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Federated Learning on Graphs: New Scenarios, Challenges, and Methods
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Applications of Closed-loop Control in Biomedical Interventions: From Neural Modulation to Diabetes Management
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Learning Structured Knowledge from Real-World Data without Excessive Annotations
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Cell type identification in single-cell genomics and its applications
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Interpretable and Interactive Representation Learning on Geometric Data
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The Applications of Alternating Minimization Algorithms on Deep Learning Models
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Mining User Generated Content: Addressing Data Scarcity in Filtering Tasks
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Knowledge-Aware User Intent Inference for Web Search and Conversational Agents
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