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Published Date

Publication

Serving Models, Fast and Slow:Optimizing Heterogeneous LLM Inferencing Workloads at Scale

Kunal Jain, A. Parayil, Ankur Mallick, Rujia Wang, Renee St. Amant, Chetan Bansal, Victor Ruehle, Saravan Rajmohan, Shashwat Jaiswal, Yogesh Simmhan, Anoop Kulkarni, Steve Kofsky

ACM Sigmetrics 2026 | June 2026

Project

Publication

DroidSpeak: Efficient Context Sharing for Multiple-LLM Inference

Yuhan Liu, Yuyang Huang, Jiayi Yao, Zhuohan Gu, Kuntai Du, Hanchen Li, Yihua Cheng, Junchen Jiang, Shan Lu, Madan Musuvathi, Esha Choukse

NSDI | May 2026

Project

Publication

SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation

Yimu Zhang, Dongqi Han, Yansen Wang, Zhenning Lv, Yu Gu, Dongsheng Li

NeurIPS 2025 | December 2025

Publication

Improved Algorithms for Fair Matroid Submodular Maximization

Sepideh Mahabadi, Sherry Sarkar, Jakub Tarnawski

NeurIPS 2025 | December 2025

Event

20th Women in Machine Learning Workshop (WiML 2025)

Upcoming: December 2, 2025 | San Diego, CA, USA

Publication

Lost in Transmission: When and Why LLMs Fail to Reason Globally

Tobias Schnabel, Kiran Tomlinson, Adith Swaminathan, Jennifer Neville

NeurIPS 2025 | December 2025

NeurIPS Spotlight

Github

Event

NeurIPS 2025

Upcoming: December 2, 2025 – December 7, 2025 | San Diego, CA, USA

Microsoft is pleased to have over 150 accepted papers at NeurIPS 2025, scheduled for December 2–7, 2025, in San Diego, CA, USA.

background pattern gradient: blue to purple to orange

Publication

Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models

Chenrui Cao, Liangcheng Song, Zenan Li, Xinyi Le, Xian Zhang, Hui Xue, Fan Yang

NeurIPS 2025 | December 2025

Publication

MeshAgent: Enabling Reliable Network Management with Large Language Models

Yajie Zhou, Kevin Hsieh, Sathiya Kumaran Mani, Srikanth Kandula, Zaoxing Liu

SIGMETRICS’26 | December 2025

Publication

Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation

Enshu Liu, Qian Chen, Xuefei Ning, Shengen Yan, Guohao Dai, Zinan Lin, Yu Wang

NeurIPS 2025 | December 2025

Artificial Intelligence

Highlights