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upvoted a paper 1 day ago

OPE: Overcoming Information Saturation in Parallel Thinking via Outline-Guided Path Exploration

Paper • 2602.08344 • Published 3 days ago • 4

upvoted a paper 3 days ago

OdysseyArena: Benchmarking Large Language Models For Long-Horizon, Active and Inductive Interactions

Paper • 2602.05843 • Published 7 days ago • 55

upvoted a paper 20 days ago

EvoCUA: Evolving Computer Use Agents via Learning from Scalable Synthetic Experience

Paper • 2601.15876 • Published 21 days ago • 89

upvoted a paper 22 days ago

Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models

Paper • 2601.14004 • Published 23 days ago • 46

upvoted 2 papers about 1 month ago

OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent

Paper • 2601.07779 • Published about 1 month ago • 28

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

Paper • 2512.22615 • Published Dec 27, 2025 • 48

upvoted 2 papers 3 months ago

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Paper • 2511.04570 • Published Nov 6, 2025 • 215

OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows

Paper • 2510.24411 • Published Oct 28, 2025 • 72

upvoted 2 papers 4 months ago

JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence

Paper • 2510.23538 • Published Oct 27, 2025 • 97

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 84

upvoted a collection 4 months ago

R-HORIZON

Collection

The training and evaluation datasets for Paper "How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?" • 6 items • Updated Oct 22, 2025 • 7

upvoted 3 papers 4 months ago

AutoPR: Let's Automate Your Academic Promotion!

Paper • 2510.09558 • Published Oct 10, 2025 • 53

MOSS-Speech: Towards True Speech-to-Speech Models Without Text Guidance

Paper • 2510.00499 • Published Oct 1, 2025 • 19

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Paper • 2510.08189 • Published Oct 9, 2025 • 27

upvoted a collection 4 months ago

R-HORZION

Collection

6 items • Updated Oct 8, 2025 • 6

upvoted 2 papers 5 months ago

ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data

Paper • 2509.15221 • Published Sep 18, 2025 • 111

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

Paper • 2509.09265 • Published Sep 11, 2025 • 47

upvoted a paper 6 months ago

CODA: Coordinating the Cerebrum and Cerebellum for a Dual-Brain Computer Use Agent with Decoupled Reinforcement Learning

Paper • 2508.20096 • Published Aug 27, 2025 • 37

upvoted a paper 7 months ago

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Paper • 2507.10532 • Published Jul 14, 2025 • 90

upvoted a paper 9 months ago

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Paper • 2505.15612 • Published May 21, 2025 • 34