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Policy Learning in Adaptive Experiments

April 1, 2023

Geometric Graph Neural Networks

March 20, 2023

Graph Convolutional Networks: Theory and Fundamentals

March 13, 2023

A Practical Introduction to Federated Learning

March 6, 2023

Learning Complex Structured Models in NLP

March 1, 2023

Toward Sustainable Cloud-edge Infrastructures through Data-driven Power Management

February 28, 2023

Performance Diagnosis and Optimization of Distributed DNN Training

February 27, 2023

Scalable Graph Processing Algorithms, Systems, and Impacts

February 27, 2023

Intelligent Health Monitoring in the Home

February 24, 2023

Web3 Metaverse: A User's Perspective

February 20, 2023

Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations

February 13, 2023

Efficient Indexing for Dynamic Graphs

February 13, 2023

Machine Learning with Biomedical Ontologies

February 1, 2023

Towards Diverse, Informative and Robust Natural Language Generation

December 2, 2022

Robustness of Autonomous Driving Systems: From Design, Evaluation, to Testing

November 21, 2022

To Draw is Human: Towards Usable Visual Subgraph Search

November 16, 2022

Natural Robustness of Machine Learning in the Open World

November 15, 2022

An overview of Graph Generative Models and Their Applications on Molecular Generation

November 7, 2022