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Collections including paper arxiv:2603.24533

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published Feb 26 • 153
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Paper • 2603.15594 • Published Mar 16 • 149
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence

Paper • 2603.13398 • Published Mar 11 • 155
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published Mar 6 • 120

AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation

Paper • 2602.17100 • Published Feb 19 • 4
GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

Paper • 2603.01059 • Published Mar 1 • 1
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models

Paper • 2603.00618 • Published Feb 28
Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 195

Reinforcement Learning

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 33
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 63
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

Paper • 2510.25992 • Published Oct 29, 2025 • 48
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 19

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 107
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 79
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 46

PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records

Paper • 2601.09636 • Published Jan 14 • 8
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Paper • 2504.13805 • Published Apr 18, 2025 • 11
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Paper • 2604.11784 • Published Apr 13 • 143
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published Mar 25 • 47

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 104
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 43

Retrieve-Reasoning

TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering

Paper • 2504.20114 • Published Apr 28, 2025 • 4
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Paper • 2603.23516 • Published Mar 6 • 50
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Paper • 2603.18718 • Published Mar 19 • 10
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published Mar 25 • 47

dLLM: Simple Diffusion Language Modeling

Paper • 2602.22661 • Published Feb 26 • 153
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data

Paper • 2603.15594 • Published Mar 16 • 149
Qianfan-OCR: A Unified End-to-End Model for Document Intelligence

Paper • 2603.13398 • Published Mar 11 • 155
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published Mar 6 • 120

PersonalAlign: Hierarchical Implicit Intent Alignment for Personalized GUI Agent with Long-Term User-Centric Records

Paper • 2601.09636 • Published Jan 14 • 8
LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Paper • 2504.13805 • Published Apr 18, 2025 • 11
ClawGUI: A Unified Framework for Training, Evaluating, and Deploying GUI Agents

Paper • 2604.11784 • Published Apr 13 • 143
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published Mar 25 • 47

AgentConductor: Topology Evolution for Multi-Agent Competition-Level Code Generation

Paper • 2602.17100 • Published Feb 19 • 4
GroupGPT: A Token-efficient and Privacy-preserving Agentic Framework for Multi-User Chat Assistant

Paper • 2603.01059 • Published Mar 1 • 1
Multi-Domain Riemannian Graph Gluing for Building Graph Foundation Models

Paper • 2603.00618 • Published Feb 28
Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 195

Endless Terminals: Scaling RL Environments for Terminal Agents

Paper • 2601.16443 • Published Jan 23 • 18
Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published Jan 28 • 21
Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published Jan 29 • 104
Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability

Paper • 2601.18778 • Published Jan 26 • 43

Reinforcement Learning

Demystifying Reinforcement Learning in Agentic Reasoning

Paper • 2510.11701 • Published Oct 13, 2025 • 33
LoongRL:Reinforcement Learning for Advanced Reasoning over Long Contexts

Paper • 2510.19363 • Published Oct 22, 2025 • 63
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning

Paper • 2510.25992 • Published Oct 29, 2025 • 48
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 19

Retrieve-Reasoning

TreeHop: Generate and Filter Next Query Embeddings Efficiently for Multi-hop Question Answering

Paper • 2504.20114 • Published Apr 28, 2025 • 4
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens

Paper • 2603.23516 • Published Mar 6 • 50
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution

Paper • 2603.18718 • Published Mar 19 • 10
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

Paper • 2603.24533 • Published Mar 25 • 47

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 107
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 79
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 43
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 46

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