Yi Zhang

Orcid: 0000-0003-4299-1511

Affiliations:
  • University of California Santa Cruz, CA, USA


According to our database1, Yi Zhang authored at least 90 papers between 2000 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2023
Utilizing Implicit Feedback for User Mainstreaminess Evaluation and Bias Detection in Recommender Systems.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2023

2022
Aerial Vision-and-Dialog Navigation.
CoRR, 2022

2021
WSDM 2021 Tutorial on Conversational Recommendation Systems.
Proceedings of the WSDM '21, 2021

CSR 2021: The 1st International Workshop on Causality in Search and Recommendation.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Visual Question Rewriting for Increasing Response Rate.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

IUI 2021 Tutorial on Conversational Recommendation Systems.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

2020
EARS 2020: The 3rd International Workshop on ExplainAble Recommendation and Search.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Tutorial on Conversational Recommendation Systems.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

2019
Personalized Context-aware Re-ranking for E-commerce Recommender Systems.
CoRR, 2019

EARS 2019: The 2nd International Workshop on ExplainAble Recommendation and Search.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Personalized re-ranking for recommendation.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

2018
Standard Effectiveness Measures.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Recall.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Precision.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

F-Measure.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Eleven Point Precision-Recall Curve.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Average Precision.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Report on EARS'18: 1st International Workshop on ExplainAble Recommendation and Search.
SIGIR Forum, 2018

SIGIR 2018 Workshop on ExplainAble Recommendation and Search (EARS 2018).
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Item Retrieval as Utility Estimation.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Conversational Recommender System.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Modeling Consumer Buying Decision for Recommendation Based on Multi-Task Deep Learning.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

A Socio-linguistic Model for Cyberbullying Detection.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017
Multi-Product Utility Maximization for Economic Recommendation.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

VAMS 2017: Workshop on Value-Aware and Multistakeholder Recommendation.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016
Economic Recommendation with Surplus Maximization.
Proceedings of the 25th International Conference on World Wide Web, 2016

Conversational Recommendation System with Unsupervised Learning.
Proceedings of the 10th ACM Conference on Recommender Systems, 2016

2015
Daily-Aware Personalized Recommendation based on Feature-Level Time Series Analysis.
Proceedings of the 24th International Conference on World Wide Web, 2015

Exploration of Semantic-aware Approach for Contextual Suggestion Using Knowledge from The Open Web.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Exploiting User and Business Attributes for Personalized Business Recommendation.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

E-commerce Recommendation with Personalized Promotion.
Proceedings of the 9th ACM Conference on Recommender Systems, 2015

Life-stage Prediction for Product Recommendation in E-commerce.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Task-based recommendation on a web-scale.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014
Explicit factor models for explainable recommendation based on phrase-level sentiment analysis.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Understanding the Sparsity: Augmented Matrix Factorization with Sampled Constraints on Unobservables.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Is it time for a career switch?
Proceedings of the 22nd International World Wide Web Conference, 2013

Opportunity model for e-commerce recommendation: right product; right time.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

2012
Summarizing highly structured documents for effective search interaction.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Multi-session re-search: in pursuit of repetition and diversification.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

4Is of social bully filtering: identity, inference, influence, and intervention.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Unified Recommendation and Search in E-Commerce.
Proceedings of the Information Retrieval Technology, 2012

Have your cake and eat it too!: preserving privacy while achieving high behavioral targeting performance.
Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy, 2012

2011
Filtering semi-structured documents based on faceted feedback.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Utilizing marginal net utility for recommendation in e-commerce.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Best document selection based on approximate utility optimization.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

On bias problem in relevance feedback.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Learning conditional random fields with latent sparse features for acronym expansion finding.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Interaction and Personalization of Criteria in Recommender Systems.
Proceedings of the User Modeling, 2010

Interactive retrieval based on faceted feedback.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Training Conditional Random Fields Using Transfer Learning for Gesture Recognition.
Proceedings of the ICDM 2010, 2010

Query Difficulty Prediction for Contextual Image Retrieval.
Proceedings of the Advances in Information Retrieval, 2010

Mixture model based contextual image retrieval.
Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

Discriminative factored prior models for personalized content-based recommendation.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Utilizing re-finding for personalized information retrieval.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Standard Effectiveness Measures.
Proceedings of the Encyclopedia of Database Systems, 2009

Recall.
Proceedings of the Encyclopedia of Database Systems, 2009

Precision.
Proceedings of the Encyclopedia of Database Systems, 2009

F-Measure.
Proceedings of the Encyclopedia of Database Systems, 2009

Eleven Point Precision-recall Curve.
Proceedings of the Encyclopedia of Database Systems, 2009

Average Precision.
Proceedings of the Encyclopedia of Database Systems, 2009

iOLAP: A Framework for Analyzing the Internet, Social Networks, and Other Networked Data.
IEEE Trans. Multim., 2009

Information retrieval and advertising.
SIGIR Forum, 2009

User-centric multi-criteria information retrieval.
Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Ordering innovators and laggards for product categorization and recommendation.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

User Interface Design.
Proceedings of the Dynamic Taxonomies and Faceted Search: Theory, 2009

2008
Classifying Software Changes: Clean or Buggy?
IEEE Trans. Software Eng., 2008

Fast exact maximum likelihood estimation for mixture of language model.
Inf. Process. Manag., 2008

Complex adaptive filtering user profile using graphical models.
Inf. Process. Manag., 2008

Personalized interactive faceted search.
Proceedings of the 17th International Conference on World Wide Web, 2008

Fuzzy trust recommendation based on collaborative filtering for mobile ad-hoc networks.
Proceedings of the LCN 2008, 2008

Probabilistic polyadic factorization and its application to personalized recommendation.
Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Open Domain Recommendation: Social Networks and Collaborative Filtering.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

Automatic Web Tagging and Person Tagging Using Language Models.
Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

2007
Web based linkage.
Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), 2007

Fast exact maximum likelihood estimation for mixture of language models.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Efficient bayesian hierarchical user modeling for recommendation system.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Searching and navigating petabyte-scale file systems based on facets.
Proceedings of the 2nd International Petascale Data Storage Workshop (PDSW '07), 2007

Incorporating Diversity and Density in Active Learning for Relevance Feedback.
Proceedings of the Advances in Information Retrieval, 2007

2006
UCSC on REC 2006 Blog Opinion Mining.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Unsupervised Learning of Tree Alignment Models for Information Extraction.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Bayesian adaptive user profiling with explicit & implicit feedback.
Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

2005
Bayesian graphical models for adaptive filtering.
SIGIR Forum, 2005

Combining Multiple Forms of Evidence While Filtering.
Proceedings of the HLT/EMNLP 2005, 2005

2004
Using bayesian priors to combine classifiers for adaptive filtering.
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004

2003
Exploration and Exploitation in Adaptive Filtering Based on Bayesian Active Learning.
Proceedings of the Machine Learning, 2003

2002
Information Filtering, Novelty Detection, and Named-Page Finding.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Novelty and redundancy detection in adaptive filtering.
Proceedings of the SIGIR 2002: Proceedings of the 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2002

2001
The Bias Problem and Language Models in Adaptive Filtering.
Proceedings of The Tenth Text REtrieval Conference, 2001

Maximum Likelihood Estimation for Filtering Thresholds.
Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

2000
YFilter at TREC-9.
Proceedings of The Ninth Text REtrieval Conference, 2000


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