| 2025 | EMNLP | CrowdAgent: Multi-Agent Managed Multi-Source Annotation System. | Maosheng Qin, Renyu Zhu, Mingxuan Xia, Chenkai Chen, Zhen Zhu, Minmin Lin, Junbo Zhao, Lu Xu, Changjie Fan, Runze Wu, Haobo Wang |
| 2025 | EMNLP | Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications. | Kai Tang, Rui Wang, Renyu Zhu, Minmin Lin, Xiao Ding, Tangjie Lv, Changjie Fan, Runze Wu, Haobo Wang |
| 2024 | COLING | Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition. | Chengcheng Han, Renyu Zhu, Jun Kuang, Fengjiao Chen, Xiang Li, Ming Gao, Xuezhi Cao, Yunsen Xian |
| 2024 | COLING | Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives. | Qiushi Sun, Chengcheng Han, Nuo Chen, Renyu Zhu, Jingyang Gong, Xiang Li, Ming Gao |
| 2024 | COLING | Structure-aware Fine-tuning for Code Pre-trained Models. | Jiayi Wu, Renyu Zhu, Nuo Chen, Qiushi Sun, Xiang Li, Ming Gao |
| 2023 | ACL | When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario. | Chengcheng Han, Liqing Cui, Renyu Zhu, Jianing Wang, Nuo Chen, Qiushi Sun, Xiang Li, Ming Gao |
| 2022 | ACL | A Neural Network Architecture for Program Understanding Inspired by Human Behaviors. | Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai |
| 2022 | EMNLP | CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure. | Nuo Chen, Qiushi Sun, Renyu Zhu, Xiang Li, Xuesong Lu, Ming Gao |
| 2022 | ICDM | Programming Knowledge Tracing: A Comprehensive Dataset and A New Model. | Renyu Zhu, Dongxiang Zhang, Chengcheng Han, Ming Gao, Xuesong Lu, Weining Qian, Aoying Zhou |
| 2022 | ICML | Finding Global Homophily in Graph Neural Networks When Meeting Heterophily. | Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian |
| 2021 | ICDE | On Disambiguating Authors: Collaboration Network Reconstruction in a Bottom-up Manner. | Na Li, Renyu Zhu, Xiaoxu Zhou, Xiangnan He, Wenyuan Cai, Ming Gao, Aoying Zhou |