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Published Date

Publication

Counter-Empirical Attacking based on Adversarial Reinforcement Learning for Time-Relevant Scoring System

Xiangguo Sun, Hong Cheng, Hang Dong, Bo Qiao, Si Qin, Qingwei Lin 林庆维

TKDE’24 | November 2024

Publication

Reward Copilot for RL-driven Systems Optimization

Karan Tandon, Manav Mishra, Gagan Somashekar, Mayukh Das, Nagarajan Natarajan

Advances in Neural Information Processing Systems 2024 – Workshop on ML For Systems | November 2024

Publication

A theoretical and computational analysis of full strong-branching

Santanu S. Dey, Yatharth Dubey, Marco Molinaro, Prachi Shah

Math Programming | October 2024, Vol 205: pp. 303-336

Publication

Ranking with Multiple Objectives

Nikhil Devanur, Sivakanth Gopi

October 2024

Publication

Early Bird: Ensuring Reliability of Cloud Systems Through Early Failure Prediction

Yudong Liu, Minghua Ma, Pu Zhao, Chetan Bansal, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

2024 International Symposium on Software Reliability Engineering | October 2024

Publication

Semi-Random Matrix Completion via Flow-Based Adaptive Reweighting

Jerry Li

October 2024

Publication

Can We Trust Auto-Mitigation? Improving Cloud Failure Prediction with Uncertain Positive Learning

Haozhe Li, Minghua Ma, Chetan Bansal, Saravan Rajmohan, Qingwei Lin 林庆维, Dongmei Zhang

2024 International Symposium on Software Reliability Engineering | October 2024

Publication

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface

Wenyue Hua, Mengting Wan, Shashank Vadrevu, Ryan Nadel, Yongfeng Zhang, Chi Wang

ArXiv | September 2024, Vol abs/2410.00079

Video

AI for Business Transformation: Multimodal Models

September 18, 2024 | Gretchen Huizinga, Peter Lee, Vijay Mital

Multimodal models hold the key to unprecedented advances in AI, moving beyond text and numbers to incorporate a much wider spectrum of inputs. AI research leaders Peter Lee and Vijay Mital discuss how researchers are…

Peter Lee and Gretchen Huizinga sitting at a table having a discussion with Vijay Mital

31:13

Video

AI for Business Transformation: Lessons from Healthcare

September 18, 2024 | Gretchen Huizinga, Peter Lee, Vijay Mital

AI is already helping healthcare organizations drive innovation and efficiency gains. Peter Lee and Vijay Mital explore how Microsoft is helping, and how the lessons from healthcare could apply across many other industries. Related: Azure…

Peter Lee sitting at a table having a discussion with Vijay Mital and Gretchen Huizinga

48:11