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authored a paper about 1 month ago

OpenDataArena: A Fair and Open Arena for Benchmarking Post-Training Dataset Value

Paper • 2512.14051 • Published Dec 16, 2025 • 45

authored 4 papers about 2 months ago

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once

Paper • 2507.10541 • Published Jul 14, 2025 • 30

InverTune: Removing Backdoors from Multimodal Contrastive Learning Models via Trigger Inversion and Activation Tuning

Paper • 2506.12411 • Published Jun 14, 2025

ScaleDiff: Scaling Difficult Problems for Advanced Mathematical Reasoning

Paper • 2509.21070 • Published Sep 25, 2025 • 9

Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning

Paper • 2510.04081 • Published Oct 5, 2025 • 23

authored a paper 6 months ago

Can One Domain Help Others? A Data-Centric Study on Multi-Domain Reasoning via Reinforcement Learning

Paper • 2507.17512 • Published Jul 23, 2025 • 37

authored 5 papers 9 months ago

CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenges

Paper • 2504.19093 • Published Apr 27, 2025 • 18

A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis

Paper • 2504.12322 • Published Apr 11, 2025 • 28

LEMMA: Learning from Errors for MatheMatical Advancement in LLMs

Paper • 2503.17439 • Published Mar 21, 2025 • 15

MathFusion: Enhancing Mathematic Problem-solving of LLM through Instruction Fusion

Paper • 2503.16212 • Published Mar 20, 2025 • 25

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer

Paper • 2503.14891 • Published Mar 19, 2025 • 22