Watch and Ask: Video Question Generation. - Shenglei Huang; Shaohan Hu; Bencheng Yan (ICONIP (3), 2019)

Learning Network Representation via Ego-Network-Level Relationship. - Bencheng Yan; Shenglei Huang (ICONIP (4), 2019)

NEOKNN: A Network Embedding Method Only Knowing Neighbor Nodes. - Bencheng Yan; Chaokun Wang (ICONIP (5), 2019)

GraphAE: Adaptive Embedding across Graphs. - Bencheng Yan; Chaokun Wang (ICDE, 2020)

TinyGNN: Learning Efficient Graph Neural Networks. - Bencheng Yan; Chaokun Wang; Gaoyang Guo; Yunkai Lou (KDD, 2020)

Binary Code based Hash Embedding for Web-scale Applications. - Bencheng Yan; Pengjie Wang 002; Jinquan Liu; Wei Lin 016; Kuang-Chih Lee; Jian Xu 015; Bo Zheng 007 (CIKM, 2021)

Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer. - Bencheng Yan; Pengjie Wang 002; Kai Zhang 001; Wei Lin 016; Kuang-Chih Lee; Jian Xu 015; Bo Zheng 007 (CIKM, 2021)

Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction. - Feng Li; Bencheng Yan; Qingqing Long; Pengjie Wang 002; Wei Lin 016; Jian Xu 015; Bo Zheng 007 (SIGIR, 2021)

APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. - Bencheng Yan; Pengjie Wang 002; Kai Zhang 001; Feng Li; Hongbo Deng; Jian Xu 015; Bo Zheng 007 (NeurIPS, 2022)

APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction. - Bencheng Yan; Pengjie Wang 002; Kai Zhang 001; Feng Li; Jian Xu 015; Bo Zheng 007 (CoRR, 2022)

Learning Adaptive Node Embeddings Across Graphs. - Gaoyang Guo; Chaokun Wang; Bencheng Yan; Yunkai Lou; Hao Feng 007; Junchao Zhu; Jun Chen 004; Fei He 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling. - Bencheng Yan; Si Chen 010; Shichang Jia; Jianyu Liu; Yueran Liu; Chenghan Fu; Wanxian Guan; Hui Zhao; Xiang Zhang 001; Kai Zhang 001; Wenbo Su; Pengjie Wang 002; et al. (CoRR, 2025)

Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. - Bencheng Yan; Shilei Liu; Zhiyuan Zeng; Zihao Wang; Yizhen Zhang; Yujin Yuan; Langming Liu; Jiaqi Liu; Di Wang; Wenbo Su; Pengjie Wang 002; Jian Xu 015; et al. (CoRR, 2025)

UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. - Langming Liu; Shilei Liu; Yujin Yuan; Yizhen Zhang; Bencheng Yan; Zhiyuan Zeng; Zihao Wang; Jiaqi Liu; Di Wang; Wenbo Su; Pengjie Wang 002; Jian Xu 015; et al. (CoRR, 2025)