Jay

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upvoted a paper 16 days ago

Beyond IID: How General Are Tabular Foundation Models, Really?

Paper • 2606.30410 • Published Jun 29 • 42

upvoted 19 papers 30 days ago

Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading

Paper • 2607.08964 • Published Jul 9 • 73

ShadowPEFT: Shadow Network for Parameter-Efficient Fine-Tuning

Paper • 2604.19254 • Published Apr 21 • 32

Darwin Family: MRI-Trust-Weighted Evolutionary Merging for Training-Free Scaling of Language-Model Reasoning

Paper • 2605.14386 • Published May 14 • 49

Training Numerical Intelligence via Auto-Diagnosis and Skill Discovery

Paper • 2610.03872 • Published Oct 2 • 9

The Extender: A Log-Structured Transformer

Paper • 2609.32759 • Published Sep 26 • 5

PerturBot: Breaking Shortcut Priors in Vision-Language-Action Models with Perturbative Training

Paper • 2610.04616 • Published Oct 3 • 14

UndoBench: Separating Task Competence from Recovery Capability in Tool-Using AI Agents

Paper • 2610.05622 • Published Oct 4 • 13

Self-Supervised Scaling of Terminal Environments for Scientific Domains

Paper • 2610.02710 • Published Oct 2 • 10

Noise Out, Bias In: Targeted Bias Injection in Diffusion Language Models via Closed-Loop Activation Steering

Paper • 2610.05894 • Published Oct 5 • 14

From Gradients to Capabilities: Understanding Multi-Teacher On-Policy Distillation

Paper • 2610.02179 • Published Oct 1 • 7

Tail-Influence Sampling for CVaR Policy Evaluation

Paper • 2609.38096 • Published Sep 29 • 14

Learning from Runtime Feedback through Failure-Bank Self-Evolution for Vision-Language-Action Models

Paper • 2609.39820 • Published Sep 30 • 12

Skill2Real: Agentic Skill Learning for Zero-Shot Sim-to-Real Robot Manipulation

Paper • 2610.02788 • Published Oct 2 • 6

Equal Ranking Quality, Different Decisions: Measuring and Reducing Order Dependence in LLM Scorers

Paper • 2608.26762 • Published Sep 26 • 7

WEFT: Scaling Tool-Use Post-Training for General-Purpose Agents

Paper • 2609.36887 • Published Sep 29 • 18

FrugalEvo: Towards Cost-Aware LLM-Guided Program Evolution

Paper • 2610.03675 • Published Oct 2 • 11

MetaRubric: Learning to Reward for Rubric-Based Reinforcement Learning

Paper • 2610.02824 • Published Oct 2 • 11

Local Support Learning

Paper • 2610.02126 • Published Oct 1 • 6

4DCodeBench: Benchmarking Agents on Inverse Graphics of Dynamic Scenes

Paper • 2610.03715 • Published Oct 2 • 18