| 2026 | AAAI | Atom-level Adaptive Receptive Fields: A Pruning-Based Encoder for 2D Molecular Graphs (Student Abstract). | Yuhao Zhang, Ningkang Peng, Yafei Liu, Lin Li, Masaru Kitsuregawa, Yanhui Gu |
| 2026 | ACL | SimRPD: Optimizing Recruitment Proactive Dialogue Agents through Simulator-Based Data Evaluation and Selection. | Zhiyong Cao, Dunqiang Liu, Qi Dai, Haojun Xu, Huai Yuen Khor, Hao Wang, Huan He, Yafei Liu, Ke Ma, Ruqian Shi, Sicheng Zhou, Sijia Yao |
| 2024 | IGARSS | Evaluation of Chinese Urban Land-Use Efficiency (Sdg11.3.1) Based on High-Precision Urban Built-up Area Data. | Hao Wang, Yongqiang Wei, Yafei Liu, Yinxuan Cao, Ruowen Liu, Xiaogang Ning |
| 2024 | NAACL | InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions. | Yifan Wang, Yafei Liu, Chufan Shi, Haoling Li, Chen Chen, Haonan Lu, Yujiu Yang |
| 2023 | ADMA | CKGE: Improving Distance Based Knowledge Graph Embedding via Contrastive Learning. | Yafei Liu, Shuaishuai Zu, Li Li |
| 2023 | ICONIP | Contrastive Learning Augmented Graph Auto-Encoder. | Shuaishuai Zu, Chuyu Wang, Yafei Liu, Jun Shen, Li Li |
| 2022 | IJCAI | "My nose is running." "Are you also coughing?": Building A Medical Diagnosis Agent with Interpretable Inquiry Logics. | Wenge Liu, Yi Cheng, Hao Wang, Jianheng Tang, Yafei Liu, Ruihui Zhao, Wenjie Li, Yefeng Zheng, Xiaodan Liang |
| 2021 | NAACL | Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management. | Zhengxu Hou, Bang Liu, Ruihui Zhao, Zijing Ou, Yafei Liu, Xi Chen, Yefeng Zheng |
| 2020 | EMNLP | Speaker or Listener? The Role of a Dialogue Agent. | Yafei Liu, Hongjin Qian, Hengpeng Xu, Jinmao Wei |
| 2019 | DASFAA | Word Sense Disambiguation with Massive Contextual Texts. | Yafei Liu, Jinmao Wei |
| 2019 | IGARSS | Urban Expansion Analysis of China's Prefecture Level City from 2000 to 2016 using High-Precision Urban Boundary. | Hao Wang, Xiaogang Ning, Hanchao Zhang, Yafei Liu |