Yi Fang

Orcid: 0000-0001-6572-4315

Affiliations:
  • Santa Clara University, CA, USA


According to our database1, Yi Fang authored at least 46 papers between 2012 and 2024.

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

2024
Supervised probabilistic latent semantic analysis with applications to controversy analysis of legislative bills.
Intell. Data Anal., 2024

2023
Soft Prompt Tuning for Augmenting Dense Retrieval with Large Language Models.
CoRR, 2023

A Submodular Optimization Framework for Imbalanced Text Classification With Data Augmentation.
IEEE Access, 2023

AMICA: Alleviating Misinformation for Chinese Americans.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

An Empirical Study of Selection Bias in Pinterest Ads Retrieval.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Entity-aware Multi-task Learning for Query Understanding at Walmart.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022
Learning user preferences through online conversations via personalized memory transfer.
Inf. Retr. J., 2022

A Multi-task Learning Framework for Product Ranking with BERT.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Deep Partial Multiplex Network Embedding.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

WebFormer: The Web-page Transformer for Structure Information Extraction.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Meta-learning Approach to Fair Ranking.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

DIANES: A DEI Audit Toolkit for News Sources.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Two-sided Rank Consistent Ordinal Regression for Interpretable Music Key Recommendation.
Proceedings of the ICTIR '22: The 2022 ACM SIGIR International Conference on the Theory of Information Retrieval, Madrid, Spain, July 11, 2022

Fairness of Machine Learning in Search Engines.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
Multi-label Classification of Short Texts with Label Correlated Recurrent Neural Networks.
Proceedings of the ICTIR '21: The 2021 ACM SIGIR International Conference on the Theory of Information Retrieval, 2021

Karaoke Key Recommendation Via Personalized Competence-Based Rating Prediction.
Proceedings of the IEEE International Conference on Acoustics, 2021

2020
node2hash: Graph aware deep semantic text hashing.
Inf. Process. Manag., 2020

Leveraging an Efficient and Semantic Location Embedding to Seek New Ports of Bike Share Services.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019
User click prediction for personalized job recommendation.
World Wide Web, 2019

Neural Compatibility Ranking for Text-based Fashion Matching.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018
Fault-tolerant tile mining.
Expert Syst. Appl., 2018

Collaborative Memory Network for Recommendation Systems.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Deep Semantic Text Hashing with Weak Supervision.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Attentive Contextual Denoising Autoencoder for Recommendation.
Proceedings of the 2018 ACM SIGIR International Conference on Theory of Information Retrieval, 2018

2017
Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging.
ACM Trans. Inf. Syst., 2017

Product review summarization through question retrieval and diversification.
Inf. Retr. J., 2017

Which used product is more sellable? A time-aware approach.
Inf. Retr. J., 2017

Neural Semantic Personalized Ranking for item cold-start recommendation.
Inf. Retr. J., 2017

A dual-perspective latent factor model for group-aware social event recommendation.
Inf. Process. Manag., 2017

Neural Citation Network for Context-Aware Citation Recommendation.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Variational Deep Semantic Hashing for Text Documents.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016
Retrieving Non-Redundant Questions to Summarize a Product Review.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Cross-Language Microblog Retrieval using Latent Semantic Modeling.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

A Unified Energy-based Framework for Learning to Rank.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

A Utility Maximization Framework for Privacy Preservation of User Generated Content.
Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

Mobile App Retrieval for Social Media Users via Inference of Implicit Intent in Social Media Text.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

DDTA 2016: The Workshop on Data-Driven Talent Acquisition.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Related entity finding by unified probabilistic models.
World Wide Web, 2015

SP-SVM: Large Margin Classifier for Data on Multiple Manifolds.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Collaborative Language Models for Localized Query Prediction.
ACM Trans. Interact. Intell. Syst., 2014

Where not to go?: detecting road hazards using twitter.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Modeling the dynamics of personal expertise.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Dynamic Workflow Adjustment with Security Constraints.
Proceedings of the Data and Applications Security and Privacy XXVIII, 2014

2013
A Pattern Matching Approach to Streaming Slot Filling.
Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Topical authority propagation on microblogs.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Emotion tagging for comments of online news by meta classification with heterogeneous information sources.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012


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