Zelong Li

According to our database, Zelong Li authored at least 23 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Survey on Trustworthy Recommender Systems.

Yingqiang Ge, Shuchang Liu, Zuohui Fu, Juntao Tan, Zelong Li, Shuyuan Xu, Yunqi Li, Yikun Xian, Yongfeng Zhang

Trans. Recomm. Syst., June, 2025

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.

Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Mingyu Jin, Shuhang Lin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

AutoFlow: Automated Workflow Generation for Large Language Model Agents.

Zelong Li, Shuyuan Xu, Kai Mei, Wenyue Hua, Balaji Rama, Om Raheja, Hao Wang, He Zhu, Yongfeng Zhang

CoRR, 2024

AIOS Compiler: LLM as Interpreter for Natural Language Programming and Flow Programming of AI Agents.

Shuyuan Xu, Zelong Li, Kai Mei, Yongfeng Zhang

CoRR, 2024

Towards LLM-RecSys Alignment with Textual ID Learning.

Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang

CoRR, 2024

AIOS: LLM Agent Operating System.

Kai Mei, Zelong Li, Shuyuan Xu, Ruosong Ye, Yingqiang Ge, Yongfeng Zhang

CoRR, 2024

TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution.

Wenyue Hua, Xianjun Yang, Zelong Li, Wei Cheng, Yongfeng Zhang

CoRR, 2024

Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents.

Zelong Li, Wenyue Hua, Hao Wang, He Zhu, Yongfeng Zhang

CoRR, 2024

PAP-REC: Personalized Automatic Prompt for Recommendation Language Model.

Zelong Li, Jianchao Ji, Yingqiang Ge, Wenyue Hua, Yongfeng Zhang

CoRR, 2024

IDGenRec: LLM-RecSys Alignment with Textual ID Learning.

Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

TrustAgent: Towards Safe and Trustworthy LLM-based Agents.

Wenyue Hua, Xianjun Yang, Mingyu Jin, Zelong Li, Wei Cheng, Ruixiang Tang, Yongfeng Zhang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

GenRec: Large Language Model for Generative Recommendation.

Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang

Proceedings of the Advances in Information Retrieval, 2024

UP5: Unbiased Foundation Model for Fairness-aware Recommendation.

Wenyue Hua, Yingqiang Ge, Shuyuan Xu, Jianchao Ji, Zelong Li, Yongfeng Zhang

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Explainable and Coherent Complement Recommendation Based on Large Language Models.

Zelong Li, Yan Liang, Ming Wang, Sungro Yoon, Jiaying Shi, Xin Shen, Xiang He, Chenwei Zhang, Wenyi Wu, Hanbo Wang, Jin Li, Jim Chan, Yongfeng Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Efficient Non-Sampling Graph Neural Networks.

Jianchao Ji, Zelong Li, Shuyuan Xu, Yingqiang Ge, Juntao Tan, Yongfeng Zhang

Inf., 2023

Counterfactual Collaborative Reasoning.

Jianchao Ji, Zelong Li, Shuyuan Xu, Max Xiong, Juntao Tan, Yingqiang Ge, Hao Wang, Yongfeng Zhang

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

OpenAGI: When LLM Meets Domain Experts.

Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

AutoLossGen: Automatic Loss Function Generation for Recommender Systems.

Zelong Li, Jianchao Ji, Yingqiang Ge, Yongfeng Zhang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Explainable Fairness in Recommendation.

Yingqiang Ge, Juntao Tan, Yan Zhu, Yinglong Xia, Jiebo Luo, Shuchang Liu, Zuohui Fu, Shijie Geng, Zelong Li, Yongfeng Zhang

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

2021

From Kepler to Newton: Explainable AI for Science Discovery.

Zelong Li, Jianchao Ji, Yongfeng Zhang

CoRR, 2021

Counterfactual Evaluation for Explainable AI.

Yingqiang Ge, Shuchang Liu, Zelong Li, Shuyuan Xu, Shijie Geng, Yunqi Li, Juntao Tan, Fei Sun, Yongfeng Zhang

CoRR, 2021

Efficient Non-Sampling Knowledge Graph Embedding.

Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang

Proceedings of the WWW '21: The Web Conference 2021, 2021

HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation.

Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021