| 2025 | WWW | Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models. | Xiyu Chang, Liang Zhang, Yong He, Binzong Geng, Ke Ding, Xing Zhu, Jian Cao, Linjian Mo |
| 2025 | WWW | EGRec: Leveraging Generative Rich Intents for Enhanced Recommendation with Large Language Models. | Zhaorui Lian, Binzong Geng, Xiyu Chang, Yu Zhang, Ke Ding, Ziyu Lyu, Guanghu Yuan, Chengming Li, Min Yang, Zhaoxin Huan, Bin Shen, Yong He, Linjian Mo, Liang Zhang, Xing Zhu |
| 2024 | SIGIR | Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors. | Binzong Geng, Zhaoxin Huan, Xiaolu Zhang, Yong He, Liang Zhang, Fajie Yuan, Jun Zhou, Linjian Mo |
| 2023 | AAAI | Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract). | Qiancheng Xu, Min Yang, Binzong Geng |
| 2021 | ACL | Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. | Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang |
| 2021 | SIGIR | Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. | Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu |