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Algorithms

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Publication

MetroRLHF: Enabling Memory-Effective Training for On-Policy RLHF via Adaptive Sequence Streaming

Wei Cui, Peng Cheng

Efficient Reasoning @ NeurIPS 2025 | December 2025

Publication

Mechanism Design for LLM Fine-tuning with Multiple Reward Models

Haoran Sun, Yurong Chen, Siwei Wang, Xu Chu, Wei Chen, Xiaotie Deng

Neural Information Processing Systems (NeurIPS) 2025 | December 2025

Publication

On the Coordination of Value-Maximizing Bidders

Yanru Guan, Jiahao Zhang, Zhe Feng, Tao Lin

November 2025

Publication

TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers’ Guidance

Jingxian Xu, Mengyu Zhou, Weichang Liu, Hanbing Liu, Shi Han, Dongmei Zhang

The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP ’25) | November 2025

Publication

Attention Enhanced Entity Recommendation for Intelligent Monitoring in Cloud Systems

Fiza Hussain, Anson Bastos, A. Parayil, Ayush Choure, Chetan Bansal, Rujia Wang, Saravan Rajmohan

October 2025

October 2025

Publication

A Unified Approach to Submodular Maximization Under Noise

Kshipra Bhawalkar, Yang Cai, Zhe Feng, Christopher Liaw, Tao Lin

NeurIPS 2025 | October 2025

Publication

Efficient and Near-Optimal Algorithm for General Contextual Dueling Bandits with Offline Regression Oracles

Aadirupa Saha, Robert E. Schapire

NeurIPS 2025 | October 2025

Publication

Parameter-Free Last-Iterate Convergence of Counterfactual Regret Minimization Algorithms

Linjian Meng, Youzhi Zhang, Shangdong Yang, Tianyu Ding, Zhenxing Ge, Wenbin Li, Tianpei Yang, Bo An, Yang Gao

NeurIPS 2025 | October 2025

Tool

Bounded Homopolymer Encoding for DNA Storage

Codec for converting binary strings into DNA-like sequences over the alphabet {A, C, G, T} while guaranteeing that no symbol repeats more than k times consecutively (length k homopolymer run). The repository ships a fast…

Video

Microsoft Research India – The lab culture

September 30, 2025 | P. Anandan, Indrani Medhi Thies, B. Ashok, Sriram Rajamani, Vidhya Yella Reddy, Manik Varma, Kalika Bali, Jayashree Mohan, Venkat Padmanabhan

Watch the founder, former and current leaders, and researchers at the Microsoft Research India lab talk about its unique culture. They reflect on their journeys, growth, and what makes the lab such a great place…

a group of people from the Microsoft Research India Lab posing for a photo

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