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upvoted a paper about 24 hours ago

Towards Autonomous Mathematics Research

Paper • 2602.10177 • Published 3 days ago • 29

upvoted 4 papers 2 days ago

Golden Goose: A Simple Trick to Synthesize Unlimited RLVR Tasks from Unverifiable Internet Text

Paper • 2601.22975 • Published 14 days ago • 97

SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Paper • 2602.08234 • Published 4 days ago • 64

Towards Agentic Intelligence for Materials Science

Paper • 2602.00169 • Published 14 days ago • 45

Dataset Distillation with Neural Characteristic Function: A Minmax Perspective

Paper • 2502.20653 • Published Feb 28, 2025 • 1

upvoted 2 papers 3 days ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published 8 days ago • 299

Think2Drive: Efficient Reinforcement Learning by Thinking in Latent World Model for Quasi-Realistic Autonomous Driving (in CARLA-v2)

Paper • 2402.16720 • Published Feb 26, 2024 • 1

upvoted a paper 7 days ago

Grounding and Enhancing Informativeness and Utility in Dataset Distillation

Paper • 2601.21296 • Published 15 days ago • 19

upvoted a paper 15 days ago

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published 17 days ago • 79

upvoted 3 papers 4 months ago

AI for Service: Proactive Assistance with AI Glasses

Paper • 2510.14359 • Published Oct 16, 2025 • 77

Rethinking LLM Evaluation: Can We Evaluate LLMs with 200x Less Data?

Paper • 2510.10457 • Published Oct 12, 2025 • 3

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published Oct 1, 2025 • 42

upvoted 2 papers 5 months ago

Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Paper • 2509.23873 • Published Sep 28, 2025 • 67

Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution

Paper • 2509.24726 • Published Sep 29, 2025 • 21

upvoted 3 papers 9 months ago

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs

Paper • 2506.00577 • Published May 31, 2025 • 11

Trap of Feature Diversity in the Learning of MLPs

Paper • 2112.00980 • Published Dec 2, 2021 • 2

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25, 2025 • 145