Shulin Tian

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upvoted a paper 24 days ago

Uncovering Understanding-Generation Synergy in Native Unified Multimodal Models: From Representation, Task to System

Paper • 2609.01607 • Published 25 days ago • 24

upvoted a paper 29 days ago

Code World Model: Coding Agent as World Brain

Paper • 2608.25927 • Published Aug 26 • 40

upvoted a paper 30 days ago

VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

Paper • 2608.26105 • Published Aug 26 • 190

upvoted 2 papers about 1 month ago

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

Paper • 2608.25580 • Published Aug 26 • 16

Zetta ζ: An Efficient Closed-Loop Embodied Harness for Self-Evolving Physical Intelligence

Paper • 2608.16590 • Published Aug 17 • 152

upvoted a paper about 2 months ago

HumanCLAW: Can Vision-Language Models Act Through a Body?

Paper • 2607.27180 • Published Jul 29 • 76

upvoted 3 papers 2 months ago

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

Paper • 2607.17423 • Published Jul 19 • 98

Loop the Loopies!

Paper • 2607.16051 • Published Jul 17 • 53

VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

Paper • 2607.14935 • Published Jul 16 • 120

upvoted 2 papers 3 months ago

S-Agent: Spatial Tool-Use Elicits Reasoning for Spatial Intelligence

Paper • 2606.20515 • Published Jun 18 • 42

Show the Signal, Hide the Noise: Spectral Forcing for Pixel-Space Diffusion

Paper • 2606.15236 • Published Jun 16 • 22

upvoted 8 papers 4 months ago

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paper • 2606.02437 • Published Jun 1 • 146

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 394

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published May 28 • 146

Function2Scene: 3D Indoor Scene Layout from Functional Specifications

Paper • 2605.30819 • Published May 29 • 39

SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture

Paper • 2605.12500 • Published May 12 • 199

MolmoAct2: Action Reasoning Models for Real-world Deployment

Paper • 2605.02881 • Published May 4 • 356

SpatialBench: Is Your Spatial Foundation Model an All-Round Player?

Paper • 2605.27367 • Published May 26 • 70

PhysX-Omni: Unified Simulation-Ready Physical 3D Generation for Rigid, Deformable, and Articulated Objects

Paper • 2605.21572 • Published May 20 • 54

upvoted a paper 6 months ago

VisionFoundry: Teaching VLMs Visual Perception with Synthetic Images

Paper • 2604.09531 • Published Apr 10 • 10