Yi Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 58

Top Topics

Transfer Learning

Personalized Recommendation

Top Venues

Frontiers Comput. Sci.

Publications

Yi Zhu, Yishuai Geng, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu
Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Haoxiang Deng, Yi Zhu, Ye Wang, Jipeng Qiang, Yunhao Yuan, Yun Li, Runmei Zhang
Prompt-tuning for Clickbait Detection via Text Summarization. CoRR (2024)
Yun-Hao Yuan, Mingzhi Hao, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
Learning Spectral Canonical ℱ-Correlation Representation for Face Super-Resolution. ICASSP (2024)
Yi Zhu, Ye Wang, Jianyuan Mu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xindong Wu
Short text classification with Soft Knowledgeable Prompt-tuning. Expert Syst. Appl. 246 (2024)
Xindong Wu, Tingting Jiang, Yi Zhu, Chenyang Bu
1.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). IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu
ParaLS: Lexical Substitution via Pretrained Paraphraser. ACL (1) (2023)
Xiaojian Liu, Yi Zhu, Xindong Wu
Joint user profiling with hierarchical attention networks. Frontiers Comput. Sci. 17 (3) (2023)
Jipeng Qiang, Yang Li, Yun Li, Yunhao Yuan, Yi Zhu
Lexical simplification via single-word generation. Frontiers Comput. Sci. 17 (6) (2023)
Xinke Zhou, Yi Zhu, Yun Li, Jipeng Qiang, Yunhao Yuan, Xingdong Wu, Runmei Zhang
A hybrid classification method via keywords screening and attention mechanisms in extreme short text. Intell. Data Anal. 27 (5) (2023)
Yi Zhu, Xindong Wu, Yun Li, Jipeng Qiang, Yunhao Yuan
Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder. IEEE Trans. Artif. Intell. 4 (5) (2023)
Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
Chinese Idiom Paraphrasing. Trans. Assoc. Comput. Linguistics 11 (2023)
Xiangze Bao, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu
Learning Supervised Covariation Projection Through General Covariance. ICASSP (2023)
Jipeng Qiang, Feng Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu
Unsupervised statistical text simplification using pre-trained language modeling for initialization. Frontiers Comput. Sci. 17 (1) (2023)
Jipeng Qiang, Kang Liu, Yun Li, Yunhao Yuan, Yi Zhu
ParaLS: Lexical Substitution via Pretrained Paraphraser. CoRR (2023)
Jipeng Qiang, Shiyu Zhu, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
Natural language watermarking via paraphraser-based lexical substitution. Artif. Intell. 317 (2023)
Yi Zhu, Xindong Wu, Jipeng Qiang, Yunhao Yuan, Yun Li
Representation learning via an integrated autoencoder for unsupervised domain adaptation. Frontiers Comput. Sci. 17 (5) (2023)
Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu
Combining embedding-based and symbol-based methods for entity alignment. Pattern Recognit. 124 (2022)
Weiwei Wang, Liting Wei, Yun Li, Yi Zhu, Bin Li, Lejun Zhang
Attentional Meta-path Contrastive Graph Convolutional Networks for Knowledge Concept Recommendation. CBD (2022)
Bingbing Dong, Zan Zhang, Jiao Li, Yi Zhu, Chenyang Bu, Xindong Wu
Hypernode: Entity Fusion for Data Traceability and Link Prediction. ICDM (2022)
Lei Li, Lan Jiang, Chenyang Bu, Yi Zhu, Xindong Wu
Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph. IEEE Trans. Emerg. Top. Comput. Intell. 6 (5) (2022)
Jipeng Qiang, Yang Li, Chaowei Zhang, Yun Li, Yunhao Yuan, Yi Zhu, Xindong Wu
Chinese Idiom Paraphrasing. CoRR (2022)
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Yuequan Yang, Xiaobo Shen
Fractional Multiset Coherent Super-Resolution Representation for Low Resolution Face Recognition. CCIS (2022)
Yang Yang, Yi Zhu, Yun Li
Personalized recommendation with knowledge graph via dual-autoencoder. Appl. Intell. 52 (6) (2022)
Yi Zhu, Xindong Wu, Jipeng Qiang, Xuegang Hu, Yuhong Zhang, Pei-Pei Li
Representation learning with deep sparse auto-encoder for multi-task learning. Pattern Recognit. 129 (2022)
Yun-Hao Yuan, Jin Li, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen, Jianping Gou
Learning Canonical F-Correlation Projection for Compact Multiview Representation. CVPR (2022)
Yi Zhu, Xinke Zhou, Jipeng Qiang, Yun Li, Yunhao Yuan, Xindong Wu
Prompt-Learning for Short Text Classification. CoRR (2022)
Liting Wei, Bin Li, Yun Li, Yi Zhu
Time Interval Aware Self-Attention approach for Knowledge Tracing. Comput. Electr. Eng. 102 (2022)
Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages. CoRR (2021)
Yi Zhu, Xindong Wu, Jipeng Qiang, Yunhao Yuan, Yun Li
Representation learning with collaborative autoencoder for personalized recommendation. Expert Syst. Appl. 186 (2021)
Yi Zhu, Bingbing Dong, Zhiqing Sha
Personalized Recommendation Based On Entity Attributes and Graph Features. ICBK (2021)
Xiaoling Huang, Hao Wang, Lei Li, Yi Zhu, Chengxiang Hu
Microbloggers' interest inference using a subgraph stream. Intell. Data Anal. 25 (2) (2021)
Ru Chen, Guliu Liu, Yi Zhu, Xindong Wu
A Scheme for Kinship Reasoning based on Ontology. ICBK (2021)
Chao Sun, Yun-Hao Yuan, Yun Li, Jipeng Qiang, Yi Zhu, Xiaobo Shen
Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering. ICONIP (2) (2021)
Bingbing Dong, Yi Zhu, Lei Li, Xindong Wu
Hybrid collaborative recommendation of co-embedded item attributes and graph features. Neurocomputing 442 (2021)
Yi Zhu, Yang Yang, Yun Li, Jipeng Qiang, Yunhao Yuan, Runmei Zhang
Representation Learning With Dual Autoencoder for Multi-Label Classification. IEEE Access 9 (2021)
Yi Zhu, Lei Li, Xindong Wu
Stacked Convolutional Sparse Auto-Encoders for Representation Learning. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Ruijie Gao, Yun Li, Yun-Hao Yuan, Jipeng Qiang, Yi Zhu
Fractional Multi-view Hashing with Semantic Correlation Maximization. ICONIP (5) (2021)
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Yang Shi, Xindong Wu
LSBert: Lexical Simplification Based on BERT. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages. EMNLP (Findings) (2021)
Jipeng Qiang, Wanyin Xu, Yun Li, Yunhao Yuan, Yi Zhu
Lifelong Learning Augmented Short Text Stream Clustering Method. IEEE Access 9 (2021)
Yi Zhu, Xinke Zhou, Yun Li, Jipeng Qiang, Yunhao Yuan
Domain Adaptation with Stacked Convolutional Sparse Autoencoder. ICONIP (5) (2021)
Yun-Hao Yuan, Zhaoqi Wu, Yun Li, Jipeng Qiang, Jianping Gou, Yi Zhu
Regularized Multiset Neighborhood Correlation Analysis for Semi-paired Multiview Learning. ICONIP (2) (2020)
Shuai Yang, Hao Wang, Yuhong Zhang, Peipei Li, Yi Zhu, Xuegang Hu
Semi-supervised representation learning via dual autoencoders for domain adaptation. Knowl. Based Syst. 190 (2020)
Yi Zhu, Yun Li, Yongzheng Yue, Jipeng Qiang, Yunhao Yuan
A Hybrid Classification Method via Character Embedding in Chinese Short Text With Few Words. IEEE Access 8 (2020)
Bingbing Dong, Yi Zhu, Lei Li, Xindong Wu
Hybrid Collaborative Recommendation via Dual-Autoencoder. IEEE Access 8 (2020)
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
LSBert: A Simple Framework for Lexical Simplification. CoRR (2020)
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
Lexical Simplification with Pretrained Encoders. AAAI (2020)
Xindong Wu, Tingting Jiang, Yi Zhu, Chenyang Bu
Knowledge Graph for China's Genealogy. ICKG (2020)
Yuhong Zhang, Yuling Li, Yi Zhu, Xuegang Hu
Wasserstein GAN based on Autoencoder with back-translation for cross-lingual embedding mappings. Pattern Recognit. Lett. 129 (2020)
Yi Zhu, Xindong Wu, Peipei Li, Yuhong Zhang, Xuegang Hu
Transfer learning with deep manifold regularized auto-encoders. Neurocomputing 369 (2019)
Jipeng Qiang, Yun Li, Yi Zhu, Yunhao Yuan, Xindong Wu
A Simple BERT-Based Approach for Lexical Simplification. CoRR (2019)
Shuai Yang, Yuhong Zhang, Yi Zhu, Pei-Pei Li, Xuegang Hu
Representation learning via serial autoencoders for domain adaptation. Neurocomputing 351 (2019)
Shuai Yang, Yuhong Zhang, Yi Zhu, Han Ding, Xuegang Hu
The ℓ _2, 1 -Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation. ICAIS (2) (2019)
Tingting Jiang, Chenyang Bu, Yi Zhu, Xindong Wu
Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment. PRICAI (1) (2019)
Shuai Yang, Hao Wang, Yuhong Zhang, Yi Zhu, Peipei Li, Xuegang Hu
Semi-supervised representation learning via dual autoencoders for domain adaptation. CoRR (2019)
Yi Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li
Transfer learning with stacked reconstruction independent component analysis. Knowl. Based Syst. 152 (2018)
Yuhong Zhang, Mimi Wu, Xuegang Hu, Yi Zhu
An Online Transfer Learning Algorithm with Adaptive Cost. SPML (2018)
Yi Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li
Semi-Supervised Representation Learning: Transfer Learning with Manifold Regularized Auto-Encoders. ICBK (2018)