Ruofei Zhang

According to our database1, Ruofei Zhang authored at least 58 papers between 2002 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2021
TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search.
CoRR, 2021

2020
Influential factors of working adults' perceptions of mobile-assisted vocabulary learning with multimedia annotations.
Int. J. Mob. Learn. Organisation, 2020

A comprehensive framework for designing and evaluating vocabulary learning apps from multiple perspectives.
Int. J. Mob. Learn. Organisation, 2020

BANG: Bridging Autoregressive and Non-autoregressive Generation with Large Scale Pretraining.
CoRR, 2020

GLGE: A New General Language Generation Evaluation Benchmark.
CoRR, 2020

HittER: Hierarchical Transformers for Knowledge Graph Embeddings.
CoRR, 2020

TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval.
CoRR, 2020

ProphetNet-Ads: A Looking Ahead Strategy for Generative Retrieval Models in Sponsored Search Engine.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

A Multimodal Fusion Framework for Brand Recognition from Product Image and Context.
Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, 2020

XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Boosting Fashion Image Attributes Classification Performance with MT-GAN Training Technique.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020

An Enhanced Knowledge Injection Model for Commonsense Generation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

TwinBERT: Distilling Knowledge to Twin-Structured Compressed BERT Models for Large-Scale Retrieval.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

AutoADR: Automatic Model Design for Ad Relevance.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Personalized word learning for university students: a profile-based method for e-learning systems.
J. Comput. High. Educ., 2019

Generating Better Search Engine Text Advertisements with Deep Reinforcement Learning.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
RapidScorer: Fast Tree Ensemble Evaluation by Maximizing Compactness in Data Level Parallelization.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Rare Query Expansion Through Generative Adversarial Networks in Search Advertising.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017
DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks.
Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

2016
Attention Based Recurrent Neural Networks for Online Advertising.
Proceedings of the 25th International Conference on World Wide Web, 2016

DeepIntent: Learning Attentions for Online Advertising with Recurrent Neural Networks.
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015
Contextual Query Intent Extraction for Paid Search Selection.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

Ads Keyword Rewriting Using Search Engine Results.
Proceedings of the 24th International Conference on World Wide Web Companion, 2015

2014
Automatic keywords generation for contextual advertising.
Proceedings of the 23rd International World Wide Web Conference, 2014

Large-Scale Multi-Label Learning with Incomplete Label Assignments.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

2013
A Lipschitz Exploration-Exploitation Scheme for Bayesian Optimization.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013

2012
The impact of visual appearance on user response in online display advertising.
Proceedings of the 21st World Wide Web Conference, 2012

Multimedia features for click prediction of new ads in display advertising.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Multiview hierarchical bayesian regression model andapplication to online advertising.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Visual appearance of display ads and its effect on click through rate.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
A stochastic learning-to-rank algorithm and its application to contextual advertising.
Proceedings of the 20th International Conference on World Wide Web, 2011

Internet multimedia advertising: techniques and technologies.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Bid landscape forecasting in online ad exchange marketplace.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010
Multimedia Data Mining.
Proceedings of the Data Mining and Knowledge Discovery Handbook, 2nd ed., 2010

Exploitation and exploration in a performance based contextual advertising system.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

2009
Learning to Rank by Optimizing NDCG Measure.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Towards developing a unified multimodal image retrieval framework.
Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008
Maximum Margin Active Learning for Sequence Labeling with Different Length.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

2007
Effective Image Retrieval Based on Hidden Concept Discovery in Image Database.
IEEE Trans. Image Process., 2007

2006
A probabilistic semantic model for image annotation and multi-modal image retrieval.
Multim. Syst., 2006

BALAS: Empirical Bayesian learning in the relevance feedback for image retrieval.
Image Vis. Comput., 2006

Joint categorization of queries and clips for web-based video search.
Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2006

2005
FAST: Toward more effective and efficient image retrieval.
Multim. Syst., 2005

Image Database Classification based on Concept Vector Model.
Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

A Probabilistic Semantic Model for Image Annotation and Multi-Modal Image Retrieva.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
A Robust Color Object Analysis Approach to Efficient Image Retrieval.
EURASIP J. Adv. Signal Process., 2004

A data mining approach to modeling relationships among categories in image collection.
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

A Bayesian Framework for Automatic Concept Discovery in Image Collections.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Region Based a-Semantics Graph Driven Image Retrieval.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Semantic repository modeling in image database.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Exploiting the cognitive synergy between different media modalities in multimodal information retrieval.
Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Stretching Bayesian Learning in the Relevance Feedback of Image Retrieval.
Proceedings of the Computer Vision, 2004

Hidden Semantic Concept Discovery in Region Based Image Retrieval.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
A Unified Fuzzy Feature Indexing Scheme for Region Based Online Image Querying.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003

Addressing CBIR efficiency, effectiveness, and retrieval subjectivity simultaneously.
Proceedings of the 5th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2003

A 3D Modeling Scheme for Cerebral Vasculature from MRA Datasets.
Proceedings of the 16th IEEE Symposium on Computer-Based Medical Systems (CBMS 2003), 2003

2002
A Clustering Based Approach to Efficient Image Retrieval.
Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002


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