Reinforcement learning with the help of neural-guided search consumes huge computational resources to achieve remarkable performance.

Considering the complex graph structure, are some nodes consistently well-trained and following this principle even with different graph augmentations?

In recent years, deep neural networks (DNNs) have witnessed extensive applications, and protecting their intellectual property (IP) is thus crucial. As a noninvasive way for model IP protection, model fingerprinting has become popular.

Standard federated learning (FL) approaches are vulnerable to the free-rider dilemma: participating agents can contribute little to nothing yet receive a well-trained aggregated model.

Commuters walk along a street on the eve of the India AI Impact Summit 2026 in New Delhi on Sunday. New Delhi - A global artificial intelligence summit kicks off in New Delhi on Monday with big issues on the agenda, from job disruption to child safety, but some attendees warn the broad focus could diminish the chance of concrete commitments from world leaders. While frenzied demand for generative AI has turbocharged profits for many tech companies, anxiety is growing over the risks that it poses to society and the environment. Prime Minister Narendra Modi will on Monday afternoon inaugurate the five-day AI Impact Summit, which aims to declare a shared roadmap for global AI governance and collaboration. In a time of both misinformation and too much information, quality journalism is more crucial than ever. By subscribing, you can help us get the story right.

Chinese technology giant ByteDance has pledged to curb a controversial artificial intelligence (AI) video-making tool, following threats of legal action from Disney and complaints from other entertainment giants. In the last few days, videos made using the latest version of the app Seedance have proliferated online. Many have been lauded for their realism. Disney's lawyers accused ByteDance of committing a virtual smash-and-grab of their intellectual property, including superheroes from Marvel, Star Wars and various cartoons. On Monday ByteDance told the BBC that the company respects intellectual property rights and we have heard the concerns regarding Seedance 2.0.