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Floating-Point Time Series Data Compression

April 17, 2025

Simulating Learning Methodology (SLeM): Theory, Algorithms and Applications

April 11, 2025

Harmonizing, Understanding, and Deploying Responsible AI

April 11, 2025

User-Centric Research in Social-Information Systems – “It’s Not Just What You Know, But Who You Know.”

April 8, 2025

Fast and Efficient Genome Analysis via New Algorithms and Architectures

April 8, 2025

Towards Trustworthy Control for Networked Systems in the AI Era

April 2, 2025

HOT: An Efficient Halpern Accelerating Algorithm for Optimal Transport Problems

April 2, 2025

Global Algorithms for Mean-Variance Optimization in Markov Decision Processes

March 20, 2025

Towards Controllable Generative AI with Intrinsic Reasoning Capabilities

March 20, 2025

On Games with Conflicting Interests

March 14, 2025

Multivariate Poisson Intensity Estimation via Low-Rank Tensor Decomposition

March 11, 2025

Understanding LLMs through Statistical Learning

March 7, 2025

Renovating Internet Services and Infrastructures to Empower End Users

March 5, 2025

Elastic model serving via efficient autoscaling

March 4, 2025

Exploring Atomic Foundation Models from a Geometric Perspective & Causal Discovery Techniques and Their Applications in Recommendation Algorithms

March 3, 2025

Towards Trustworthy Internet Naming Infrastructure

March 3, 2025

Bayesian Oceanographic Flow Cytometry Data Analysis and Mixed-input Gaussian Process Regression

February 25, 2025

When Graph meets Large Models

February 20, 2025