Tingxuan Chen

Heterogeneous Feature-Aware Graph Neural Network for Tabular Data

Hongxiao Fei, Jinqi Hu, Liu Yang, Tingxuan Chen et autres

cn (code pays fourni par la source)

HTRGN: Hybrid Temporal-Aware and Relation-Enhanced Graph Neural Network for Extrapolation Reasoning in Temporal Knowledge Graphs

Zhenxi Lu, Tingxuan Chen, Jun Long, Zidong Wang et autres

cn (code pays fourni par la source)

Adaptive weighted temporal prototype network for multimodal emotion recognition

Chenhao Li, Wenti Huang, Tingxuan Chen, J.P. Long

cn (code pays fourni par la source)

TCPN: Temporal Pyramidal Recurrent Network with Contrastive Learning for Temporal Knowledge Graph Reasoning

Liu Yang, Zixuan Luo, Tingxuan Chen, Zidong Wang et autres

Temporal Knowledge Graphs (TKGs) serve as crucial tools for representing dynamic changes in the real world. Extrapolation reasoning within TKGs aims to predict entirely unknown future facts based on limited historical data, offering considerable practical value across various fields. However, existing methods …

cn (code pays fourni par la source)

Enhancing Session-Based Recommendation with Hypergraph Motifs and Contrastive Learning

Tingxuan Chen, Yang Liu, Zidong Wang, Guohui Li et autres

Session-based recommendation (SBR) provides personalized recommendations by analyzing the interactions of anonymous session users. Recent approaches based on graph neural networks (GNNs) focus on pairwise relations to infer potential user preferences. However, real-world user interactions are often complex, involving high-order relations that …

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A rule- and query-guided reinforcement learning for extrapolation reasoning in temporal knowledge graphs

Tingxuan Chen, Yang Liu, Zidong Wang, Jun Bo Long

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Hierarchical Text Graph Learning for Inductive Text Classification

Jun Long, Zidong Wang, Tingxuan Chen, Liu Yang

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THCN: A Hawkes Process Based Temporal Causal Convolutional Network for Extrapolation Reasoning in Temporal Knowledge Graphs

Tingxuan Chen, Jun Bo Long, Zidong Wang, Shuai Luo et autres

Temporal Knowledge Graphs (TKGs) serve as indispensable tools for dynamic facts storage and reasoning. However, predicting future facts in TKGs presents a formidable challenge due to the unknowable nature of future facts. Existing temporal reasoning models depend on fact recurrence and periodicity, …

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Dppa2 knockdown-induced differentiation and repressed proliferation of mouse embryonic stem cells

J. Du, Tingxuan Chen, X. Zou, B. Xiong et autres

J. Biochem. 2010; 147(2), 265–71; doi:10.1093/jb/mvp161 The publishers wish to apologize for an erroneous received date in this article. The correct line is as follows: Received August 6, 2009; accepted October 5, 2009; published online October 20, 2009

Dppa2 knockdown-induced differentiation and repressed proliferation of mouse embryonic stem cells

J. Du, Tingxuan Chen, X. Zou, Bo Xiong et autres

Developmental pluripotency-associated 2 (Dppa2) gene is one of the genes recently identified to be expressed specifically in pluripotent cells. To investigate the role of Dppa2 in mouse embryonic stem (ES) cells, we examined its expression during differentiation and performed knockdown of Dppa2 …

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