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Collections including paper arxiv:2410.05779

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 143
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 139
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

about 6 hours ago

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

Fraud detection modeling using transformer

Tabular Transformers for Modeling Multivariate Time Series

Paper • 2011.01843 • Published Nov 3, 2020 • 2
AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Paper • 2305.04468 • Published May 8, 2023
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Paper • 2306.16424 • Published Jun 22, 2023
Challenges and Complexities in Machine Learning based Credit Card Fraud Detection

Paper • 2208.10943 • Published Aug 20, 2022

Final_Selected_Papers

LLMs + Persona-Plug = Personalized LLMs

Paper • 2409.11901 • Published Sep 18, 2024 • 35
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Paper • 2501.03936 • Published Jan 7 • 23

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

GraphRAG Papers

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

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

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

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

Paper • 2503.10150 • Published Mar 13 • 2

Project Ideas 2026

about 6 hours ago

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 20 days ago • 109
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Paper • 2512.08765 • Published 1 day ago • 93
Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Paper • 2512.04677 • Published 6 days ago • 163
LongCat-Image Technical Report

Paper • 2512.07584 • Published 2 days ago • 15

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published 8 days ago • 44
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Paper • 2512.03383 • Published 8 days ago • 3
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published 14 days ago • 100
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 17 days ago • 29

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models

Paper • 2511.18373 • Published 17 days ago • 5
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO

Paper • 2511.13288 • Published 23 days ago • 17
Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens

Paper • 2511.19418 • Published 16 days ago • 27
SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 20 days ago • 109

light RAG(graph&embedding)

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 143
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 139
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

GraphRAG Papers

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

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

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

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

Paper • 2503.10150 • Published Mar 13 • 2

about 6 hours ago

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

Project Ideas 2026

about 6 hours ago

SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 20 days ago • 109
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance

Paper • 2512.08765 • Published 1 day ago • 93
Live Avatar: Streaming Real-time Audio-Driven Avatar Generation with Infinite Length

Paper • 2512.04677 • Published 6 days ago • 163
LongCat-Image Technical Report

Paper • 2512.07584 • Published 2 days ago • 15

Fraud detection modeling using transformer

Tabular Transformers for Modeling Multivariate Time Series

Paper • 2011.01843 • Published Nov 3, 2020 • 2
AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme

Paper • 2305.04468 • Published May 8, 2023
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Paper • 2306.16424 • Published Jun 22, 2023
Challenges and Complexities in Machine Learning based Credit Card Fraud Detection

Paper • 2208.10943 • Published Aug 20, 2022

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published 8 days ago • 44
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Paper • 2512.03383 • Published 8 days ago • 3
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published 14 days ago • 100
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 17 days ago • 29

Final_Selected_Papers

LLMs + Persona-Plug = Personalized LLMs

Paper • 2409.11901 • Published Sep 18, 2024 • 35
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Paper • 2501.03936 • Published Jan 7 • 23

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models

Paper • 2511.18373 • Published 17 days ago • 5
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO

Paper • 2511.13288 • Published 23 days ago • 17
Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens

Paper • 2511.19418 • Published 16 days ago • 27
SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 20 days ago • 109

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

light RAG(graph&embedding)

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 24

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