Word Vector Modeling for Sentiment Analysis of Product Reviews. - Yuan Wang; Zhaohui Li; Jie Liu 007; Zhicheng He 001; Yalou Huang; Dong Li (NLPCC, 2014)

Dropout Non-negative Matrix Factorization for Independent Feature Learning. - Zhicheng He 001; Jie Liu 007; Caihua Liu; Yuan Wang; Airu Yin; Yalou Huang (NLPCC/ICCPOL, 2016)

Convolutional neural random fields for action recognition. - Caihua Liu; Jie Liu 007; Zhicheng He 001; Yujia Zhai; Qinghua Hu; Yalou Huang (Pattern Recognit., 2016)

Mining Functional Modules by Multiview-NMF of Phenome-Genome Association. - Yaogong Zhang; Yingjie Xu; Xin Fan; YuXiang Hong; Jiahui Liu 010; Zhicheng He 001; Yalou Huang; Maoqiang Xie (CoRR, 2017)

Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model. - Jie Liu 007; Zhicheng He 001; Yalou Huang (IJCAI, 2018)

Content to Node: Self-Translation Network Embedding. - Jie Liu 007; Zhicheng He 001; Lai Wei; Yalou Huang (KDD, 2018)

Learning BLSTM-CRF with Multi-channel Attribute Embedding for Medical Information Extraction. - Jie Liu 007; Shaowei Chen; Zhicheng He 001; Huipeng Chen (NLPCC (1), 2018)

Hierarchical Attention Based Semi-supervised Network Representation Learning. - Jie Liu 007; Junyi Deng; Guanghui Xu; Zhicheng He 001 (NLPCC (1), 2018)

Network Embedding with Dual Generation Tasks. - Jie Liu 007; Na Li; Zhicheng He 001 (IJCAI, 2019)

Learning Network-to-Network Model for Content-rich Network Embedding. - Zhicheng He 001; Jie Liu 007; Na Li; Yalou Huang (KDD, 2019)

Heterogeneous Item Recommendation for the Air Travel Industry. - Zhicheng He 001; Jie Liu 007; Guanghui Xu; Yalou Huang (PAKDD (2), 2019)

Dropout non-negative matrix factorization. - Zhicheng He 001; Jie Liu 007; Caihua Liu; Yuan Wang; Airu Yin; Yalou Huang (Knowl. Inf. Syst., 2019)

Leveraging maximum entropy and correlation on latent factors for learning representations. - Zhicheng He 001; Jie Liu 007; Kai Dang; Fuzhen Zhuang; Yalou Huang (Neural Networks, 2020)

Content to Node: Self-Translation Network Embedding. - Zhicheng He 001; Jie Liu 007; Yuyuan Zeng; Lai Wei; Yalou Huang (IEEE Trans. Knowl. Data Eng., 2021)

Numerical Feature Representation with Hybrid N-ary Encoding. - Bo Chen 023; Huifeng Guo; Weiwen Liu; Yue Ding 001; Yunzhe Li 001; Wei Guo 006; Yichao Wang 002; Zhicheng He 001; Ruiming Tang; Rui Zhang 003 (CIKM, 2022)

Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks. - Hengyu Zhang 001; Enming Yuan; Wei Guo 006; Zhicheng He 001; Jiarui Qin; Huifeng Guo; Bo Chen 023; Xiu Li 001; Ruiming Tang (CIKM, 2022)

Automatical Graph-based Knowledge Tracing. - Ting Long; Yunfei Liu 002; Weinan Zhang 001; Wei Xia 001; Zhicheng He 001; Ruiming Tang; Yong Yu 001 (EDM, 2022)

MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction. - Wei Guo 006; Can Zhang 007; Zhicheng He 001; Jiarui Qin; Huifeng Guo; Bo Chen 023; Ruiming Tang; Xiuqiang He 001; Rui Zhang 003 (ICDE, 2022)

Unsupervised Learning Style Classification for Learning Path Generation in Online Education Platforms. - Zhicheng He 001; Wei Xia 001; Kai Dong; Huifeng Guo; Ruiming Tang; Dingyin Xia; Rui Zhang 003 (KDD, 2022)

CausalInt: Causal Inspired Intervention for Multi-Scenario Recommendation. - Yichao Wang 002; Huifeng Guo; Bo Chen 023; Weiwen Liu; Zhirong Liu; Qi Zhang 001; Zhicheng He 001; Hongkun Zheng; Weiwei Yao; Muyu Zhang; Zhenhua Dong; Ruiming Tang (KDD, 2022)

Multi-Behavior Sequential Transformer Recommender. - Enming Yuan; Wei Guo 006; Zhicheng He 001; Huifeng Guo; Chengkai Liu; Ruiming Tang (SIGIR, 2022)

A Survey on User Behavior Modeling in Recommender Systems. - Zhicheng He 001; Weiwen Liu; Wei Guo 006; Jiarui Qin; Yingxue Zhang 001; Yaochen Hu 001; Ruiming Tang (IJCAI, 2023)

Compressed Interaction Graph based Framework for Multi-behavior Recommendation. - Wei Guo 006; Chang Meng; Enming Yuan; Zhicheng He 001; Huifeng Guo; Yingxue Zhang 001; Bo Chen 023; Yaochen Hu 001; Ruiming Tang; Xiu Li 001; Rui Zhang 003 (WWW, 2023)

Network Embedding With Dual Generation Tasks. - Na Li; Jie Liu 007; Zhicheng He 001; Chunhai Zhang; Jiaying Xie (IEEE Trans. Knowl. Data Eng., 2023)

Network-to-Network: Self-Supervised Network Representation Learning via Position Prediction. - Jie Liu 007; Chunhai Zhang; Zhicheng He 001; Wenzheng Zhang 002; Na Li (IEEE Trans. Knowl. Data Eng., 2025)