/08/28
FedGCS: A Generative Framework for Effcient Client Selection in Federated Learning via Gradient-based Optimization Conference paper
ZHIYUAN NING, CHUNLIN TIAN, MENG XIAO, WEI FAN, PENGYANG WANG, LI LI, PENGFEI WANG, YUANCHUN ZHOU. FedGCS: A Generative Framework for Effcient Client Selection in Federated Learning via Gradient-based Optimization[C], 2024.
Authors:  ZHIYUAN NING;  CHUNLIN TIAN;  MENG XIAO;  WEI FAN;  PENGYANG WANG; et al.
Favorite |  | Submit date：2024/08/28
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffc Speed Prediction Conference paper
YICHENG ZHOU, PENGFEI WANG, HAO DONG, DENGHUI ZHANG, DINGQI YANG, YANJIE FU, WANG PENGYANG. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffc Speed Prediction[C], 2024.
Authors:  YICHENG ZHOU;  PENGFEI WANG;  HAO DONG;  DENGHUI ZHANG;  DINGQI YANG; et al.
Favorite |  | Submit date：2024/08/28
Decoupled Invariant Attention Network for Multivariate Time-series Forecasting Conference paper
HAIHUA XU, WEI FAN, KUN YI, PENGYANG WANG. Decoupled Invariant Attention Network for Multivariate Time-series Forecasting[C]:International Joint Conferences on Artificial Intelligence, 2024, 2487-2495.
Authors:  HAIHUA XU;  WEI FAN;  KUN YI;  PENGYANG WANG
Favorite | TC[Scopus]:0 | Submit date：2024/08/28
Data Mining  
Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows Conference paper
XUANMING HU, WEI FAN, HAIFENG CHEN, PENGYANG WANG, YANJIE FU. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows[C]:International Joint Conferences on Artificial Intelligence, 2024, 2063-2071.
Authors:  XUANMING HU;  WEI FAN;  HAIFENG CHEN;  PENGYANG WANG;  YANJIE FU
Favorite | TC[Scopus]:0 | Submit date：2024/08/28
Data Mining  
DyGKT: Dynamic Graph Learning for Knowledge Tracing Conference paper
KE CHENG, LINZHI PENG, PENGYANG WANG, JUNCHEN YE, LEILEI SUN, BOWEN DU. DyGKT: Dynamic Graph Learning for Knowledge Tracing[C], New York, NY, USA:Association for Computing Machinery, 2024, 409-420.
Authors:  KE CHENG;  LINZHI PENG;  PENGYANG WANG;  JUNCHEN YE;  LEILEI SUN; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/08/28
Dynamic Graph  Educational Data Mining  Graph Neural Networks  Knowledge Tracing  
Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation Conference paper
LU JIANG, YANAN XIAO, XINXIN ZHAO, YUANBO XU, SHULI HU, PENGYANG WANG, MINGHAO YIN. Hierarchical Reinforcement Learning on Multi-Channel Hypergraph Neural Network for Course Recommendation[C]:International Joint Conferences on Artificial Intelligence, 2024, 2099-2107.
Authors:  LU JIANG;  YANAN XIAO;  XINXIN ZHAO;  YUANBO XU;  SHULI HU; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/28
Data Mining  
Hierarchical Reinforcement Learning for Point of Interest Recommendation Conference paper
YANAN XIAO, LU JIANG, KUNPENG LIU, YUANBO XU, PENGYANG WANG, MINGHAO YIN. Hierarchical Reinforcement Learning for Point of Interest Recommendation[C]:International Joint Conferences on Artificial Intelligence, 2024, 2460-2468.
Authors:  YANAN XIAO;  LU JIANG;  KUNPENG LIU;  YUANBO XU;  PENGYANG WANG; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/08/28
Data Mining  
Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction Journal article
Yuhuan Lu, Dingqi Yang, Pengyang Wang, Paolo Rosso, Philippe Cudre-Mauroux. Schema-Aware Hyper-Relational Knowledge Graph Embeddings for Link Prediction[J]. IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36(6), 2614-2628.
Authors:  Yuhuan Lu;  Dingqi Yang;  Pengyang Wang;  Paolo Rosso;  Philippe Cudre-Mauroux
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2023/12/13
Hyper-relation  Knowledge Graph Embedding  Link Prediction  Schema  
TRIMLP: A Foundational MLP-like Architecture for Sequential Recommendation Journal article
YIHENG JIANG, YUANBO XU, YONGJIAN YANG, FUNING YANG, PENGYANG WANG, CHAOZHUO LI, FUZHEN ZHUANG, HUI XIONG. TRIMLP: A Foundational MLP-like Architecture for Sequential Recommendation[J]. ACM Transactions on Information Systems, 2024.
Authors:  YIHENG JIANG;  YUANBO XU;  YONGJIAN YANG;  FUNING YANG;  PENGYANG WANG; et al.
Favorite |   IF:5.4/6.0 | Submit date：2024/08/28