HF Papers

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

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

2026-06-23

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

2026-06-23

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

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

2026-06-23

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

2026-06-23

Unlimited OCR Works

Unlimited OCR Works

2026-06-23

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark

Deep Research in Physical Sciences: A Multi-Agent Framework and Comprehensive Benchmark

2026-06-23

Foresight: Failure Detection for Long-Horizon Robotic Manipulation with Action-Conditioned World Model Latents

Foresight: Failure Detection for Long-Horizon Robotic Manipulation with Action-Conditioned World Model Latents

2026-06-23

Self-Compacting Language Model Agents

Self-Compacting Language Model Agents

2026-06-23

Training Open Models for Agentic Phone Use

Training Open Models for Agentic Phone Use

2026-06-23

Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

2026-06-23

Tmax: A simple recipe for terminal agents

Tmax: A simple recipe for terminal agents

2026-06-23

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

DailyReport: An Open-ended Benchmark for Evaluating Search Agents on Daily Search Tasks

2026-06-23

Exploring the Design Space of Reward Backpropagation for Flow Matching

Exploring the Design Space of Reward Backpropagation for Flow Matching

2026-06-23

Safe Few-Step Generation via Velocity Editing

Safe Few-Step Generation via Velocity Editing

2026-06-23

Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

2026-06-23

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

2026-06-23

Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning

Connect the Dots: Training LLMs for Long-Lifecycle Agents with Cross-Domain Generalization Via Reinforcement Learning

2026-06-23

Causal Discovery in the Era of Agents

Causal Discovery in the Era of Agents

2026-06-23

Tapered Language Models

Tapered Language Models

2026-06-23

Counsel: A Meta-Evaluation Dataset for Agentic Tasks

Counsel: A Meta-Evaluation Dataset for Agentic Tasks

2026-06-23