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Published Date

Publication

Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms

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

Proceedings of the 36th Conference on Neural Information Processing Systems (NeurIPS) | November 2022

Publication

Counterfactual Generation Under Confounding

Abbavaram Gowtham Reddy, Saloni Dash, Amit Sharma, Vineeth N. Balasubramanian

NeurIPS 2022 Workshop on Causal Machine Learning for Real-World Impact (CML4Impact 2022) | November 2022

Publication

ViSNet: a scalable and accurate geometric deep learning potential for molecular dynamics simulation

Yusong Wang, Shaoning Li, Xinheng He, Mingyu Li, Zun Wang, Nanning Zheng, Bin Shao, Tong Wang, Tie-Yan Liu

October 2022

Publication

Information decay and enzymatic information recovery for DNA data storage

Linda C. Meiser, Andreas L. Gimpel, Tejas Deshpande, Gabriela Libort, Weida D. Chen, Reinhard Heckel, Bichlien Nguyen, Karin Strauss, Wendelin J. Stark, Robert N. Grass

Communications Biology | October 2022

Project

Event

Research Summit 2022

October 18, 2022 – October 20, 2022 | Virtual

Microsoft Research Summit 2022, held October 18-20, 2022, explores what’s next for technology and humanity.

Microsoft Research Summit 2022 background tile pattern

Publication

Online Algorithms for the Santa Claus Problem

MohammadTaghi Hajiaghayi, MohammadReza Khani, Debmalya Panigrahi, Max Springer

2022 Neural Information Processing Systems | October 2022

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