Semi-Supervised Representation Learning: Transfer Learning with Manifold Regularized Auto-Encoders. - Yi Zhu 006; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (ICBK, 2018)

An Online Transfer Learning Algorithm with Adaptive Cost. - Yuhong Zhang 002; Mimi Wu; Xuegang Hu; Yi Zhu 006 (SPML, 2018)

Transfer learning with stacked reconstruction independent component analysis. - Yi Zhu 006; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (Knowl. Based Syst., 2018)

The ℓ2,1-Norm Stacked Robust Autoencoders via Adaptation Regularization for Domain Adaptation. - Shuai Yang 003; Yuhong Zhang 002; Yi Zhu 006; Han Ding; Xuegang Hu (ICAIS (2), 2019)

Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding with Similarity-Based Relation Alignment. - Tingting Jiang 004; Chenyang Bu; Yi Zhu 006; Xindong Wu 001 (PRICAI (1), 2019)

A Simple BERT-Based Approach for Lexical Simplification. - Jipeng Qiang; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Xindong Wu 001 (CoRR, 2019)

Representation learning via serial autoencoders for domain adaptation. - Shuai Yang 003; Yuhong Zhang 002; Yi Zhu 006; Pei-Pei Li 001; Xuegang Hu (Neurocomputing, 2019)

Transfer learning with deep manifold regularized auto-encoders. - Yi Zhu 006; Xindong Wu 001; Peipei Li 001; Yuhong Zhang 002; Xuegang Hu (Neurocomputing, 2019)

Lexical Simplification with Pretrained Encoders. - Jipeng Qiang; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Xindong Wu 001 (AAAI, 2020)

Web Log Analysis in Genealogy System. - Xiaojian Liu; Yi Zhu 006; Shengwei Ji (ICKG, 2020)

Knowledge Graph for China's Genealogy. - Xindong Wu 001; Tingting Jiang 004; Yi Zhu 006; Chenyang Bu (ICKG, 2020)

Regularized Multiset Neighborhood Correlation Analysis for Semi-paired Multiview Learning. - Yun-Hao Yuan 001; Zhaoqi Wu; Yun Li 010; Jipeng Qiang; Jianping Gou; Yi Zhu 006 (ICONIP (2), 2020)

Hybrid Collaborative Recommendation via Dual-Autoencoder. - Bingbing Dong; Yi Zhu 006; Lei Li 002; Xindong Wu 001 (IEEE Access, 2020)

A Hybrid Classification Method via Character Embedding in Chinese Short Text With Few Words. - Yi Zhu 006; Yun Li 010; Yongzheng Yue; Jipeng Qiang; Yunhao Yuan 001 (IEEE Access, 2020)

LSBert: A Simple Framework for Lexical Simplification. - Jipeng Qiang; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Xindong Wu 001 (CoRR, 2020)

Semi-supervised representation learning via dual autoencoders for domain adaptation. - Shuai Yang 003; Hao Wang 008; Yuhong Zhang 002; Peipei Li 001; Yi Zhu 006; Xuegang Hu (Knowl. Based Syst., 2020)

Wasserstein GAN based on Autoencoder with back-translation for cross-lingual embedding mappings. - Yuhong Zhang 002; Yuling Li 001; Yi Zhu 006; Xuegang Hu (Pattern Recognit. Lett., 2020)

An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages. - Xinyu Lu; Jipeng Qiang; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006 (EMNLP (Findings), 2021)

Personalized Recommendation Based On Entity Attributes and Graph Features. - Yi Zhu 006; Bingbing Dong; Zhiqing Sha (ICBK, 2021)

A Scheme for Kinship Reasoning based on Ontology. - Ru Chen; Guliu Liu; Yi Zhu 006; Xindong Wu 001 (ICBK, 2021)

Fractional Multi-view Hashing with Semantic Correlation Maximization. - Ruijie Gao; Yun Li 010; Yun-Hao Yuan 001; Jipeng Qiang; Yi Zhu 006 (ICONIP (5), 2021)

Multi-view Fractional Deep Canonical Correlation Analysis for Subspace Clustering. - Chao Sun; Yun-Hao Yuan 001; Yun Li 010; Jipeng Qiang; Yi Zhu 006; Xiaobo Shen 001 (ICONIP (2), 2021)

Domain Adaptation with Stacked Convolutional Sparse Autoencoder. - Yi Zhu 006; Xinke Zhou; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001 (ICONIP (5), 2021)

Lifelong Learning Augmented Short Text Stream Clustering Method. - Jipeng Qiang; Wanyin Xu; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006 (IEEE Access, 2021)

Representation Learning With Dual Autoencoder for Multi-Label Classification. - Yi Zhu 006; Yang Yang 002; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Runmei Zhang (IEEE Access, 2021)

Representation learning with collaborative autoencoder for personalized recommendation. - Yi Zhu 006; Xindong Wu 001; Jipeng Qiang; Yunhao Yuan 001; Yun Li 010 (Expert Syst. Appl., 2021)

Microbloggers' interest inference using a subgraph stream. - Xiaoling Huang; Hao Wang 008; Lei Li 002; Yi Zhu 006; Chengxiang Hu (Intell. Data Anal., 2021)

Hybrid collaborative recommendation of co-embedded item attributes and graph features. - Bingbing Dong; Yi Zhu 006; Lei Li 002; Xindong Wu 001 (Neurocomputing, 2021)

LSBert: Lexical Simplification Based on BERT. - Jipeng Qiang; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Yang Shi 003; Xindong Wu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Stacked Convolutional Sparse Auto-Encoders for Representation Learning. - Yi Zhu 006; Lei Li 002; Xindong Wu 001 (ACM Trans. Knowl. Discov. Data, 2021)

Attentional Meta-path Contrastive Graph Convolutional Networks for Knowledge Concept Recommendation. - Weiwei Wang; Liting Wei; Yun Li 010; Yi Zhu 006; Bin Li 006; Lejun Zhang (CBD, 2022)

Fractional Multiset Coherent Super-Resolution Representation for Low Resolution Face Recognition. - Yun-Hao Yuan 001; Jin Li 028; Yun Li 010; Jipeng Qiang; Yi Zhu 006; Yuequan Yang; Xiaobo Shen 001 (CCIS, 2022)

Learning Canonical F-Correlation Projection for Compact Multiview Representation. - Yun-Hao Yuan 001; Jin Li 028; Yun Li 010; Jipeng Qiang; Yi Zhu 006; Xiaobo Shen 001; Jianping Gou (CVPR, 2022)

Hypernode: Entity Fusion for Data Traceability and Link Prediction. - Bingbing Dong; Zan Zhang 002; Jiao Li; Yi Zhu 006; Chenyang Bu; Xindong Wu 001 (ICDM, 2022)

Personalized recommendation with knowledge graph via dual-autoencoder. - Yang Yang 002; Yi Zhu 006; Yun Li 010 (Appl. Intell., 2022)

Time Interval Aware Self-Attention approach for Knowledge Tracing. - Liting Wei; Bin Li 006; Yun Li 010; Yi Zhu 006 (Comput. Electr. Eng., 2022)

Prompt-Learning for Short Text Classification. - Yi Zhu 006; Xinke Zhou; Jipeng Qiang; Yun Li 010; Yunhao Yuan 001; Xindong Wu 001 (CoRR, 2022)

Combining embedding-based and symbol-based methods for entity alignment. - Tingting Jiang 004; Chenyang Bu; Yi Zhu 006; Xindong Wu 001 (Pattern Recognit., 2022)

Representation learning with deep sparse auto-encoder for multi-task learning. - Yi Zhu 006; Xindong Wu 001; Jipeng Qiang; Xuegang Hu; Yuhong Zhang 002; Pei-Pei Li 001 (Pattern Recognit., 2022)

Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in Big Graph. - Lei Li 002; Lan Jiang; Chenyang Bu; Yi Zhu 006; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2022)

ParaLS: Lexical Substitution via Pretrained Paraphraser. - Jipeng Qiang; Kang Liu; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006 (ACL (1), 2023)

Multilingual Lexical Simplification via Paraphrase Generation. - Kang Liu; Jipeng Qiang; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006; Kaixun Hua (ECAI, 2023)

Chinese Lexical Substitution: Dataset and Method. - Jipeng Qiang; Kang Liu; Ying Li; Yun Li 010; Yi Zhu 006; Yun-Hao Yuan 001; Xiaocheng Hu; Xiaoye Ouyang (EMNLP, 2023)

Learning Supervised Covariation Projection Through General Covariance. - Xiangze Bao; Yun-Hao Yuan 001; Yun Li 010; Jipeng Qiang; Yi Zhu 006 (ICASSP, 2023)

Many Is Better Than One: Multiple Covariation Learning for Latent Multiview Representation. - Yun-Hao Yuan 001; Pengwei Qian; Jin Li 028; Jipeng Qiang; Yi Zhu 006; Yun Li 010 (ICONIP (9), 2023)

Sentence Simplification via Large Language Models. - Yutao Feng; Jipeng Qiang; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006 (CoRR, 2023)

Clickbait Detection via Large Language Models. - Yi Zhu 006; Han Wang; Ye Wang 022; Yun Li 010; Yunhao Yuan 001; Jipeng Qiang (CoRR, 2023)

Joint user profiling with hierarchical attention networks. - Xiaojian Liu; Yi Zhu 006; Xindong Wu 001 (Frontiers Comput. Sci., 2023)

Unsupervised statistical text simplification using pre-trained language modeling for initialization. - Jipeng Qiang; Feng Zhang; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006; Xindong Wu 001 (Frontiers Comput. Sci., 2023)

A hybrid classification method via keywords screening and attention mechanisms in extreme short text. - Xinke Zhou; Yi Zhu 006; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Xingdong Wu; Runmei Zhang (Intell. Data Anal., 2023)

Chinese Idiom Paraphrasing. - Jipeng Qiang; Yang Li 186; Chaowei Zhang 001; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Xindong Wu 001 (Trans. Assoc. Comput. Linguistics, 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 001; Tingting Jiang 004; Yi Zhu 006; Chenyang Bu (IEEE Trans. Knowl. Data Eng., 2023)

Natural language watermarking via paraphraser-based lexical substitution. - Jipeng Qiang; Shiyu Zhu; Yun Li 010; Yi Zhu 006; Yunhao Yuan 001; Xindong Wu 001 (Artif. Intell., 2023)

Representation learning via an integrated autoencoder for unsupervised domain adaptation. - Yi Zhu 006; Xindong Wu 001; Jipeng Qiang; Yunhao Yuan 001; Yun Li 010 (Frontiers Comput. Sci., 2023)

Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder. - Yi Zhu 006; Xindong Wu 001; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001 (IEEE Trans. Artif. Intell., 2023)

Lexical simplification via single-word generation. - Jipeng Qiang; Yang Li 186; Yun Li 010; Yunhao Yuan 001; Yi Zhu 006 (Frontiers Comput. Sci., 2023)

Incomplete Multi-Kernel k-Means Clustering With Fractional-Order Embedding. - Deheng Xu; Yun Li 010; Yunhao Yuan 001; Jipeng Qiang; Yi Zhu 006 (IEEE Big Data, 2024)

Learning Spectral Canonical ℱ-Correlation Representation for Face Super-Resolution. - Yun-Hao Yuan 001; Mingzhi Hao; Yun Li 010; Jipeng Qiang; Yi Zhu 006; Xiaobo Shen 001 (ICASSP, 2024)

Face Super-Resolution Using Covariation-Guided Orthonormalized Partial Least Squares. - Mingzhi Hao; Yun-Hao Yuan 001; Jipeng Qiang; Yi Zhu 006; Yun Li 010; Runmei Zhang (ICONIP (8), 2024)

Prompt-tuning for Clickbait Detection via Text Summarization. - Haoxiang Deng; Yi Zhu 006; Ye Wang 022; Jipeng Qiang; Yunhao Yuan 001; Yun Li 010; Runmei Zhang (CoRR, 2024)

Short text classification with Soft Knowledgeable Prompt-tuning. - Yi Zhu 006; Ye Wang 022; Jianyuan Mu; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Xindong Wu 001 (Expert Syst. Appl., 2024)

Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation. - Yi Zhu 006; Yishuai Geng; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Representation learning: serial-autoencoder for personalized recommendation. - Yi Zhu 006; Yishuai Geng; Yun Li 010; Jipeng Qiang; Xindong Wu 001 (Frontiers Comput. Sci., 2024)

Prompt-Learning for Short Text Classification. - Yi Zhu 006; Ye Wang 022; Jipeng Qiang; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Asymmetric Short-Text Clustering via Prompt. - Zhi Wang; Yi Zhu 006; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Chaowei Zhang 001 (New Gener. Comput., 2024)

Iterative Soft Prompt-Tuning for Unsupervised Domain Adaptation. - Yi Zhu 006; Shuqin Wang; Jipeng Qiang; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2024)

Collaborative Document Simplification Using Multi-Agent Systems. - Dengzhao Fang; Jipeng Qiang; Xiaoye Ouyang; Yi Zhu 006; Yunhao Yuan 001; Yun Li 010 (COLING, 2025)

Post-Hoc Watermarking for Robust Detection in Text Generated by Large Language Models. - Jifei Hao; Jipeng Qiang; Yi Zhu 006; Yun Li 010; Yunhao Yuan 001; Xiaoye Ouyang (COLING, 2025)

Learning Simultaneous Facial Canonical Correlation Representation for Face Hallucination. - Yun-Hao Yuan 001; Jin Li 028; Jipeng Qiang; Yi Zhu 006; Xiaobo Shen 001; Yun Li 010 (ICASSP, 2025)

Disentangled Multi-view Graph Neural Network for multilingual knowledge graph completion. - Bingbing Dong; Chenyang Bu; Ye Wang 022; Yi Zhu 006; Xindong Wu 001 (Appl. Soft Comput., 2025)

Soft Prompt-tuning with Self-Resource Verbalizer for short text streams. - Yi Zhu 006; Ye Wang 022; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001 (Eng. Appl. Artif. Intell., 2025)

Domain adaptation for textual adversarial defense via prompt-tuning. - Zhenglong Li; Yi Zhu 006; Chenqi Hua; Yun Li 010; Yunhao Yuan 001; Jipeng Qiang (Neurocomputing, 2025)

Multi-modal soft prompt-tuning for Chinese Clickbait Detection. - Ye Wang 022; Yi Zhu 006; Yun Li 010; Liting Wei; Yunhao Yuan 001; Jipeng Qiang (Neurocomputing, 2025)

Soft prompt-tuning for unsupervised domain adaptation via self-supervision. - Yi Zhu 006; Shuqin Wang; Yun Li 010; Yunhao Yuan 001; Jipeng Qiang (Neurocomputing, 2025)

Progressive Document-level Text Simplification via Large Language Models. - Dengzhao Fang; Jipeng Qiang; Yi Zhu 006; Yun-Hao Yuan 001; Wei Li; Yan Liu 038 (CoRR, 2025)

New Evaluation Paradigm for Lexical Simplification. - Jipeng Qiang; Minjiang Huang; Yi Zhu 006; Yunhao Yuan 001; Chaowei Zhang 001; Xiaoye Ouyang (CoRR, 2025)

Redefining Simplicity: Benchmarking Large Language Models from Lexical to Document Simplification. - Jipeng Qiang; Minjiang Huang; Yi Zhu 006; Yunhao Yuan 001; Chaowei Zhang 001; Kui Yu (CoRR, 2025)

Clickbait Detection via Prompt-Tuning With Titles Only. - Ye Wang 022; Yi Zhu 006; Yun Li 010; Jipeng Qiang; Yunhao Yuan 001; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Convert Cross-Domain Classification Into Few-Shot Learning: A Unified Prompt-Tuning Framework for Unsupervised Domain Adaptation. - Yi Zhu 006; Hui Shen; Yun Li 010; Jipeng Qiang; Yun-Hao Yuan 001; Xindong Wu 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Chinese Cyberbullying Detection: Dataset, Method, and Validation. - Yi Zhu 006; Xin Zou; Xindong Wu 001 (CoRR, 2025)

Simplified multi-view graph neural network for multilingual knowledge graph completion. - Bingbing Dong; Chenyang Bu; Yi Zhu 006; Shengwei Ji; Xindong Wu 001 (Frontiers Comput. Sci., 2025)

Robust and semantic-faithful post-hoc watermarking of text generated by black-box language models. - Jifei Hao; Jipeng Qiang; Yi Zhu 006; Yun Li 010; Yun-Hao Yuan 001; Xiaocheng Hu; Xiaoye Ouyang (Frontiers Comput. Sci., 2025)