Yu Zhang

发表

A Convex Formulation for Learning Task Relationships in Multi-Task Learning

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2010, UAI.

A Survey on Multi-Task Learning

Qiang Yang, Yu Zhang, 2017, IEEE Transactions on Knowledge and Data Engineering.

A Regularization Approach to Learning Task Relationships in Multitask Learning

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2014, ACM Trans. Knowl. Discov. Data.

Multi-Task Learning using Generalized t Process

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2010, AISTATS.

Multi-task warped Gaussian process for personalized age estimation

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2010, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

Learning to Multitask

Yu Zhang, Ying Wei, Qiang Yang, 2018, NeurIPS.

MTNet: A Neural Approach for Cross-Domain Recommendation with Unstructured Text

Qiang Yang, Yu Zhang, Guangneng Hu, 2018 .

Design and optimization of biomass power plant

Tesfaldet Gebregerges Gebreegziabher, Ho Ting Luk, Tsz Ying Gene Lam, 2014 .

Personalized Neural Embeddings for Collaborative Filtering with Unstructured Text

Yu Zhang, G. Hu, 2018 .

Microalgae growth determination using modified breakage equation model

Yu Zhang, C. Hui, Ergys Pahija, 2015 .

Effective Optimization Model for Biomass Drying

Yu Zhang, C. Hui, A. O. Oyedun, 2013 .

Privacy-Preserving Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Model-Based Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

AutoTL: Learning to Transfer Automatically

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning in Reinforcement Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Transfer Learning in Recommender Systems

Sinno Jialin Pan, Wenyuan Dai, Qiang Yang, 2020, Transfer Learning.

Transfer Learning in Dialogue Systems

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020 .

Feature-Based Transfer Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning in Natural Language Processing

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Semi-supervised discriminant analysis via CCCP

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2008 .

Semi-Supervised Discriminant Analysis using robust path-based similarity

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2008, 2008 IEEE Conference on Computer Vision and Pattern Recognition.

An Overview of Multi-task Learning

Qiang Yang, Yu Zhang, Yu Zhang, 2018 .

Overlapping community detection via bounded nonnegative matrix tri-factorization

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2012, KDD.

A Survey on Multi-Task Learning pdf

Yu Zhang, Qiang Yang, Qiang Yang, 2017, IEEE Transactions on Knowledge and Data Engineering.

Instance-specific canonical correlation analysis

Wen Gao, Xilin Chen, Hong Chang, 2015, Neurocomputing.

Semisupervised Generalized Discriminant Analysis

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2011, IEEE Transactions on Neural Networks.

Learning High-Order Task Relationships in Multi-Task Learning

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2013, IJCAI.

Discriminative Experimental Design

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2011, ECML/PKDD.

A probabilistic framework for learning task relationships in multi-task learning

Dit-Yan Yeung, Yu Zhang, Yu Zhang, 2011 .

Probabilistic Multi-Task Feature Selection

Qian Xu, Dit-Yan Yeung, Yu Zhang, 2010, NIPS.

Integrating User and Agent Models: A Deep Task-Oriented Dialogue System pdf

Yu Zhang, Qiang Yang, Zhongqi Lu, 2017, ArXiv.

Multi-Task Learning in Natural Language Processing: An Overview pdf

Qiang Yang, Yu Zhang, Shijie Chen, 2021, ArXiv.

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence (AAAI-10) Adaptive Transfer Learning

Qiang Yang, Bin Cao, Dit-Yan Yeung, 2022 .

Hierarchical Attention Transfer Network for Cross-Domain Sentiment Classification

Yu Zhang, Qiang Yang, Zheng Li, 2018, AAAI.

Transfer Meets Hybrid: A Synthetic Approach for Cross-Domain Collaborative Filtering with Text

Qiang Yang, Yu Zhang, Guangneng Hu, 2019, WWW.

CoNet: Collaborative Cross Networks for Cross-Domain Recommendation

Yu Zhang, Qiang Yang, Guangneng Hu, 2018, UMCit@KDD.

Distant Domain Transfer Learning

Qiang Yang, Sinno Jialin Pan, Ben Tan, 2017, AAAI.

Flexible End-to-End Dialogue System for Knowledge Grounded Conversation pdf

Yu Zhang, Qiang Yang, Kaixiang Mo, 2017, ArXiv.

Transferable End-to-End Aspect-based Sentiment Analysis with Selective Adversarial Learning pdf

Qiang Yang, Lidong Bing, Ying Wei, 2019, EMNLP.

Learn to Cross-lingual Transfer with Meta Graph Learning across Heterogeneous Languages

Yu Zhang, Qiang Yang, Bing Yin, 2020, EMNLP.

Multi-Domain Collaborative Filtering

Bin Cao, Dit-Yan Yeung, Yu Zhang, 2010, UAI.

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classiﬁcation pdf

Qiang Yang, Xiang Zhang, Ying Wei, 2018 .

Transfer Learning via Learning to Transfer

Yu Zhang, Ying Wei, Junzhou Huang, 2018, ICML.

Parameter Transfer Unit for Deep Neural Networks

Yu Zhang, Qiang Yang, Yinghua Zhang, 2018, PAKDD.

Multilabel relationship learning

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2013, TKDD.

Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification

Qiang Yang, Yu Zhang, Ying Wei, 2018, AAAI.

Adaptive Transfer Learning

Sinno Jialin Pan, D. Yeung, Qiang Yang, 2010 .

Interactive Attention Transfer Network for Cross-Domain Sentiment Classification

Yu Zhang, Qiang Yang, Ying Wei, 2019, AAAI.

Learning Sparse Task Relations in Multi-Task Learning

Yu Zhang, Qiang Yang, Qiang Yang, 2017, AAAI.

Transfer Learning in Reinforcement Learning

Sinno Jialin Pan, Yu Zhang, Qiang Yang, 2020, Transfer Learning.

Transfer Learning

Sinno Jialin Pan, Yu Zhang, Wenyuan Dai, 2020, Computer Vision.

Transfer Learning via Learning to Transfer: Supplementary Material

Yu Zhang, Qiang Yang, Junzhou Huang, 2018, ICML 2018.

Multi-Task Learning in Heterogeneous Feature Spaces

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2011, AAAI.

Heteroscedastic Probabilistic Linear Discriminant Analysis with Semi-supervised Extension

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2009, ECML/PKDD.

Multi-Task Boosting by Exploiting Task Relationships

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2012, ECML/PKDD.

Semi-Supervised Multi-Task Regression

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2009, ECML/PKDD.

Fisher Deep Domain Adaptation pdf

Yu Zhang, Kun Bai, Yangqiu Song, 2020, SDM.

Transfer Metric Learning with Semi-Supervised Extension

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2012, TIST.

Transfer metric learning by learning task relationships

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2010, KDD.

LCMR: Local and Centralized Memories for Collaborative Filtering with Unstructured Text pdf

Yu Zhang, Qiang Yang, Guangneng Hu, 2018, ArXiv.

Transfer Learning

Yu Zhang, Wenyuan Dai, Sinno Jialin Pan, 2020 .

Worst-Case Linear Discriminant Analysis

Dit-Yan Yeung, Yu Zhang, D. Yeung, 2010, NIPS.