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upvoted a paper 35 minutes ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 1 day ago • 15

upvoted 3 papers 8 days ago

Understanding Reasoning from Pretraining to Post-Training

Paper • 2607.16097 • Published 11 days ago • 28

xHC: Expanded Hyper-Connections

Paper • 2607.14530 • Published 12 days ago • 56

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 193

upvoted 2 papers 20 days ago

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

Paper • 2607.05147 • Published 22 days ago • 37

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Paper • 2607.02980 • Published 25 days ago • 81

upvoted a paper 21 days ago

Securing the AI Agent: A Unified Framework for Multi-Layer Agent Red Teaming

Paper • 2606.31227 • Published 28 days ago • 14

upvoted a paper 26 days ago

Multi-Block Diffusion Language Models

Paper • 2606.29215 • Published 28 days ago • 42

upvoted a paper 27 days ago

Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Paper • 2606.32032 • Published 28 days ago • 29

upvoted 5 papers about 1 month ago

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

Paper • 2606.20097 • Published Jun 18 • 19

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

Paper • 2606.21906 • Published Jun 20 • 25

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 483

Memory is Reconstructed, Not Retrieved: Graph Memory for LLM Agents

Paper • 2606.06036 • Published Jun 4 • 76

Skip a Layer or Loop It? Learning Program-of-Layers in LLMs

Paper • 2606.06574 • Published Jun 4 • 25

upvoted 6 papers about 2 months ago

MiniMax Sparse Attention

Paper • 2606.13392 • Published Jun 11 • 153

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

Paper • 2606.12397 • Published Jun 10 • 90

Attention Amnesia in Hybrid LLMs: When CoT Fine-Tuning Breaks Long-Range Recall, and How to Fix It

Paper • 2606.11052 • Published Jun 9 • 17

FlashMemory-DeepSeek-V4: Lightning Index Ultra-Long Context via Lookahead Sparse Attention

Paper • 2606.09079 • Published Jun 8 • 66

Less is More: Recursive Reasoning with Tiny Networks

Paper • 2510.04871 • Published Oct 6, 2025 • 518

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 152