数学科学学院学术报告Advancing Generative Models through Topological Perspectives Informed by Discrete Morse Theory明杨(湖北理工学院)时间:2025-11-12 10:30-11:30地点:沙河主楼E806摘要:This presentation explores the innovative intersection of Discrete Morse Theory and generative models, offering a novel topological framework to enhance data generation processes. By leveraging topological insig...
数学科学学院学术报告 A Memory Efficient Randomized Subspace Optimization Method for Training 袁坤 (北京大学) 报告时间:2025年11月11日 星期二 上午10:30-11:30报告地点:沙河校区E806报告摘要:The memory challenges associated with training Large Language Models (LLMs) have become a critical concern, particularly when using the Adam optimizer. To address this issue, numerous memory-efficient tec...
数学科学学院学术报告 Riemannian Optimization and a Riemannian Proximal Newton-CG Method 黄文(厦门大学数学科学学院) 报告时间:2025年11月11日 星期二 上午9:30-10:30报告地点:沙河校区E806报告摘要:Optimization on Riemannian manifolds, also called Riemannian optimization, considers finding an optimum of a real-valued function defined on a Riemannian manifold. Riemannian optimization has been a to...
数学科学学院学术报告Constructions of expander graphs and surfaces沈洋(复旦大学)时间:2025-11-04 16:00—17:00(周二下午)地点:沙河主楼E402 摘要:In this talk, we will review some relative results of spectrums on graphs and hyperbolic surfaces, and introduce a new model of random graphs. Based on the study of such model, we constructed a sequence of non-compact hyperbolic surfaces with unifor...
数学科学学院学术报告 Optimization flows landing on the Stiefel manifold 高斌(中国科学院数学与系统科学研究院) 报告时间:2025年11月4日 星期二 上午10:30-11:30报告地点:沙河校区E806报告摘要:We study a continuous-time system that solves optimization problems over the set of orthonormal matrices, which is also known as the Stiefel manifold. The resulting optimization flow follows a path that is ...
数学科学学院短期课程Almost mathematics in log-perfectoid toric mirror symmetry张秉宇(南丹麦大学)时间:2025.11.04-11.18 14:00—15:00(每周二下午)地点:腾讯会议:686-9079-9616(密码:1024)摘要:In these lectures, I will explain a version of toric mirror symmetry equivalence proposed by D. Vaintrob that relates the category of all topological sheaves and the category of almost quasi-coherent ...