| Enhancing recommender systems with large language model reasoning graphs Y Wang, Z Chu, X Ouyang, S Wang, H Hao, Y Shen, J Gu, S Xue, ... arXiv preprint arXiv:2308.10835, 2023 | 56 | 2023 |
| Leveraging large language models for pre-trained recommender systems Z Chu, H Hao, X Ouyang, S Wang, Y Wang, Y Shen, J Gu, Q Cui, L Li, ... arXiv preprint arXiv:2308.10837, 2023 | 48 | 2023 |
| Unified hallucination detection for multimodal large language models X Chen, C Wang, Y Xue, N Zhang, X Yang, Q Li, Y Shen, L Liang, J Gu, ... arXiv preprint arXiv:2402.03190, 2024 | 46 | 2024 |
| Building a stabilized structure from surface to bulk of Ni-rich cathode for enhanced electrochemical performance X Zhang, J Xu, X Liu, F Cheng, P Wei, Y Xu, S Sun, H Lin, Y Shen, Q Li, ... Energy Storage Materials 47, 87-97, 2022 | 30 | 2022 |
| Think-in-memory: Recalling and post-thinking enable llms with long-term memory L Liu, X Yang, Y Shen, B Hu, Z Zhang, J Gu, G Zhang arXiv preprint arXiv:2311.08719, 2023 | 29 | 2023 |
| Knowagent: Knowledge-augmented planning for llm-based agents Y Zhu, S Qiao, Y Ou, S Deng, N Zhang, S Lyu, Y Shen, L Liang, J Gu, ... arXiv preprint arXiv:2403.03101, 2024 | 27 | 2024 |
| A survey on medical large language models: Technology, application, trustworthiness, and future directions L Liu, X Yang, J Lei, X Liu, Y Shen, Z Zhang, P Wei, J Gu, Z Chu, Z Qin, ... arXiv preprint arXiv:2406.03712, 2024 | 22 | 2024 |
| Editing conceptual knowledge for large language models X Wang, S Mao, N Zhang, S Deng, Y Yao, Y Shen, L Liang, J Gu, H Chen arXiv preprint arXiv:2403.06259, 2024 | 17 | 2024 |
| Graph representation learning for merchant incentive optimization in mobile payment marketing Z Liu, D Wang, Q Yu, Z Zhang, Y Shen, J Ma, W Zhong, J Gu, J Zhou, ... Proceedings of the 28th ACM international conference on information and …, 2019 | 15 | 2019 |
| Llmrg: Improving recommendations through large language model reasoning graphs Y Wang, Z Chu, X Ouyang, S Wang, H Hao, Y Shen, J Gu, S Xue, J Zhang, ... Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 19189 …, 2024 | 13 | 2024 |
| From beginner to expert: Modeling medical knowledge into general llms Q Li, X Yang, H Wang, Q Wang, L Liu, J Wang, Y Zhang, M Chu, S Hu, ... arXiv preprint arXiv:2312.01040, 2023 | 11 | 2023 |
| Learning representations of inactive users: A cross domain approach with graph neural networks Z Liu, Y Shen, X Cheng, Q Li, J Wei, Z Zhang, D Wang, X Zeng, J Gu, ... Proceedings of the 30th ACM International Conference on Information …, 2021 | 10 | 2021 |
| User Retention: A Causal Approach with Triple Task Modeling. Y Zhang, D Wang, Q Li, Y Shen, Z Liu, X Zeng, Z Zhang, J Gu, DF Wong IJCAI, 3399-3405, 2021 | 9 | 2021 |
| Learning to plan for retrieval-augmented large language models from knowledge graphs J Wang, M Chen, B Hu, D Yang, Z Liu, Y Shen, P Wei, Z Zhang, J Gu, ... arXiv preprint arXiv:2406.14282, 2024 | 8 | 2024 |
| Making large language models better knowledge miners for online marketing with progressive prompting augmentation C Gan, D Yang, B Hu, Z Liu, Y Shen, Z Zhang, J Gu, J Zhou, G Zhang arXiv preprint arXiv:2312.05276, 2023 | 6 | 2023 |
| Similarity is not all you need: Endowing retrieval augmented generation with multi layered thoughts C Gan, D Yang, B Hu, H Zhang, S Li, Z Liu, Y Shen, L Ju, Z Zhang, J Gu, ... arXiv preprint arXiv:2405.19893, 2024 | 5 | 2024 |
| Connecting unseen domains: cross-domain invariant learning in recommendation Y Zhang, Y Shen, D Wang, J Gu, G Zhang Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 4 | 2023 |
| Who Would be Interested in Services? An Entity Graph Learning System for User Targeting D Yang, B Hu, X Yang, Y Shen, Z Zhang, J Gu, G Zhang 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3248-3254, 2023 | 4 | 2023 |
| Towards Automatic Evaluation for LLMs' Clinical Capabilities: Metric, Data, and Algorithm L Liu, X Yang, F Li, C Chi, Y Shen, S Lyu, M Zhang, X Ma, X Lv, L Ma, ... Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 3 | 2024 |
| Movie Ticket, Popcorn, and Another Movie Next Weekend: Time-Aware Service Sequential Recommendation for User Retention X Yang, D Wang, B Hu, D Yang, Y Shen, J Gu, Z Zhang, S Lyu, H Zhang, ... Companion Proceedings of the ACM Web Conference 2023, 361-365, 2023 | 3 | 2023 |