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Published Date

Publication

Offline Learning for Combinatorial Multi-armed Bandits

Xutong Liu, Xiangxiang Dai, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C.S. Lui, Wei Chen

Proceedings of the 42nd International Conference on Machine Learning (ICML) | July 2025

Publication

Graph-Based Algorithms for Diverse Similarity Search

Piyush Anand, Piotr Indyk, Ravishankar Krishnaswamy, Sepideh Mahabadi, Vikas C. Raykar, Kiran Shiragur, Haike Xu

ICML 2025 | July 2025

Publication

Guessing Efficiently for Constrained Subspace Approximation

Aditya Bhaskara, Sepideh Mahabadi, Madhusudhan Reddy Pittu, Ali Vakilian, David Woodruff

International Colloquium on Automata, Languages, and Programming (ICALP) | July 2025

Career Opportunity

Principal Applied Scientist/Senior Applied Scientist – M365 Copilot team

Posted: June 20, 2025

Location: Beijing, China; Suzhou, China

Research Area(s): Algorithms, Artificial intelligence, Data platforms and analytics, Search and information retrieval, Systems and networking

As part of the M365 Copilot team, we are building enterprise-grade agentic web infrastructure, enabling advanced browser and search tools for both public and private web ecosystems. As the web remains the largest and most…

Project

Agent Lightning

Optimize ANY agent with ANY framework We present Agent Lightning (opens in new tab), a flexible and extensible framework that enables seamless agent optimization for any existing agent framework. Here agent optimization includes various data-driven…

Publication