Yi Zhu

According to our database, Yi Zhu authored at least 57 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Representation learning: serial-autoencoder for personalized recommendation.

Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Xindong Wu

Frontiers Comput. Sci., August, 2024

Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation.

Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

2023

Lexical simplification via single-word generation.

Jipeng Qiang, Yang Li, Yun Li, Yunhao Yuan, Yi Zhu

Frontiers Comput. Sci., December, 2023

Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder.

Yi Zhu, Xindong Wu, Yun Li, Jipeng Qiang, Yunhao Yuan

IEEE Trans. Artif. Intell., October, 2023

Representation learning via an integrated autoencoder for unsupervised domain adaptation.

Yi Zhu, Xindong Wu, Jipeng Qiang, Yunhao Yuan, Yun Li

Frontiers Comput. Sci., October, 2023

Natural language watermarking via paraphraser-based lexical substitution.

Jipeng Qiang, Shiyu Zhu, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

Artif. Intell., April, 2023

Knowledge Graph for China's Genealogy¹1.A shorter version of this paper won the Best Paper Award at IEEE ICKG 2020 (the 11th IEEE International Conference on Knowledge Graph, ickg 2020.bigke.org).

Xindong Wu, Tingting Jiang, Yi Zhu, Chenyang Bu

IEEE Trans. Knowl. Data Eng., 2023

A hybrid classification method via keywords screening and attention mechanisms in extreme short text.

Xinke Zhou, Yi Zhu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xingdong Wu, Runmei Zhang

Intell. Data Anal., 2023

Unsupervised statistical text simplification using pre-trained language modeling for initialization.

Jipeng Qiang, Feng Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu

Frontiers Comput. Sci., 2023

Joint user profiling with hierarchical attention networks.

Xiaojian Liu, Yi Zhu, Xindong Wu

Frontiers Comput. Sci., 2023

Clickbait Detection via Large Language Models.

Yi Zhu, Han Wang, Ye Wang, Yun Li, Yunhao Yuan, Jipeng Qiang

CoRR, 2023

Sentence Simplification via Large Language Models.

Yutao Feng, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu

CoRR, 2023

Many Is Better Than One: Multiple Covariation Learning for Latent Multiview Representation.

Yun-Hao Yuan, Pengwei Qian, Jin Li, Jipeng Qiang, Yi Zhu, Yun Li

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Learning Supervised Covariation Projection Through General Covariance.

Xiangze Bao, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu

Proceedings of the IEEE International Conference on Acoustics, 2023

Chinese Lexical Substitution: Dataset and Method.

Jipeng Qiang, Kang Liu, Ying Li, Yun Li, Yi Zhu, Yun-Hao Yuan, Xiaocheng Hu, Xiaoye Ouyang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Multilingual Lexical Simplification via Paraphrase Generation.

Kang Liu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu, Kaixun Hua

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

ParaLS: Lexical Substitution via Pretrained Paraphraser.

Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph.

Lei Li, Lan Jiang, Chenyang Bu, Yi Zhu, Xindong Wu

IEEE Trans. Emerg. Top. Comput. Intell., 2022

Representation learning with deep sparse auto-encoder for multi-task learning.

Yi Zhu, Xindong Wu, Jipeng Qiang, Xuegang Hu, Yuhong Zhang, Pei-Pei Li

Pattern Recognit., 2022

Combining embedding-based and symbol-based methods for entity alignment.

Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu

Pattern Recognit., 2022

Chinese Idiom Paraphrasing.

Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu

CoRR, 2022

Prompt-Learning for Short Text Classification.

Yi Zhu, Xinke Zhou, Jipeng Qiang, Yun Li, Yunhao Yuan, Xindong Wu

CoRR, 2022

Time Interval Aware Self-Attention approach for Knowledge Tracing.

Liting Wei, Bin Li, Yun Li, Yi Zhu

Comput. Electr. Eng., 2022

Personalized recommendation with knowledge graph via dual-autoencoder.

Yang Yang, Yi Zhu, Yun Li

Appl. Intell., 2022

Hypernode: Entity Fusion for Data Traceability and Link Prediction.

Bingbing Dong, Zan Zhang, Jiao Li, Yi Zhu, Chenyang Bu, Xindong Wu

Proceedings of the IEEE International Conference on Data Mining, 2022

Learning Canonical F-Correlation Projection for Compact Multiview Representation.

Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Fractional Multiset Coherent Super-Resolution Representation for Low Resolution Face Recognition.

Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Yuequan Yang, Xiaobo Shen

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Attentional Meta-path Contrastive Graph Convolutional Networks for Knowledge Concept Recommendation.

Weiwei Wang, Liting Wei, Yun Li, Yi Zhu, Bin Li, Lejun Zhang

Proceedings of the Tenth International Conference on Advanced Cloud and Big Data, 2022

2021

Stacked Convolutional Sparse Auto-Encoders for Representation Learning.

Yi Zhu, Lei Li, Xindong Wu

ACM Trans. Knowl. Discov. Data, 2021

LSBert: Lexical Simplification Based on BERT.

Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Yang Shi, Xindong Wu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Hybrid collaborative recommendation of co-embedded item attributes and graph features.

Bingbing Dong, Yi Zhu, Lei Li, Xindong Wu

Neurocomputing, 2021

Microbloggers' interest inference using a subgraph stream.

Xiaoling Huang, Hao Wang, Lei Li, Yi Zhu, Chengxiang Hu

Intell. Data Anal., 2021

Representation learning with collaborative autoencoder for personalized recommendation.

Yi Zhu, Xindong Wu, Jipeng Qiang, Yunhao Yuan, Yun Li

Expert Syst. Appl., 2021

Representation Learning With Dual Autoencoder for Multi-Label Classification.

Yi Zhu, Yang Yang, Yun Li, Jipeng Qiang, Yunhao Yuan, Runmei Zhang

IEEE Access, 2021

Lifelong Learning Augmented Short Text Stream Clustering Method.

Jipeng Qiang, Wanyin Xu, Yun Li, Yunhao Yuan, Yi Zhu

IEEE Access, 2021

Domain Adaptation with Stacked Convolutional Sparse Autoencoder.

Yi Zhu, Xinke Zhou, Yun Li, Jipeng Qiang, Yunhao Yuan

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering.

Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Fractional Multi-view Hashing with Semantic Correlation Maximization.

Ruijie Gao, Yun Li, Yun-Hao Yuan, Jipeng Qiang, Yi Zhu

Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Scheme for Kinship Reasoning based on Ontology.

Ru Chen, Guliu Liu, Yi Zhu, Xindong Wu

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Personalized Recommendation Based On Entity Attributes and Graph Features.

Yi Zhu, Bingbing Dong, Zhiqing Sha

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages.

Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

2020

Wasserstein GAN based on Autoencoder with back-translation for cross-lingual embedding mappings.

Yuhong Zhang, Yuling Li, Yi Zhu, Xuegang Hu

Pattern Recognit. Lett., 2020

Semi-supervised representation learning via dual autoencoders for domain adaptation.

Shuai Yang, Hao Wang, Yuhong Zhang, Peipei Li, Yi Zhu, Xuegang Hu

Knowl. Based Syst., 2020

LSBert: A Simple Framework for Lexical Simplification.

Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

CoRR, 2020

A Hybrid Classification Method via Character Embedding in Chinese Short Text With Few Words.

Yi Zhu, Yun Li, Yongzheng Yue, Jipeng Qiang, Yunhao Yuan

IEEE Access, 2020

Hybrid Collaborative Recommendation via Dual-Autoencoder.

Bingbing Dong, Yi Zhu, Lei Li, Xindong Wu

IEEE Access, 2020

Regularized Multiset Neighborhood Correlation Analysis for Semi-paired Multiview Learning.

Yun-Hao Yuan, Zhaoqi Wu, Yun Li, Jipeng Qiang, Jianping Gou, Yi Zhu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Knowledge Graph for China's Genealogy.

Xindong Wu, Tingting Jiang, Yi Zhu, Chenyang Bu

Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Lexical Simplification with Pretrained Encoders.

Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Transfer learning with deep manifold regularized auto-encoders.

Yi Zhu, Xindong Wu, Peipei Li, Yuhong Zhang, Xuegang Hu

Neurocomputing, 2019

Representation learning via serial autoencoders for domain adaptation.

Shuai Yang, Yuhong Zhang, Yi Zhu, Pei-Pei Li, Xuegang Hu

Neurocomputing, 2019

A Simple BERT-Based Approach for Lexical Simplification.

Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu

CoRR, 2019

Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment.

Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

The ℓ _2, 1 -Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation.

Shuai Yang, Yuhong Zhang, Yi Zhu, Han Ding, Xuegang Hu

Proceedings of the Artificial Intelligence and Security - 5th International Conference, 2019

2018

Transfer learning with stacked reconstruction independent component analysis.

Yi Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li

Knowl. Based Syst., 2018

An Online Transfer Learning Algorithm with Adaptive Cost.

Yuhong Zhang, Mimi Wu, Xuegang Hu, Yi Zhu

Proceedings of the 2018 International Conference on Signal Processing and Machine Learning, 2018

Semi-Supervised Representation Learning: Transfer Learning with Manifold Regularized Auto-Encoders.

Yi Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018