Mukai Li

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upvoted a paper 1 day ago

Inference-Time Scaling of Verification: Self-Evolving Deep Research Agents via Test-Time Rubric-Guided Verification

Paper • 2601.15808 • Published 5 days ago • 16

upvoted a paper 15 days ago

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

Paper • 2601.07779 • Published 15 days ago • 27

upvoted a paper 29 days ago

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 a paper about 1 month ago

MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives

Paper • 2512.14699 • Published Dec 16, 2025 • 28

upvoted a paper about 2 months ago

Guided Self-Evolving LLMs with Minimal Human Supervision

Paper • 2512.02472 • Published Dec 2, 2025 • 53

upvoted 8 papers 3 months ago

Visual Spatial Tuning

Paper • 2511.05491 • Published Nov 7, 2025 • 52

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

Paper • 2510.24411 • Published Oct 28, 2025 • 72

Scaling Latent Reasoning via Looped Language Models

Paper • 2510.25741 • Published Oct 29, 2025 • 223

The End of Manual Decoding: Towards Truly End-to-End Language Models

Paper • 2510.26697 • Published Oct 30, 2025 • 117

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

Paper • 2510.23538 • Published Oct 27, 2025 • 97

Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents

Paper • 2510.14438 • Published Oct 16, 2025 • 14

LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models

Paper • 2510.13626 • Published Oct 15, 2025 • 46

PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning

Paper • 2510.13809 • Published Oct 15, 2025 • 38

upvoted a collection 4 months ago

LightReasoner Models

Collection

https://arxiv.org/abs/2510.07962 • 3 items • Updated Oct 19, 2025 • 5

upvoted 3 papers 4 months ago

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

Paper • 2510.08189 • Published Oct 9, 2025 • 27

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

Paper • 2509.15221 • Published Sep 18, 2025 • 111

EconProver: Towards More Economical Test-Time Scaling for Automated Theorem Proving

Paper • 2509.12603 • Published Sep 16, 2025 • 9

upvoted 2 papers 7 months ago

Towards Solving More Challenging IMO Problems via Decoupled Reasoning and Proving

Paper • 2507.06804 • Published Jul 7, 2025 • 16

DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation

Paper • 2506.20639 • Published Jun 25, 2025 • 30

upvoted a paper about 1 year ago

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22, 2025 • 437