DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
Paper • 2607.00341 • Published
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J-CoT: Chain-of-Thought in J-Space
Paper • 2607.21981 • Published • 2 -
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks
Paper • 2608.01964 • Published • 170 -
BDH-CQ: In-Context Learning with Recurrent Latent Reasoning
Paper • 2608.09888 • Published • 745 -
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill
Paper • 2608.11924 • Published • 61 -
Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory
Paper • 2608.07169 • Published • 45 -
ToolSpace: Scaling Tool-Centric Environment Synthesis for Long-Horizon Agents
Paper • 2611.05036 • Published • 42 -
TAC-CoT: Tool-Empowered Implicit Chain-of-Thought via Interleaving Explicit Tokens
Paper • 2611.01926 • Published • 17 -
Latent Sparse Attention: Towards Subquadratic Ultra-Long Context Attention
Paper • 2610.42147 • Published • 3 -
Dynamic Linear Attention
Paper • 2606.10650 • Published • 9 -
Large Flow Language Models
Paper • 2610.28559 • Published • 16 -
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction
Paper • 2609.10715 • Published • 166 -
Unlocking Lossless Speedups in LLMs via Discrete Diffusion
Paper • 2609.04010 • Published • 111 -
Muir: Linear Attention with Sensitivity-Allocated Gating and Matched-Filter Readout
Paper • 2611.08376 • Published • 12 -
MoME: Mixture-of-Memory Embeddings for Context-Aware Sparse Lookup
Paper • 2609.15126 • Published • 10 -
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use
Paper • 2610.22200 • Published • 70 -
Harness^2: Recursive Agent Harnessing for an Open World
Paper • 2610.14224 • Published • 67 -
Hybrid Computer Use: A Unified Programmatic, Semantic, and Visual Interface for General Agents
Paper • 2610.41432 • Published • 17 -
D3D: Decoupled Diffusion Drafting for Asynchronous Speculative Decoding
Paper • 2611.06425 • Published • 20 -
Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents
Paper • 2610.18784 • Published • 118 -
Latent Reasoning in Continuous Space for Unified Multimodal Models
Paper • 2610.42149 • Published • 45 -
Hierarchical Continuous Diffusion Language Models
Paper • 2610.02193 • Published • 71