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Published Date

Publication

COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems

Shuang Ma, Sai Vemprala, Wenshan Wang, Jayesh K. Gupta, Yale Song, Daniel McDuff, Ashish Kapoor

International Conference on Intelligent Robots and Systems | October 2022

Github

Group

Heterogeneous Extreme Computing

The mission of our group is to “deliver affordable and reliable AI applications to clients”. In this end, our research directions cover the whole AI stack as follows. Our group has a range of superior…

Publication

Adaptive Sketches for Robust Regression with Importance Sampling

Sepideh Mahabadi, David P. Woodruff, Samson Zhou

RANDOM | September 2022

Publication

Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design

Kehan Wu, Yingce Xia, Yang Fan, Pan Deng, Haiguang Liu, Lijun Wu, Shufang Xie, Tong Wang, Tao Qin, Tie-Yan Liu

August 2022

Publication

Multi-task Hierarchical Classification for Disk Failure Prediction in Online Service Systems

Yudong Liu, Hailan Yang, Pu Zhao, Minghua Ma, Chengwu Wen, Hongyu Zhang, Chuan Luo, Qingwei Lin 林庆维, Chang Yi, Jiaojian Wang, Chenjian Zhang, Paul Wang, Yingnong Dang, Saravan Rajmohan, Dongmei Zhang

SIGKDD 2022 | August 2022

Project Project

Publication