A survey on large language model based autonomous agents L Wang, C Ma, X Feng, Z Zhang, H Yang, J Zhang, Z Chen, J Tang, ... Frontiers of Computer Science 18 (6), 186345, 2024 | 946 | 2024 |
RecBole 2.0: towards a more up-to-date recommendation library WX Zhao, Y Hou, X Pan, C Yang, Z Zhang, Z Lin, J Zhang, S Bian, J Tang, ... Proceedings of the 31st ACM International Conference on Information …, 2022 | 128 | 2022 |
A survey on the memory mechanism of large language model based agents Z Zhang, X Bo, C Ma, R Li, X Chen, Q Dai, J Zhu, Z Dong, JR Wen arXiv preprint arXiv:2404.13501, 2024 | 62 | 2024 |
Recagent: A novel simulation paradigm for recommender systems L Wang, J Zhang, X Chen, Y Lin, R Song, WX Zhao, JR Wen arXiv preprint arXiv:2306.02552, 2023 | 61 | 2023 |
Towards a more user-friendly and easy-to-use benchmark library for recommender systems L Xu, Z Tian, G Zhang, J Zhang, L Wang, B Zheng, Y Li, J Tang, Z Zhang, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 26 | 2023 |
Towards robust fairness-aware recommendation H Yang, Z Liu, Z Zhang, C Zhuang, X Chen Proceedings of the 17th ACM Conference on Recommender Systems, 211-222, 2023 | 14 | 2023 |
Hierarchical invariant learning for domain generalization recommendation Z Zhang, H Gao, H Yang, X Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 7 | 2023 |
Bayesian active causal discovery with multi-fidelity experiments Z Zhang, C Li, X Chen, X Xie Advances in Neural Information Processing Systems 36, 2024 | 2 | 2024 |
Memsim: A bayesian simulator for evaluating memory of llm-based personal assistants Z Zhang, Q Dai, L Chen, Z Jiang, R Li, J Zhu, X Chen, Y Xie, Z Dong, ... arXiv preprint arXiv:2409.20163, 2024 | 1 | 2024 |
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization R Li, C Li, Y Shen, Z Zhang, X Chen arXiv preprint arXiv:2405.08540, 2024 | 1 | 2024 |
Reflective Multi-Agent Collaboration based on Large Language Models X Bo, Z Zhang, Q Dai, X Feng, L Wang, R Li, X Chen, JR Wen The Thirty-eighth Annual Conference on Neural Information Processing Systems, 0 | 1 | |
TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System Z Zhang, J Lian, C Ma, Y Qu, Y Luo, L Wang, R Li, X Chen, Y Lin, L Wu, ... arXiv preprint arXiv:2412.12196, 2024 | | 2024 |
Meta Recommendation With Robustness Improvement Z Zhang, C Li, X Chen, X Xie, SY Philip IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |