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From Chinese Clinical Narratives to Causal-Ready Cohorts: A Pipeline Survey on Pancreatic Cancer EHR Analytics

May 28, 2026

Long-Context LLMs Through the Data Lens: Training, ReaLong-Context LLMs Through the Data Lens: Training, Reasoning, and Evaluation

May 28, 2026

Scalable Self-Improving Foundation Agents: From Agent Generation to Environmental Scaling and Long-Horizon Evolution

May 28, 2026

Graph Problem Reasoning and Large Language Models: A Comprehensive Survey

May 28, 2026

Towards Human-centered Data Analysis Agents

May 28, 2026

Research on Constraint-Driven Document-to-Database Construction

May 28, 2026

Trustworthy Visual Generation: A Survey ofLifecycle Consistency

May 28, 2026

A Survey of Semantic SVG Generation for IntelligentVisual Authoring

May 28, 2026

Breaking the Memory Wall in LLM Inference Serving: A Survey of KV Cache Management Techniques

May 28, 2026

Statistical Learning under Resource Constraints:Computation, Privacy, and Communication

May 28, 2026

A Survey on LLM Routing: Objectives,Methods, and Evaluation

May 28, 2026

KV Cache Optimization for Efficient Long-ContextLLM Inference: From Algorithms to Systems

May 28, 2026

A Survey of Mixture-of-Experts LLM Inference Optimization

May 28, 2026

Data-Centric Machine Learning and Foundation Models for Molecular Discovery

March 16, 2026

A SURVEY ON LLM AGENTS FOR CODE GENERATION

December 9, 2025

A Survey on Cluster Resource Scheduling for Large Language Models

December 9, 2025

A Survey on Scene Inpainting and Editing

December 9, 2025

Beyond Gaussian Likelihood: A Review of Generalized Gaussian Processes

September 25, 2025