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chunkang zhang

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upvoted a paper 2 days ago

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

upvoted a paper 12 days ago

UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models

upvoted a paper 12 days ago

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

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upvoted a paper 2 days ago

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published 6 days ago • 81

upvoted 5 papers 12 days ago

UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models

Paper • 2512.17385 • Published 16 days ago • 17

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published Nov 25, 2025 • 182

FG-RAG: Enhancing Query-Focused Summarization with Context-Aware Fine-Grained Graph RAG

Paper • 2504.07103 • Published Mar 13, 2025 • 1

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

Paper • 2408.04187 • Published Aug 8, 2024 • 4

From Local to Global: A Graph RAG Approach to Query-Focused Summarization

Paper • 2404.16130 • Published Apr 24, 2024 • 7

upvoted 2 papers 2 months ago

PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts

Paper • 2508.09848 • Published Aug 13, 2025 • 71

When Models Outthink Their Safety: Mitigating Self-Jailbreak in Large Reasoning Models with Chain-of-Guardrails

Paper • 2510.21285 • Published Oct 24, 2025 • 4

upvoted 2 papers 7 months ago

GraphOmni: A Comprehensive and Extendable Benchmark Framework for Large Language Models on Graph-theoretic Tasks

Paper • 2504.12764 • Published Apr 17, 2025 • 41

Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Paper • 2503.10460 • Published Mar 13, 2025 • 29

upvoted a paper 8 months ago

Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering

Paper • 2411.11504 • Published Nov 18, 2024 • 24

upvoted a paper 12 months ago

Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models

Paper • 2501.01830 • Published Jan 3, 2025 • 17

upvoted an article over 1 year ago

Article

Cosmopedia: how to create large-scale synthetic data for pre-training Large Language Models

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Mar 20, 2024

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