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Trustworthy Machine Learning under Imperfect Data: Data Collection, Data Curation, and Robust Learning

May 28, 2024

Assisting Software Engineering Tasks beyond Natural Language Processing

April 8, 2024

Compressed Data Direct Computing for Databases

March 27, 2024

Causal Representation Learning

March 24, 2024

New Data Structures on Graph and Geometric Data with Theoretical Guarantees

March 14, 2024

Towards Better Reasoning with Large Language Models

March 11, 2024

Advances in Long-tail Learning

March 4, 2024

From Atom to Earth: Exploring the Frontiers of AI in Science

February 21, 2024

In which Matching Markets do Costly Compatibility Inspections Lead to a Deadlock?

February 20, 2024

Joint Influence: From Theory to Applications

February 7, 2024

Learning to Synthesize Images from Multi-modal and Hierarchical Inputs

February 4, 2024

AI Algorithms for Disease Diagnosis and Prognosis Based on Imperfect Biomedical Data

February 1, 2024

AI Incubation: Facilitating Human-AI Mutual Learning in Manufacturing Industrial Internet

January 29, 2024

Visual Analytics for Intelligent Decision Support

January 29, 2024

Architecting Heterogeneity-aware Big Data System

January 22, 2024

Mixed-integer Convex Quadratic Programs with Indicators: Theory, Algorithms, and Applications

January 20, 2024

Towards Human-like Learning from Relational Structured Data

January 16, 2024

PHM of Complex Engineering Systems-Methods and Applications

January 16, 2024