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Algorithmic Perspectives on Efficient Fine-tuning of Large Language Models: A Survey

June 6, 2025

From Injection to Interaction: A Survey on Knowledge Graph-Augmented LLM Reasoning

June 6, 2025

EFFICIENT AND EFFECTIVE REACHABILITY QUERY ANSWERING AND ASKING

June 6, 2025

A SURVEY ON SYSTEM-LEVEL KV CACHE MANAGEMENT FOR SCALABLE LLM INFERENCE

June 6, 2025

A Survey of Communication Efficiency in Mixture of Experts Systems: Foundations, Frontiers, and Future Outlook

June 6, 2025

EFFICIENTLONG-CONTEXTPROCESSINGWITH KVCACHE:METHODS,CHALLENGES,AND FUTUREDIRECTIONS

March 11, 2025

Efficient and Scalable Training of Graph Neural Networks: A Literature Review

February 7, 2025

A survey of Human-AI Interaction for Personalized

November 27, 2024

Machine Learning Models for Molecular Optimization: A Survey

November 27, 2024

A SURVEY ON APPROACHES FORSOLVING ENTITY MATCHINGPROBLEMS

November 27, 2024

Applications of Alternative Knowledge inFinancial Forecasting: A Survey from DeepLearning to LLM Era

November 20, 2024

A Survey on Efficient Large Language ModelServing System

November 20, 2024

Revisiting, Rethinking, and Benchmarking Deep Time Series Forecasting

June 1, 2024

A Survey on Gradient Boosting Decision Tree

June 1, 2024

Vision-based Occupancy Prediction: From Model to Dataset

June 1, 2024

A Survey on Large Language Models for Code Generation

June 1, 2024

Towards a Large Gesture Language Model: Applications and Challenges

June 1, 2024

Exploiting Unavailable Multimodal Data at Test Time to Enhance Healthcare Models: A Survey

June 1, 2024