Zhefan Wang

According to our database, Zhefan Wang authored at least 11 papers between 2022 and 2025.

Collaborative distances:

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

2025

HuixiangDou2: A Robustly Optimized GraphRAG Approach.

Huanjun Kong, Zhefan Wang, Chenyang Wang, Zhe Ma, Nanqing Dong

CoRR, March, 2025

Intelligent Agents with Adaptive Knowledge Fusion for Personalized Recommendation.

Yuanqing Yu, Zhefan Wang, Chumeng Jiang, Xinyi Li, Jiayin Wang, Min Zhang

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

SeedBench: A Multi-task Benchmark for Evaluating Large Language Models in Seed Science.

Jie Ying, Zihong Chen, Zhefan Wang, Wanli Jiang, Chenyang Wang, Zhonghang Yuan, Haoyang Su, Huanjun Kong, Fan Yang, Nanqing Dong

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

StepTool: A Step-grained Reinforcement Learning Framework for Tool Learning in LLMs.

Yuanqing Yu, Zhefan Wang, Weizhi Ma, Zhicheng Guo, Jingtao Zhan, Shuai Wang, Chuhan Wu, Zhiqiang Guo, Min Zhang

CoRR, 2024

Multi-Agent Collaboration Framework for Recommender Systems.

Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang

CoRR, 2024

MACRec: A Multi-Agent Collaboration Framework for Recommendation.

Zhefan Wang, Yuanqing Yu, Wendi Zheng, Weizhi Ma, Min Zhang

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

Empowering and Assessing the Utility of Large Language Models in Crop Science.

Hang Zhang, Jiawei Sun, Renqi Chen, Wei Liu, Zhonghang Yuan, Xinzhe Zheng, Zhefan Wang, Zhiyuan Yang, Hang Yan, Han-Sen Zhong, Xiqing Wang, Wanli Ouyang, Fan Yang, Nanqing Dong

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

An Embarrassingly Simple Approach to Enhance Transformer Performance in Genomic Selection for Crop Breeding.

Renqi Chen, Wenwei Han, Haohao Zhang, Haoyang Su, Zhefan Wang, Xiaolei Liu, Hao Jiang, Wanli Ouyang, Nanqing Dong

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

To Recommend or Not: Recommendability Identification in Conversations with Pre-trained Language Models.

Zhefan Wang, Weizhi Ma, Min Zhang

Proceedings of the Database Systems for Advanced Applications, 2024

2023

Intent-aware Ranking Ensemble for Personalized Recommendation.

Jiayu Li, Peijie Sun, Zhefan Wang, Weizhi Ma, Yangkun Li, Min Zhang, Zhoutian Feng, Daiyue Xue

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

Target Interest Distillation for Multi-Interest Recommendation.

Chenyang Wang, Zhefan Wang, Yankai Liu, Yang Ge, Weizhi Ma, Min Zhang, Yiqun Liu, Junlan Feng, Chao Deng, Shaoping Ma

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022