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Published Date

Group

Machine Learning Solutions & Services Group

The Machine Learning Solutions & Services (MLSS) Group was born with the rapidly increasing demand on AI-driven digital transformation from a wide range of industrial domains. Inspired by the mission of innovating disruptive AI technologies…

Publication

Onion: Identifying Incident-indicating Logs for Cloud Systems

Xu Zhang, Yong Xu, Si Qin, Shilin He, Bo Qiao, Ze Li, Hongyu Zhang, Xukun Li, Yingnong Dang, Qingwei Lin 林庆维, Murali Chintalapati, Saravanakumar Rajmohan, Dongmei Zhang

ESEC/FSE’21 Industry Track | August 2021

Publication

Effective Low Capacity Status Prediction for Cloud Systems

Hang Dong, Si Qin, Yong Xu, Bo Qiao, Shandan Zhou, Xian Yang, Chuan Luo, Pu Zhao, Qingwei Lin 林庆维, Hongyu Zhang, Abulikemu Abuduweili, Sanjay Ramanujan, Karthikeyan Subramanian, Andrew Zhou, Saravanakumar Rajmohan, Dongmei Zhang, Thomas Moscibroda

ESEC/FSE’21 Industry Track | August 2021

Video

The New Jim Code: Reimagining the Default Settings of Technology & Society

August 18, 2021 | Dr. Ruha Benjamin

From everyday apps to complex algorithms, technology has the potential to hide, speed, and deepen discrimination, while appearing neutral and even benevolent when compared to racist practices of a previous era. In this talk, Ruha…

01:00:50

Publication

Generalized Zero-Shot Extreme Multi-label Learning

Nilesh Gupta, Sakina Bohra, Yashoteja Prabhu, Saurabh Purohit, Manik Varma

2021 Knowledge Discovery and Data Mining | August 2021

Project

Publication

HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations

Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, I. Mulang', Johannes Hoffart

2021 Conference on Information and Knowledge Management | August 2021

Publication

The Benefits of Implicit Regularization from SGD in Least Squares Problems

Difan Zou, Jingfeng Wu, Vladimir Braverman, Quanquan Gu, Dean P. Foster, Sham Kakade

NeurIPS 2021 | August 2021

Publication

Maximizing Social Welfare in a Competitive Diffusion Model

Prithu Banerjee, Wei Chen, Laks V.S. Lakshmanan

VLDB 2021 | August 2021

Publication

Fighting the Fog of War: Automated Incident Detection for Cloud Systems

Liqun Li, Xu Zhang, Xin Zhao, Hongyu Zhang, Yu Kang, Pu Zhao, Bo Qiao, Shilin He, Pochian Lee, Jeffrey Sun, Feng Gao, Li Yang, Qingwei Lin 林庆维, Saravanakumar Rajmohan, Zhangwei Xu, Dongmei Zhang

2021 USENIX Annual Technical Conference (USENIX ATC’21) | August 2021

Project Project

Publication

Branch-and-Bound Solves Random Binary IPs in Polytime

Santanu S. Dey, Yatharth Dubey, Marco Molinaro

SODA | July 2021