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6 Result(s)

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  1. No Access

    Chapter and Conference Paper

    All You See Is the Tip of the Iceberg: Distilling Latent Interactions Can Help You Find Treasures

    Recommender systems suffer from data sparsity problem severely, which can be attributed to the combined action of various possible causes like: gradually strengthened privacy protection policies, exposure bias...

    Zhuo Cai, Guan Yuan, **aobao Zhuang, **ao Liu, Rui Bing… in Neural Information Processing (2024)

  2. No Access

    Chapter and Conference Paper

    TPTGAN: Two-Path Transformer-Based Generative Adversarial Network Using Joint Magnitude Masking and Complex Spectral Map** for Speech Enhancement

    In recent studies, conformer is extensively employed in speech enhancement. Nevertheless, it continues to confront the challenge of excessive suppression, especially in human-to-machine communication, attribut...

    Zhaoyi Liu, Zhuohang Jiang, Wendian Luo, Zhuoyao Fan… in Neural Information Processing (2024)

  3. No Access

    Chapter and Conference Paper

    Self-adaptive Inverse Soft-Q Learning for Imitation

    As a powerful method for solving sequential decision problems, imitation learning (IL) aims to generate policy similar to expert behavior by imitating demonstrations. However, the quality of demonstrations dir...

    Zhuo Wang, Quan Liu, **ongzhen Zhang in Neural Information Processing (2024)

  4. No Access

    Chapter and Conference Paper

    ASRCD: Adaptive Serial Relation-Based Model for Cognitive Diagnosis

    Cognitive diagnosis (CD) is a critical task in the education field, aimed at assessing the true concept proficiency of learners. Recent studies have highlighted the significance of concept relations (e.g., co...

    Zhuonan Liang, Dongnan Liu, Yuqing Yang, Caiyun Sun… in Neural Information Processing (2024)

  5. No Access

    Chapter and Conference Paper

    C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling

    Graph neural networks have achieved state-of-the-art performance in various graph based tasks, including classification and regression at both node and graph level. In the context of graph classification, grap...

    Rongji Ye, Lixin Cui, Luca Rossi, Yue Wang… in Graph-Based Representations in Pattern Rec… (2023)

  6. No Access

    Chapter and Conference Paper

    Finding Common RNA Secondary Structures from RNA Sequences

    RNAs (Ribonucleic Acids) play an important role when organisms reproduce themselves. RNAs are single-stranded, however they tend to form higher order structures such as secondary or tertiary structures by fold...

    Zhuozhi Wang, Kaizhong Zhang in Combinatorial Pattern Matching (1999)