Vol. 2 No. 2 (2026): 2026 International Symposium on AI for Science and Interdisciplinary Discovery (ASID 2026)

Articles

• Dynamic Portfolio Construction in High-Frequency Markets Using Microstructure-Aware Deep Temporal Models

  Xiaoyi Meng (Author)

  1-6

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• G-MATCH: Graph-Structured Memory with Interpretable Motif Matching for Future Node Affinity Prediction

  Weijue Huang (Author)

  7-17

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• Explainable Risk Stratification for Polypharmacy-Related Adverse Outcomes in Community-Dwelling Elderly: A Rule-Enhanced Machine Learning Approach

  Yijie Wang (Author)

  18-31

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• Performance Benchmarking and Optimization Strategies for Depth Estimation Algorithms in Unstructured Environments

  Yuhan Li (Author)

  32-43

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• Privacy-Preserving Federated Learning for Collaborative Risk Monitoring Across Financial Institutions: Balancing Regulatory Compliance and Intelligence Sharing

  Minju Zhong (Author)

  44-54

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• Evaluation of Differential Privacy and Federated Learning for AI-Driven Customer Service Applications

  Yajing Zhang (Author)

  55-66

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• System Architecture Design of Cloud Platforms for Large-Scale Data Processing

  Peiyilin Shen (Author)

  67-77

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• Fairness-Aware Credit Evaluation: Bias Detection and Mitigation Techniques for Inclusive Lending Practices

  Zhi Luo (Author)

  78-89

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• Rethinking Fair Use in the Age of AIGC: Balancing Copyright Protection and Technological Innovation

  Qianwen Zhu (Author)

  90-101

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