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Collections including paper arxiv:2501.13956

Agent Mem. Sys.

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 31
Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

Paper • 2512.10696 • Published Dec 11, 2025 • 3
Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

MemOS: A Memory OS for AI System

Paper • 2507.03724 • Published Jul 4, 2025 • 161
Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
MIRIX: Multi-Agent Memory System for LLM-Based Agents

Paper • 2507.07957 • Published Jul 10, 2025 • 80
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Paper • 2504.19413 • Published Apr 28, 2025 • 48

MLLM Reasoning, Rewarding, and Understanding

Papers on the reasoning, rewarding, and understanding of the MLLMs and LLMs

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30, 2025 • 277
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2, 2025 • 52
OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation

Paper • 2506.02397 • Published Jun 3, 2025 • 36
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 144

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 17
Agent READMEs: An Empirical Study of Context Files for Agentic Coding

Paper • 2511.12884 • Published Nov 17, 2025 • 27
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 46

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model

Paper • 2510.14528 • Published Oct 16, 2025 • 120
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 110
Unveiling User Perceptions in the Generative AI Era: A Sentiment-Driven Evaluation of AI Educational Apps' Role in Digital Transformation of e-Teaching

Paper • 2512.11934 • Published Dec 12, 2025 • 1

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

GraphRAG Papers

Research at the intersection of graphs and AI.

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5, 2025 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3, 2025 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2, 2025 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13, 2025 • 2

Agent Mem. Sys.

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 31
Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

Paper • 2512.10696 • Published Dec 11, 2025 • 3
Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 17
Agent READMEs: An Empirical Study of Context Files for Agentic Coding

Paper • 2511.12884 • Published Nov 17, 2025 • 27
Efficient Memory Management for Large Language Model Serving with PagedAttention

Paper • 2309.06180 • Published Sep 12, 2023 • 46

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model

Paper • 2510.14528 • Published Oct 16, 2025 • 120
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

Paper • 2510.16872 • Published Oct 19, 2025 • 110
Unveiling User Perceptions in the Generative AI Era: A Sentiment-Driven Evaluation of AI Educational Apps' Role in Digital Transformation of e-Teaching

Paper • 2512.11934 • Published Dec 12, 2025 • 1

MemOS: A Memory OS for AI System

Paper • 2507.03724 • Published Jul 4, 2025 • 161
Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10
MIRIX: Multi-Agent Memory System for LLM-Based Agents

Paper • 2507.07957 • Published Jul 10, 2025 • 80
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

Paper • 2504.19413 • Published Apr 28, 2025 • 48

Zep: A Temporal Knowledge Graph Architecture for Agent Memory

Paper • 2501.13956 • Published Jan 20, 2025 • 10

MLLM Reasoning, Rewarding, and Understanding

Papers on the reasoning, rewarding, and understanding of the MLLMs and LLMs

Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30, 2025 • 277
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2, 2025 • 52
OThink-R1: Intrinsic Fast/Slow Thinking Mode Switching for Over-Reasoning Mitigation

Paper • 2506.02397 • Published Jun 3, 2025 • 36
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models

Paper • 2505.24864 • Published May 30, 2025 • 144

GraphRAG Papers

Research at the intersection of graphs and AI.

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5, 2025 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3, 2025 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2, 2025 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13, 2025 • 2

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