Leng Sicong

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upvoted a paper 6 days ago

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling

Paper • 2511.20785 • Published 12 days ago • 148

upvoted 2 papers 14 days ago

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Paper • 2511.16334 • Published 17 days ago • 91

RynnVLA-002: A Unified Vision-Language-Action and World Model

Paper • 2511.17502 • Published 16 days ago • 24

upvoted a paper 19 days ago

MiroThinker: Pushing the Performance Boundaries of Open-Source Research Agents via Model, Context, and Interactive Scaling

Paper • 2511.11793 • Published 23 days ago • 158

upvoted a paper about 1 month ago

PixelRefer: A Unified Framework for Spatio-Temporal Object Referring with Arbitrary Granularity

Paper • 2510.23603 • Published Oct 27 • 22

upvoted 4 papers about 2 months ago

Scaling Language-Centric Omnimodal Representation Learning

Paper • 2510.11693 • Published Oct 13 • 100

High-Fidelity Simulated Data Generation for Real-World Zero-Shot Robotic Manipulation Learning with Gaussian Splatting

Paper • 2510.10637 • Published Oct 12 • 12

TIME: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios

Paper • 2505.12891 • Published May 19 • 10

Multi-Agent Tool-Integrated Policy Optimization

Paper • 2510.04678 • Published Oct 6 • 30

upvoted a paper 2 months ago

Residual Off-Policy RL for Finetuning Behavior Cloning Policies

Paper • 2509.19301 • Published Sep 23 • 18

upvoted a collection 2 months ago

MMR1

Collection

Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources • 1 item • Updated Sep 26 • 1

upvoted a paper 2 months ago

MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources

Paper • 2509.21268 • Published Sep 25 • 103

upvoted 2 papers 3 months ago

RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation

Paper • 2509.15212 • Published Sep 18 • 21

EmbodiedOneVision: Interleaved Vision-Text-Action Pretraining for General Robot Control

Paper • 2508.21112 • Published Aug 28 • 77

upvoted an article 4 months ago

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Article

RynnEC: Bringing MLLMs into Embodied World

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Aug 14

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7

upvoted a paper 4 months ago

Towards Affordance-Aware Robotic Dexterous Grasping with Human-like Priors

Paper • 2508.08896 • Published Aug 12 • 10

upvoted 2 articles 4 months ago

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Article

SmolVLA: Efficient Vision-Language-Action Model trained on Lerobot Community Data

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• +7

Jun 3

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289

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Article

RynnVLA-001: Using Human Demonstrations to Improve Robot Manipulation

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Aug 11

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28

upvoted a paper 4 months ago

VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning

Paper • 2507.22607 • Published Jul 30 • 46

upvoted a paper 5 months ago

MiroMind-M1: An Open-Source Advancement in Mathematical Reasoning via Context-Aware Multi-Stage Policy Optimization

Paper • 2507.14683 • Published Jul 19 • 134