Zhuge, Mingchen

Salient Object Detection via Integrity Learning

Zhuge, M., Fan, D.-P., Liu, N., Zhang, D., Xu, D., & Shao, L. (2022) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Visual Attention and Saliency DetectionAdvanced Neural Network Applications

Cited by 403

AFlow: Automating Agentic Workflow Generation

Zhang, J., Xiang, J., Yu, Z., Teng, F., Chen, X., Chen, J., Zhuge, M., Cheng, X., Hong, S., Wang, J., et al. (2024) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence Applications

Cited by 359

Data Interpreter: An LLM Agent For Data Science

Hong, S., Lin, Y., Liu, B., Liu, B., Wu, B., Zhang, C., Wei, C., Li, D., Chen, J., Zhang, J., et al. (2024) · arXiv

Software Engineering ResearchArtificial Intelligence Applications

Cited by 60

Huxley-Gödel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine

Wang, W., Piękos, P., Nanbo, L., Laakom, F., Chen, Y., Ostaszewski, M., Zhuge, M., & Schmidhuber, J. (2025) · arXiv

Software Engineering ResearchEvolutionary Algorithms and Applications

Cited by 40

Mindstorms in Natural Language-Based Societies of Mind

Zhuge, M., Liu, H., Faccio, F., Ashley, D. R., Csordás, R., Gopalakrishnan, A., Hamdi, A., Hammoud, H. A. A. K., Herrmann, V., Irie, K., et al. (2023) · arXiv

Multimodal Machine Learning ApplicationsMulti-Agent Systems and Negotiation

Cited by 24

OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Wang, X., Li, B., Song, Y., Xu, F. F., Tang, X., Zhuge, M., Pan, J., Song, Y., Li, B., Singh, J., et al. (2024) · arXiv

Software Engineering ResearchArtificial Intelligence Applications

Cited by 24

Mindstorms in Natural Language-Based Societies of Mind

Zhuge, M., Liu, H., Faccio, F., Ashley, D. R., Csordás, R., Gopalakrishnan, A., Hamdi, A., Hammoud, H. A. A. K., Herrmann, V., Irie, K., et al. (2025) · Computational Visual Media

Multimodal Machine Learning ApplicationsMulti-Agent Systems and Negotiation

Cited by 24

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems

Liu, B., Li, X., Zhang, J., Wang, J., He, T., Hong, S., Liu, H., Zhang, S., Song, K., Zhu, K., et al. (2025) · arXiv

Psychiatry, Mental Health, NeuroscienceArtificial Intelligence Applications

Cited by 16

Agent-as-a-Judge: Evaluate Agents with Agents

Zhuge, M., Zhao, C., Ashley, D., Wang, W., Khizbullin, D., Xiong, Y., Liu, Z., Chang, E., Krishnamoorthi, R., Tian, Y., et al. (2024) · arXiv

Software Engineering ResearchAI-based Problem Solving and Planning

Cited by 5

Language Agents as Optimizable Graphs

Zhuge, M., Wang, W., Kirsch, L., Faccio, F., Khizbullin, D., & Schmidhuber, J. (2024) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 3

VideoAuto-R1: Video Auto Reasoning via Thinking Once, Answering Twice

Liu, S., Zhuge, M., Zhao, C., Chen, J., Wu, L., Liu, Z., Zhu, C., Cai, Z., Zhou, C., Liu, H., et al. (2026) · arXiv

Multimodal Machine Learning ApplicationsHuman Pose and Action Recognition

Cited by 0