Binzong Geng

11 papers A* 3Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
CTR-Sink: Attention Sink for Language Models in Click-Through Rate Prediction.
CoRR
Zixuan Li, Binzong Geng, Jing Xiong, Yong He, Yuxuan Hu, Jian Chen, Dingwei Chen, Xiyu Chang, Liang Zhang, Linjian Mo, Chengming Li, Chuan Yuan, Zhenan Sun
2025 — conf
EGRec: Leveraging Generative Rich Intents for Enhanced Recommendation with Large Language Models.
WWW (Companion Volume)
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
2025 — conf
Singleton CTR Prediction: Towards Single-User Modeling Paradigm with Large Language Models.
WWW (Companion Volume)
Xiyu Chang, Liang Zhang, Yong He, Binzong Geng, Ke Ding, Xing Zhu, Jian Cao, Linjian Mo
2024 A* conf
Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors.
SIGIR
Binzong Geng, Zhaoxin Huan, Xiaolu Zhang, Yong He, Liang Zhang, Fajie Yuan, Jun Zhou, Linjian Mo
2024 J jnl
Breaking the Length Barrier: LLM-Enhanced CTR Prediction in Long Textual User Behaviors.
CoRR
Binzong Geng, Zhaoxin Huan, Xiaolu Zhang, Yong He, Liang Zhang, Fajie Yuan, Jun Zhou, Linjian Mo
2023 A* conf
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract).
AAAI
Qiancheng Xu, Min Yang, Binzong Geng
2023 J jnl
Lifelong language learning with adaptive uncertainty regularization.
Inf. Sci.
Lei Zhang, Shupeng Wang, Fajie Yuan, Binzong Geng, Min Yang
2021 — conf
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking.
ACL/IJCNLP (2)
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang
2021 J jnl
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking.
CoRR
Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang
2021 A* conf
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification.
SIGIR
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu
2021 J jnl
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification.
CoRR
Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu