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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

Data-Driven Operations for the Future Power Grid

February 17, 2025

Bridging AI and Spatial Biology to Navigate Biological Landscapes

February 14, 2025

Powers of Function Composition in Deep Neural Networks

February 7, 2025

Empowering Large Language Models with Graph Learning Techniques

January 2, 2025

Efficient IO for Graph Processing

January 2, 2025

Social Network with Nodal Covariates

January 2, 2025

Large Graphical Models: Estimation and Sampling

January 2, 2025

Optimal Online Learning under Sequential and Uncertain Competitions

December 11, 2024