Nus Artificial Intelligence Institute Distributed Language Models Finally, i will outline our roadmap towards “distributed models”, a set of model components that use data with varying levels of restrictions—such as public domain, copyrighted, or unreleasable data—in different capacities, such as for training, as a datastore, or in other ways. Established on 25 march 2024, the institute brings together ai researchers across nus, spanning foundational and applied ai and its societal impacts—combining core research with deep domain expertise to harness ai for the public good.
Nus Artificial Intelligence Institute Fy2025 H1 Seed Grant Call N2cr Learn more about nusail below or get in touch. we work on almost all areas of ai including modeling and representation, reasoning and planning, machine learning and data science, computer vision and natural language processing as well as learning theory. We are always looking for phd students, postdocs and visiting students to join our lab! we are interested in both large language models (llms) and other topics. for more information, please visit our recruitment page for llms and our recruitment page for others. List of computer science courses with video lectures. developer y cs video courses. My research focuses on parameter generation and efficient machine learning. i place an emphasis on exploring simple and baseline approaches to gain insights into the workings of deep learning. until now, my top 5 publications are dnd (neurips 2025), rpg (neurips 2025), p diff (arxiv 2024), pab (iclr 2025), and infobatch (iclr 2024 oral).
From Seeing To Doing Understanding And Interacting With The Real World List of computer science courses with video lectures. developer y cs video courses. My research focuses on parameter generation and efficient machine learning. i place an emphasis on exploring simple and baseline approaches to gain insights into the workings of deep learning. until now, my top 5 publications are dnd (neurips 2025), rpg (neurips 2025), p diff (arxiv 2024), pab (iclr 2025), and infobatch (iclr 2024 oral). Join this nus computing course to learn data analytics, python programming, machine learning, deep learning, generative ai & mlops. designed for professionals, with live sessions, capstone projects & certification from asia’s top university. This paper presents a survey on distributed solutions for various lms, including large language models (llms), vision language models (vlms), multimodal llms (mllms), and small language. It will further establish a common repository of ai tools including statistical models, foundational models, inferencing models, and generative models to support research translation and prototyping efforts. We test it on honor of kings, a globally popular moba game. this paper explores how we could leverage llms in dynamic, complex game environment. we use rl techniques to train the llm to interact with game environment to acquire deep understanding of the underlying game mechanisms.
From Seeing To Doing Understanding And Interacting With The Real World Join this nus computing course to learn data analytics, python programming, machine learning, deep learning, generative ai & mlops. designed for professionals, with live sessions, capstone projects & certification from asia’s top university. This paper presents a survey on distributed solutions for various lms, including large language models (llms), vision language models (vlms), multimodal llms (mllms), and small language. It will further establish a common repository of ai tools including statistical models, foundational models, inferencing models, and generative models to support research translation and prototyping efforts. We test it on honor of kings, a globally popular moba game. this paper explores how we could leverage llms in dynamic, complex game environment. we use rl techniques to train the llm to interact with game environment to acquire deep understanding of the underlying game mechanisms.
From Seeing To Doing Understanding And Interacting With The Real World It will further establish a common repository of ai tools including statistical models, foundational models, inferencing models, and generative models to support research translation and prototyping efforts. We test it on honor of kings, a globally popular moba game. this paper explores how we could leverage llms in dynamic, complex game environment. we use rl techniques to train the llm to interact with game environment to acquire deep understanding of the underlying game mechanisms.