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Breaking the Spurious Link: How Causal Models Fix Offline RL鈥檚 Generalization Problem

Researchers developed FOCUS, an offline RL framework that integrates causal structured world models to distinguish true causal relationships from spurious correlations in historical data. Theoretically, this approach tightens generalization error...
25-Apr-2025 9:10 AM EDT Add to Favorites

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Innovative Drone Approach Promises Real-Time Adaptability in Crisis Management

Researchers have developed a drone system that uses blockchain sharding to significantly enhance the speed, security, and real-time coordination of search and rescue missions.
24-Apr-2025 10:20 AM EDT Add to Favorites

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New AI Model Enhances Automated Cybersecurity Testing for Large-Scale Networks

Researchers have developed an innovative AI-driven system that automates and optimizes penetration testing, significantly reducing testing steps while expanding vulnerability assessments for large-scale networks.
23-Apr-2025 5:50 AM EDT Add to Favorites

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New Blockchain Solution Empowers Mobile Data Collection with Fair Rewards and Secure Transactions

Researchers at Shanghai Jiao Tong University have developed CHASER, a blockchain-based incentive system that transforms mobile crowdsensing by leveraging automated smart contracts and advanced encryption to deliver fair compensation, robust data...
21-Apr-2025 6:15 PM EDT Add to Favorites

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Targeted Security Training for Advanced AI Models

Researchers at Wuhan University have introduced Fair Adversarial Training (FairAT), a technique that enhances AI security and fairness by identifying and strengthening vulnerable data points, thereby reducing cyber-attack risks and mitigating...
17-Apr-2025 9:50 AM EDT Add to Favorites

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Innovative Solution Decodes Complex Spatial Descriptions, Boosting Digital Mapping

Researchers at Soochow University have unveiled DPEC, an advanced AI model that uses dual-view prompts and element correlation to significantly enhance spatial relation extraction from text, setting a new benchmark for technologies in autonomous...
16-Apr-2025 8:30 AM EDT Add to Favorites

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New Ground in Cybersecurity: University-Industry Collaboration Introduces a Method for Traceable Privacy Protection

Researchers from Jinan University, Huawei, and ByteDance have developed LTAA-FGAC, an innovative authentication system that balances user privacy with public traceability and fine-grained access control to enhance digital security and accountability.
14-Apr-2025 8:55 AM EDT Add to Favorites

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More Reliable AI: New Method Strengthens Decision-Making with Limited Data

Researchers at Harbin Institute of Technology and Singapore Management University have developed LR-GCN, a method that leverages reinforcement learning, logical reasoning, and advanced graph neural networks to boost AI accuracy by up to 17% on...
11-Apr-2025 10:05 AM EDT Add to Favorites


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