yueliu1999

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upvoted a paper 3 days ago

Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces

Paper • 2601.11868 • Published 9 days ago • 28

upvoted 2 papers 10 days ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published 13 days ago • 141

Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning

Paper • 2601.09667 • Published 12 days ago • 82

upvoted a paper about 2 months ago

Multi-Docker-Eval: A `Shovel of the Gold Rush' Benchmark on Automatic Environment Building for Software Engineering

Paper • 2512.06915 • Published Dec 7, 2025 • 12

upvoted a paper 3 months ago

Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads

Paper • 2511.06209 • Published Nov 9, 2025 • 19

upvoted 2 papers 4 months ago

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published Sep 28, 2025 • 174

MAPO: Mixed Advantage Policy Optimization

Paper • 2509.18849 • Published Sep 23, 2025 • 27

upvoted a paper 5 months ago

Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR

Paper • 2508.14029 • Published Aug 19, 2025 • 118

upvoted a paper 6 months ago

Pixels, Patterns, but No Poetry: To See The World like Humans

Paper • 2507.16863 • Published Jul 21, 2025 • 69

upvoted 2 papers 7 months ago

Balancing Truthfulness and Informativeness with Uncertainty-Aware Instruction Fine-Tuning

Paper • 2502.11962 • Published Feb 17, 2025 • 38

SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning

Paper • 2506.08989 • Published Jun 10, 2025 • 14

upvoted 8 papers 8 months ago

SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis

Paper • 2506.02096 • Published Jun 2, 2025 • 52

Sherlock: Self-Correcting Reasoning in Vision-Language Models

Paper • 2505.22651 • Published May 28, 2025 • 48

Fostering Video Reasoning via Next-Event Prediction

Paper • 2505.22457 • Published May 28, 2025 • 29

Reinforcing General Reasoning without Verifiers

Paper • 2505.21493 • Published May 27, 2025 • 26

MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

Paper • 2505.19955 • Published May 26, 2025 • 14

Lifelong Safety Alignment for Language Models

Paper • 2505.20259 • Published May 26, 2025 • 23

Backdoor Cleaning without External Guidance in MLLM Fine-tuning

Paper • 2505.16916 • Published May 22, 2025 • 17

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 60

upvoted a collection 8 months ago

GuardReasoner-VL

Collection

A reasoning-based VLM guard model • 6 items • Updated May 28, 2025 • 2