Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. - Binzong Geng; Fajie Yuan; Qiancheng Xu; Ying Shen 001; Ruifeng Xu 001; Min Yang 007 (ACL/IJCNLP (2), 2021)

Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification. - Binzong Geng; Min Yang 007; Fajie Yuan; Shupeng Wang; Xiang Ao 001; Ruifeng Xu 001 (SIGIR, 2021)

Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract). - Qiancheng Xu; Min Yang 007; Binzong Geng (AAAI, 2023)

Lifelong language learning with adaptive uncertainty regularization. - Lei Zhang 201; Shupeng Wang; Fajie Yuan; Binzong Geng; Min Yang 007 (Inf. Sci., 2023)

Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors. - Binzong Geng; Zhaoxin Huan; Xiaolu Zhang; Yong He 009; Liang Zhang; Fajie Yuan; Jun Zhou 011; Linjian Mo (SIGIR, 2024)

Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models. - Xiyu Chang; Liang Zhang; Yong He 009; Binzong Geng; Ke Ding; Xing Zhu; Jian Cao 001; Linjian Mo (WWW (Companion Volume), 2025)

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 007; Zhaoxin Huan; Bin Shen; Yong He 009; et al. (WWW (Companion Volume), 2025)

CTR-Sink: Attention Sink for Language Models in Click-Through Rate Prediction. - Zixuan Li; Binzong Geng; Jing Xiong; Yong He 009; Yuxuan Hu; Jian Chen; Dingwei Chen; Xiyu Chang; Liang Zhang; Linjian Mo; Chengming Li; Chuan Yuan; et al. (CoRR, 2025)