Zhou, Wangchunshu

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

CommonGen: A constrained text generation challenge for generative commonsense reasoning

Lin, B. Y., Zhou, W., Shen, M., Zhou, P., Bhagavatula, C., Choi, Y., & Ren, X. (2020) · Findings of the Association for Computational Linguistics: EMNLP 2020

Topic ModelingMultimodal Machine Learning Applications

Cited by 239

Evaluating Large Language Models on Controlled Generation Tasks

Sun, J., Tian, Y., Zhou, W., Xu, N., Hu, Q., Gupta, R., Wieting, J., Peng, N., & Ma, X. (2023) · Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing

Topic ModelingNatural Language Processing Techniques

Cited by 29

To Repeat or Not To Repeat: Insights from Scaling LLM under Token-Crisis

Xue, F., Fu, Y., Zhou, W., Zheng, Z., & You, Y. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 22

Agents: An Open-source Framework for Autonomous Language Agents

Zhou, W., Jiang, Y. E., Li, L., Wu, J., Wang, T., Qiu, S., Zhang, J., Chen, J., Wu, R., Wang, S., et al. (2023) · arXiv

AI-based Problem Solving and PlanningNatural Language Processing Techniques

Cited by 21

RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text

Zhou, W., Jiang, Y. E., Cui, P., Wang, T., Xiao, Z., Hou, Y., Cotterell, R., & Sachan, M. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 9

ChemAgent: Self-updating Library in Large Language Models Improves Chemical Reasoning

Tang, X., Hu, T., Ye, M., Shao, Y., Yin, X., Ouyang, S., Zhou, W., Lu, P., Zhang, Z., Zhao, Y., et al. (2025) · arXiv

Machine Learning in Materials ScienceMultimodal Machine Learning Applications

Cited by 4

A Comprehensive Survey on Long Context Language Modeling

Liu, J., Zhu, D., Bai, Z., He, Y., Liao, H., Que, H., Wang, Z., Zhang, C., Zhang, G., Zhang, J., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3

HelloBench: Evaluating Long Text Generation Capabilities of Large Language Models

Que, H., Duan, F., He, L., Mou, Y., Zhou, W., Liu, J., Rong, W., Wang, Z. M., Yang, J., Zhang, G., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 3

ML-Bench: Evaluating Large Language Models and Agents for Machine Learning Tasks on Repository-Level Code

Tang, X., Liu, Y., Cai, Z., Shao, Y., Lu, J., Zhang, Y., Deng, Z., Hu, H., An, K., Huang, R., et al. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 2

Evaluating Large Language Models on Controlled Generation Tasks

Sun, J., Tian, Y., Zhou, W., Xu, N., Hu, Q., Gupta, R., Wieting, J. F., Peng, N., & Ma, X. (2023) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1

M+: Extending MemoryLLM with Scalable Long-Term Memory

Wang, Y., Krotov, D., Hu, Y., Gao, Y., Zhou, W., McAuley, J., Gutfreund, D., Feris, R., & He, Z. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1

Towards LifeSpan Cognitive Systems

Wang, Y., Han, C., Wu, T., He, X., Zhou, W., Sadeq, N., Chen, X., He, Z., Wang, W., Haffari, G., et al. (2024) · arXiv

Domain Adaptation and Few-Shot LearningTopic Modeling

Cited by 0

TaskCraft: Automated Generation of Agentic Tasks

Shi, D., Cao, J., Chen, Q., Sun, W., Li, W., Lu, H., Dong, F., Qin, T., Zhu, K., Liu, M., et al. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Tang, X., Qin, T., Peng, T., Zhou, Z., Shao, D., Du, T., Wei, X., Xia, P., Wu, F., Zhu, H., et al. (2025) · arXiv

AI-based Problem Solving and PlanningArtificial Intelligence Applications

Cited by 0

VeriWeb: Verifiable Long-Chain Web Benchmark for Agentic Information-Seeking

Liu, S., Liu, M., Zhou, H., Cui, Z., Zhou, Y., Zhou, Y., Gao, J., Zhou, H., Yang, Y., Fan, W., et al. (2025) · arXiv

Information Retrieval and Search BehaviorWeb Data Mining and Analysis

Cited by 0