Dongsheng Li的肖像

Dongsheng Li

Principal Research Manager

新闻与深度文章

Research Focus -- Week of March 24
微软研究院博客

In this issue, we examine a new conversation segmentation method that delivers more coherent and personalized agent conversation, and we review efforts to improve MLLMs’ understanding of geologic maps. Check out the latest research and other updates.

Diagram illustrating four common neural connectivity patterns in the biological neural networks: Feedforward, Mutual, Lateral, and Feedback. Each pattern consists of circles representing neurons and arrows representing synapses. 
微软研究院博客

| Dongsheng Li, Dongqi Han, 和 Yansen Wang

Researchers and their collaborators are drawing inspiration from the brain to develop more sustainable AI models. Projects like CircuitNet and CPG-PE improve performance and energy efficiency by mimicking the brain's neural patterns.

Decorative graphic with wavy shapes in the background in blues and purples. Text overlay in center left reads: “Research Focus: August 26, 2024”
微软研究院博客

Learn what’s next for AI at Research Forum on Sept. 3;  WizardArena simulates human-annotated chatbot games; MInference speeds pre-filling for long-context LLMs via dynamic sparse attention; Reef: Fast succinct non-interactive zero-knowledge regex proofs.

First page of the "Learning Hierarchical Prompt with Structured Linguistic Knowledge for Language Models" publication to the right of the AAAI conference on a blue and purple gradient background
微软研究院博客

| Xinyang Jiang, Yubin Wang, Dongsheng Li, 和 Cairong Zhao

Using LLMs to create structured graphs of image descriptors can enhance the images generated by visual language models. Learn how structured knowledge can improve prompt tuning for both visual and language comprehension.

A lightbulb-shaped image, set against a background that represents computer circuitry, is divided into seven sections, with a small research-related icon in each section. Moving clockwise from upper right to upper left, the seven icons are a set of scales, a padlock, a badge, two hands clasped in a handshake, a human brain, a group of three people, and a human eye.
微软研究院博客

| Shun Zheng, Jiang Bian, Tie-Yan Liu, Li Zhao, Tao Qin, Yue Wang, Dongsheng Li, Yuqing Yang, 和 Xufang Luo

ICLR (International Conference on Learning Representations) (opens in new tab) is recognized as one of the top conferences in the field of deep learning. Many influential papers on artificial intelligence, statistics, and data science—as well as important application fields such…