Shudong Liu

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authored a paper 30 days ago

How Far Are We from Genuinely Useful Deep Research Agents?

Paper • 2512.01948 • Published Dec 1, 2025 • 54

authored 2 papers about 1 month ago

How Brittle is Agent Safety? Rethinking Agent Risk under Intent Concealment and Task Complexity

Paper • 2511.08487 • Published Nov 11, 2025 • 2

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning

Paper • 2511.14366 • Published Nov 18, 2025 • 16

authored a paper 4 months ago

Intern-S1: A Scientific Multimodal Foundation Model

Paper • 2508.15763 • Published Aug 21, 2025 • 259

authored a paper 5 months ago

CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward

Paper • 2508.03686 • Published Aug 5, 2025 • 37

authored 3 papers 7 months ago

TempoSum: Evaluating the Temporal Generalization of Abstractive Summarization

Paper • 2305.01951 • Published May 3, 2023 • 2

CultureVLM: Characterizing and Improving Cultural Understanding of Vision-Language Models for over 100 Countries

Paper • 2501.01282 • Published Jan 2, 2025

Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective

Paper • 2505.19815 • Published May 26, 2025 • 36

authored a paper 9 months ago

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Paper • 2503.24377 • Published Mar 31, 2025 • 18

authored a paper over 1 year ago

Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist

Paper • 2407.08733 • Published Jul 11, 2024 • 23