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Collections including paper arxiv:2508.10875

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

Diffusion Language Model

A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34
Mercury: Ultra-Fast Language Models Based on Diffusion

Paper • 2506.17298 • Published Jun 17 • 6

Research and ideas

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10 • 98
A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8 • 192
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models

Paper • 2508.09968 • Published Aug 13 • 15

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 58
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 159
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6 • 129

A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34

Diffusion Language

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning

Paper • 2504.12216 • Published Apr 16 • 3
Unifying Autoregressive and Diffusion-Based Sequence Generation

Paper • 2504.06416 • Published Apr 8 • 3
The Diffusion Duality

Paper • 2506.10892 • Published Jun 12 • 37
Anchored Diffusion Language Model

Paper • 2505.18456 • Published May 24 • 1

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 74
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54

Diffusion Language Models

Structured Denoising Diffusion Models in Discrete State-Spaces

Paper • 2107.03006 • Published Jul 7, 2021 • 1
Simplified and Generalized Masked Diffusion for Discrete Data

Paper • 2406.04329 • Published Jun 6, 2024 • 8
Simple and Effective Masked Diffusion Language Models

Paper • 2406.07524 • Published Jun 11, 2024 • 12
Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Paper • 2508.18265 • Published Aug 25 • 208
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent

Paper • 2508.05748 • Published Aug 7 • 141
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 159
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

Paper • 2508.13167 • Published Aug 6 • 129

Diffusion Language Model

A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34
Mercury: Ultra-Fast Language Models Based on Diffusion

Paper • 2506.17298 • Published Jun 17 • 6

A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34

Research and ideas

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10 • 98
A Survey on Diffusion Language Models

Paper • 2508.10875 • Published Aug 14 • 34
GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models

Paper • 2508.06471 • Published Aug 8 • 192
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models

Paper • 2508.09968 • Published Aug 13 • 15

Diffusion Language

d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning

Paper • 2504.12216 • Published Apr 16 • 3
Unifying Autoregressive and Diffusion-Based Sequence Generation

Paper • 2504.06416 • Published Apr 8 • 3
The Diffusion Duality

Paper • 2506.10892 • Published Jun 12 • 37
Anchored Diffusion Language Model

Paper • 2505.18456 • Published May 24 • 1

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

Paper • 2505.22618 • Published May 28 • 44
DINGO: Constrained Inference for Diffusion LLMs

Paper • 2505.23061 • Published May 29 • 31
Discrete Diffusion in Large Language and Multimodal Models: A Survey

Paper • 2506.13759 • Published Jun 16 • 43
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs

Paper • 2506.14429 • Published Jun 17 • 44

Large Language Diffusion Models

Paper • 2502.09992 • Published Feb 14 • 123
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Paper • 2503.09573 • Published Mar 12 • 74
MMaDA: Multimodal Large Diffusion Language Models

Paper • 2505.15809 • Published May 21 • 97
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective

Paper • 2505.15045 • Published May 21 • 54

GPT4Motion: Scripting Physical Motions in Text-to-Video Generation via Blender-Oriented GPT Planning

Paper • 2311.12631 • Published Nov 21, 2023 • 15
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Paper • 2401.06066 • Published Jan 11, 2024 • 58
VideoScene: Distilling Video Diffusion Model to Generate 3D Scenes in One Step

Paper • 2504.01956 • Published Apr 2 • 41
UrbanLLaVA: A Multi-modal Large Language Model for Urban Intelligence with Spatial Reasoning and Understanding

Paper • 2506.23219 • Published Jun 29 • 7

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