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upvoted a paper 2 days ago

Query as Anchor: Scenario-Adaptive User Representation via Large Language Model

Paper • 2602.14492 • Published 4 days ago • 18

upvoted a paper 5 days ago

Thinking with Drafting: Optical Decompression via Logical Reconstruction

Paper • 2602.11731 • Published 8 days ago • 32

upvoted a paper 7 days ago

Reasoning Cache: Continual Improvement Over Long Horizons via Short-Horizon RL

Paper • 2602.03773 • Published 16 days ago • 9

upvoted a paper 8 days ago

When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning

Paper • 2602.10560 • Published 9 days ago • 28

upvoted 2 papers 9 days ago

Residual Context Diffusion Language Models

Paper • 2601.22954 • Published 20 days ago • 33

Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling

Paper • 2602.02453 • Published 17 days ago • 35

upvoted 14 papers 10 days ago

OmniMoE: An Efficient MoE by Orchestrating Atomic Experts at Scale

Paper • 2602.05711 • Published 14 days ago • 9

LLaDA2.1: Speeding Up Text Diffusion via Token Editing

Paper • 2602.08676 • Published 10 days ago • 66

LatentChem: From Textual CoT to Latent Thinking in Chemical Reasoning

Paper • 2602.07075 • Published 14 days ago • 18

SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks

Paper • 2602.06854 • Published 13 days ago • 6

LatentMem: Customizing Latent Memory for Multi-Agent Systems

Paper • 2602.03036 • Published 17 days ago • 14

Scaling Embedding Layers in Language Models

Paper • 2502.01637 • Published Feb 3, 2025 • 24

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published 22 days ago • 99

Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models

Paper • 2511.08577 • Published Nov 11, 2025 • 108

TiDAR: Think in Diffusion, Talk in Autoregression

Paper • 2511.08923 • Published Nov 12, 2025 • 128

DFlash: Block Diffusion for Flash Speculative Decoding

Paper • 2602.06036 • Published 14 days ago • 41

Focus-dLLM: Accelerating Long-Context Diffusion LLM Inference via Confidence-Guided Context Focusing

Paper • 2602.02159 • Published 17 days ago • 1

Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs

Paper • 2602.01064 • Published 19 days ago • 2

QuantLRM: Quantization of Large Reasoning Models via Fine-Tuning Signals

Paper • 2602.02581 • Published 19 days ago • 9

On the Entropy Dynamics in Reinforcement Fine-Tuning of Large Language Models

Paper • 2602.03392 • Published 16 days ago • 53