Kevin Lin

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upvoted a paper 8 days ago

RULER: Instance-aware Rubric Rewards for SVG Generation

Paper • 2609.25270 • Published 10 days ago • 101

upvoted a paper 14 days ago

Confidence Comes from Experience: Experiential Confidence Estimation from Reasoning to Agents

Paper • 2609.17708 • Published 16 days ago • 77

upvoted a paper 21 days ago

Show-Harness: Just a VLM Agent Can Play Robots

Paper • 2609.10522 • Published 22 days ago • 161

upvoted a paper 27 days ago

StudentSim: Training LLM-based Student Simulators

Paper • 2609.01591 • Published about 1 month ago • 494

upvoted a paper about 1 month ago

InfinityEdit: Infinite Video Editing with a Lightweight Edit-Ignition Adapter

Paper • 2608.20910 • Published Aug 21 • 40

upvoted a paper about 2 months ago

Stealing Reasoning Traces from Proprietary LLM APIs

Paper • 2608.09867 • Published Aug 10 • 122

upvoted a paper 2 months ago

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

Paper • 2607.27180 • Published Jul 29 • 77

upvoted 2 papers 3 months ago

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

Paper • 2607.05155 • Published Jul 6 • 16

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

Paper • 2607.02963 • Published Jul 3 • 28

upvoted 11 papers 4 months ago

Data Journalist Agent: Transforming Data into Verifiable Multimodal Stories

Paper • 2606.11176 • Published Jun 9 • 133

RhymeFlow: Training-Free Acceleration for Video Generation with Asynchronous Denoising Flow Scheduling

Paper • 2606.06309 • Published Jun 4 • 9

Measuring Epistemic Resilience of LLMs Under Misleading Medical Context

Paper • 2606.12291 • Published Jun 10 • 59

TRL-Bench: Standardizing Cross-Paradigm Representation-Level Evaluation of Tabular Encoders

Paper • 2606.09323 • Published Jun 8 • 54

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 393

Dream.exe: Can Video Generation Models Dream Executable Robot Manipulation?

Paper • 2606.04811 • Published Jun 4 • 17

The Alignment Curse: Modality Alignment Supercharges Audio Attacks via Text Transfer

Paper • 2602.02557 • Published May 29 • 21

Cosmos 3: Omnimodal World Models for Physical AI

Paper • 2606.02800 • Published Jun 1 • 143

D^2-Monitor: Dynamic Safety Monitoring for Diffusion LLMs via Hesitation-Aware Routing

Paper • 2605.25893 • Published May 25 • 36

Soap2Soap: Long Cinematic Video Remaking via Multi-Agent Collaboration

Paper • 2605.17423 • Published May 17 • 31

Forecasting Scientific Progress with Artificial Intelligence

Paper • 2605.22681 • Published May 21 • 43