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Old Models, New Machines: Classical Statistical Structure as Building Blocks for Modern LLM Systems: From Copula-Coupled Expert Routing to Scalable Determinantal Data Selection

July 27, 2026

Towards Autonomous Scientific Agent Systems

April 24, 2026

Towards Better Time Series Intelligence in the Foundation Model Era: From a Data-Centric Lens

April 21, 2026

Post-Deployment Security and Privacy for Machine Learning and Data Systems

April 16, 2026

Robust Self-Supervised Learning with Applications in Multiple Domains

March 27, 2026

Efficient, Trusted, and Practical Automated Reasoning

March 26, 2026

Twenty Questions: From Social Games to Accurate Estimation

March 20, 2026

Intelligent Analysis Technology for Large-Scale Structured Data

March 13, 2026

AI-friendly code representation in an era of LLMs

March 11, 2026

Designing Database Systems with Provable Performance Guarantees

March 11, 2026

What could go wrong: Towards a High-Assurance DNS

March 11, 2026

Efficient LLM Agents: Algorithms, Systems, and Applications

February 27, 2026

Towards Automated Analysis and Detection of Security Vulnerabilities for Open-Source Ecosystem

February 6, 2026

A Blockwise Mixed Membership Model for Multivariate Longitudinal Data: Discovering Clinical Heterogeneity and Identifying Parkinson's Disease Subtypes

January 30, 2026

Fathoming the Unfathomable Foundation Models: From Algorithms to Scientific Discovery

January 6, 2026

Deterministic Negative-Weight Shortest Paths in Nearly Linear Time

December 16, 2025

Mechanical Fault Feature Extraction Theories and Methods

December 1, 2025

Artificial Intelligence (AI)+ Big Data: Hype and Reality

December 1, 2025