Dou, Shihan

The Rise and Potential of Large Language Model Based Agents: A Survey

Xi, Z., Chen, W., Guo, X., He, W., Ding, Y., Hong, B., Zhang, M., Wang, J., Jin, S., Zhou, E., et al. (2023) · arXiv

Artificial Intelligence ApplicationsTopic Modeling

Cited by 972

The rise and potential of large language model based agents: a survey

Xi, Z., Chen, W., Guo, X., He, W., Ding, Y., Hong, B., Zhang, M., Wang, J., Jin, S., Zhou, E., et al. (2025) · Science China Information Sciences

Artificial Intelligence ApplicationsTopic Modeling

Cited by 970

Memory in the Age of AI Agents

Hu, Y., Liu, S., Yue, Y., Zhang, G., Liu, B., Zhu, F., Lin, J., Guo, H., Dou, S., Xi, Z., et al. (2025) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence Applications

Cited by 389

Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric

Yang, Y., Nan, Y., Ye, J., Dou, S., Wang, X., Li, S., Lv, H., Wu, M., Gui, T., Zhang, Q., et al. (2025) · arXiv

Topic ModelingMachine Learning and Data Classification

Cited by 6

Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges

Wang, X., Tian, M., Zeng, Y., Huang, Z., Yuan, J., Chen, B., Xu, J., Zhou, M., Liu, W., Wu, M., et al. (2026) · arXiv

Ethics and Social Impacts of AIReinforcement Learning in Robotics

Cited by 3

Agentic Harness Engineering: Observability-Driven Automatic Evolution of Coding-Agent Harnesses

Lin, J., Liu, S., Pan, C., Lin, L., Dou, S., Xi, Z., Huang, X., Yan, H., Han, Z., Gui, T., et al. (2026) · arXiv

Software Engineering ResearchEvolutionary Algorithms and Applications

Cited by 1

Two Minds Better Than One: Collaborative Reward Modeling for LLM Alignment

Zhang, J., Jing, W., Zhang, Z., Xi, Z., Dou, S., Weng, R., Li, J., Wang, J., Chai, M., Hong, S., et al. (2025) · arXiv

Reinforcement Learning in RoboticsTopic Modeling

Cited by 0

OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding

Ding, D., Liu, S., Yang, E., Lin, J., Chen, Z., Dou, S., Guo, H., Cheng, W., Zhao, P., Xiao, C., et al. (2026) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 0