Ming Li
4 papers · Latest:
Artificial Intelligence
Superminds Test: Actively Evaluating Collective Intelligence of Agent Society via Probing Agents
Superminds Test reveals that collective intelligence does not spontaneously emerge in large-scale LLM agent societies due to sparse, shallow interactions.
2604.22452
Artificial IntelligenceClawEnvKit: Automatic Environment Generation for Claw-Like Agents
ClawEnvKit automates diverse environment generation for claw-like agents from natural language, enabling scalable evaluation and adaptive training.
2604.18543
Machine LearningA Systematic Survey and Benchmark of Deep Learning for Molecular Property Prediction in the Foundation Model Era
This paper surveys and benchmarks deep learning for molecular property prediction, covering paradigms from quantum to foundation models.
2604.16586
Computer VisionSeedance 2.0: Advancing Video Generation for World Complexity
Seedance 2.0 is a new multi-modal audio-video generation model with a unified architecture, offering advanced capabilities and improved performance.
2604.14148
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