Bencheng Yan - RankMe

21 papers A* 4A 3Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A	`conf`	Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. WSDM Bencheng Yan, Shilei Liu, Zhiyuan Zeng, Zihao Wang, Yizhen Zhang, Yujin Yuan, Langming Liu, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2025	J	`jnl`	From Scaling to Structured Expressivity: Rethinking Transformers for CTR Prediction. CoRR Bencheng Yan, Yuejie Lei, Zhiyuan Zeng, Di Wang, Kaiyi Lin, Pengjie Wang, Jian Xu, Bo Zheng
2025	J	`jnl`	MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling. CoRR Bencheng Yan, Si Chen, Shichang Jia, Jianyu Liu, Yueran Liu, Chenghan Fu, Wanxian Guan, Hui Zhao, Xiang Zhang, Kai Zhang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng, Baolin Liu
2025	J	`jnl`	RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models. CoRR Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu, Yan Zhang, Ju Huang, Siran Yang, Huimin Yi, Jiamang Wang, Pengjie Wang, Zhu Han, Jian Wu, Dan Ou, Jian Xu, Haihong Tang, Yuning Jiang, Bo Zheng, Lin Qu
2025	—	`conf`	UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. KDD (2) Langming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2025	J	`jnl`	UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. CoRR Langming Liu, Shilei Liu, Yujin Yuan, Yizhen Zhang, Bencheng Yan, Zhiyuan Zeng, Zihao Wang, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2025	J	`jnl`	Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. CoRR Bencheng Yan, Shilei Liu, Zhiyuan Zeng, Zihao Wang, Yizhen Zhang, Yujin Yuan, Langming Liu, Jiaqi Liu, Di Wang, Wenbo Su, Pengjie Wang, Jian Xu, Bo Zheng
2023	J	`jnl`	Learning Adaptive Node Embeddings Across Graphs. IEEE Trans. Knowl. Data Eng. Gaoyang Guo, Chaokun Wang, Bencheng Yan, Yunkai Lou, Hao Feng, Junchao Zhu, Jun Chen, Fei He, Philip S. Yu
2022	A*	`conf`	APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. NeurIPS Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Hongbo Deng, Jian Xu, Bo Zheng
2022	J	`jnl`	APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. CoRR Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Jian Xu, Bo Zheng
2021	A	`conf`	Binary Code based Hash Embedding for Web-scale Applications. CIKM Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
2021	J	`jnl`	Binary Code based Hash Embedding for Web-scale Applications. CoRR Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
2021	A*	`conf`	Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction. SIGIR Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng
2021	J	`jnl`	Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction. CoRR Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng
2021	A	`conf`	Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer. CIKM Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
2021	J	`jnl`	Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer. CoRR Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng
2020	A*	`conf`	GraphAE: Adaptive Embedding across Graphs. ICDE Bencheng Yan, Chaokun Wang
2020	A*	`conf`	TinyGNN: Learning Efficient Graph Neural Networks. KDD Bencheng Yan, Chaokun Wang, Gaoyang Guo, Yunkai Lou
2019	—	`conf`	Learning Network Representation via Ego-Network-Level Relationship. ICONIP (4) Bencheng Yan, Shenglei Huang
2019	—	`conf`	NEOKNN: A Network Embedding Method Only Knowing Neighbor Nodes. ICONIP (5) Bencheng Yan, Chaokun Wang
2019	—	`conf`	Watch and Ask: Video Question Generation. ICONIP (3) Shenglei Huang, Shaohan Hu, Bencheng Yan