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Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs

Neural Information Processing Systems

Node centralities play a pivotal role in network science, social network analysis, and recommender systems. In temporal data, static path-based centralities like closeness or betweenness can give misleading results about the true importance of nodes in a temporal graph. To address this issue, temporal generalizations of betweenness and closeness have been defined that are based on the shortest time-respecting paths between pairs of nodes.


Representation Noising: A Defence Mechanism Against Harmful Finetuning

Neural Information Processing Systems

Releasing open-source large language models (LLMs) presents a dual-use risk since bad actors can easily fine-tune these models for harmful purposes. Even without the open release of weights, weight stealing and fine-tuning APIs make closed models vulnerable to harmful fine-tuning attacks (HFAs).


Ubisoft cancels projects and announces restructure in fight to stay competitive

The Guardian

Ubisoft, the video games publisher behind the Assassin's Creed series, has cancelled projects and announced a restructuring that will close several studios as a result of several years of weak results and disappointing sales. Ubisoft, the video games publisher behind the Assassin's Creed series, has cancelled projects and announced a restructuring that will close several studios as a result of several years of weak results and disappointing sales. The video game publisher behind the Assassin's Creed series has cancelled six projects including a remake of Prince of Persia: The Sands of Time as it fights to stay competitive in the global gaming market. Ubisoft announced a sweeping reorganisation and said it would cancel six games, sending its shares to their lowest level in more than a decade on Thursday. Ubisoft is abandoning development of six titles, including a highly anticipated remake of Prince of Persia - a series that dates back to 1989 and received an ill-fated Hollywood adaptation in 2010 - and delaying a further seven. Studios in Halifax, Canada and Stockholm are being closed, with restructuring to follow in other countries, it said.