Yi Fang

Qifan Wang

Proceedings of the 2025 International ACM SIGIR Conference on Innovative Concepts and Theories in Information Retrieval, 2025

Evaluating Fairness in Large Vision-Language Models Across Diverse Demographic Attributes and Prompts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Does RAG Introduce Unfairness in LLMs? Evaluating Fairness in Retrieval-Augmented Generation Systems.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

A Unified Meta-Learning Framework for Fair Ranking With Curriculum Learning.

[BibT_eX]

[DOI]

Yuan Wang

Zhiqiang Tao

IEEE Trans. Knowl. Data Eng., September, 2024

Table Transformers for imputing textual attributes.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2024

Supervised probabilistic latent semantic analysis with applications to controversy analysis of legislative bills.

[BibT_eX]

[DOI]

Eyor Alemayehu

Intell. Data Anal., 2024

Fairness in Search Systems.

[BibT_eX]

[DOI]

Ashudeep Singh

Zhiqiang Tao

Found. Trends Inf. Retr., 2024

ChainRank-DPO: Chain Rank Direct Preference Optimization for LLM Rankers.

[BibT_eX]

[DOI]

CoRR, 2024

CLERF: Contrastive LEaRning for Full Range Head Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

RAG-ConfusionQA: A Benchmark for Evaluating LLMs on Confusing Questions.

[BibT_eX]

[DOI]

Jinming Nian

Alexandre V. Evfimievski

CoRR, 2024

Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications.

[BibT_eX]

[DOI]

Ethan Lin

CoRR, 2024

Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Mathematical Foundation and Corrections for Full Range Head Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2024

Aligning Out-of-Distribution Web Images and Caption Semantics via Evidential Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

AMD: Automatic Multi-step Distillation of Large-Scale Vision Models.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

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

[BibT_eX]

[DOI]

Xuyang Wu

CoRR, 2023

A Submodular Optimization Framework for Imbalanced Text Classification With Data Augmentation.

[BibT_eX]

[DOI]

Eyor Alemayehu

IEEE Access, 2023

AMICA: Alleviating Misinformation for Chinese Americans.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Entity-aware Multi-task Learning for Query Understanding at Walmart.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Nagaarchana Godavarthy

Inf. Retr. J., 2022

A Multi-task Learning Framework for Product Ranking with BERT.

[BibT_eX]

[DOI]

Xuyang Wu

Alessandro Magnani

Suthee Chaidaroon

Ajit Puthenputhussery

Ciya Liao

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Deep Partial Multiplex Network Embedding.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

A Meta-learning Approach to Fair Ranking.

[BibT_eX]

[DOI]

Yuan Wang

Zhiqiang Tao

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Game Theoretic Approach to Extreme Fast Charging Location.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Multi-label Classification of Short Texts with Label Correlated Recurrent Neural Networks.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

node2hash: Graph aware deep semantic text hashing.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2020

Leveraging an Efficient and Semantic Location Embedding to Seek New Ports of Bike Share Services.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

User click prediction for personalized job recommendation.

[BibT_eX]

[DOI]

World Wide Web, 2019

Neural Compatibility Ranking for Text-based Fashion Matching.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

2018

Fault-tolerant tile mining.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2018

Collaborative Memory Network for Recommendation Systems.

[BibT_eX]

[DOI]

Bin Shen

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

Deep Semantic Text Hashing with Weak Supervision.

[BibT_eX]

[DOI]

Suthee Chaidaroon

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

Attentive Contextual Denoising Autoencoder for Recommendation.

[BibT_eX]

[DOI]

Yogesh Jhamb

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.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

Product review summarization through question retrieval and diversification.

[BibT_eX]

[DOI]

Inf. Retr. J., 2017

Which used product is more sellable? A time-aware approach.

[BibT_eX]

[DOI]

Inf. Retr. J., 2017

Neural Semantic Personalized Ranking for item cold-start recommendation.

[BibT_eX]

[DOI]

Inf. Retr. J., 2017

A dual-perspective latent factor model for group-aware social event recommendation.

[BibT_eX]

[DOI]

Yogesh Jhamb

Inf. Process. Manag., 2017

Neural Citation Network for Context-Aware Citation Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Variational Deep Semantic Hashing for Text Documents.

[BibT_eX]

[DOI]

Suthee Chaidaroon

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.

[BibT_eX]

[DOI]

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Cross-Language Microblog Retrieval using Latent Semantic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on the Theory of Information Retrieval, 2016

A Unified Energy-based Framework for Learning to Rank.

[BibT_eX]

[DOI]

Mengwen Liu

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.

[BibT_eX]

[DOI]

Haibing Lu

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.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

DDTA 2016: The Workshop on Data-Driven Talent Acquisition.

[BibT_eX]

[DOI]

Maarten de Rijke

Huangming Xie

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Related entity finding by unified probabilistic models.

[BibT_eX]

[DOI]

World Wide Web, 2015

SP-SVM: Large Margin Classifier for Data on Multiple Manifolds.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Collaborative Language Models for Localized Query Prediction.

[BibT_eX]

[DOI]

Ziad Al Bawab

Jean-François Crespo

ACM Trans. Interact. Intell. Syst., 2014

Where not to go?: detecting road hazards using twitter.

[BibT_eX]

[DOI]

Avinash Kumar

Miao Jiang

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Modeling the dynamics of personal expertise.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Dynamic Workflow Adjustment with Security Constraints.

[BibT_eX]

[DOI]

Proceedings of the Data and Applications Security and Privacy XXVIII, 2014

2013

A Pattern Matching Approach to Streaming Slot Filling.

[BibT_eX]

[DOI]

Proceedings of The Twenty-Second Text REtrieval Conference, 2013

Topical authority propagation on microblogs.

[BibT_eX]

[DOI]

Juan Hu

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Probabilistic approaches to entity retrieval

[BibT_eX]

[DOI]

PhD thesis, 2012

Expertise Retrieval.

[BibT_eX]

[DOI]

Found. Trends Inf. Retr., 2012

Mining contrastive opinions on political texts using cross-perspective topic model.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Emotion tagging for comments of online news by meta classification with heterogeneous information sources.

[BibT_eX]

[DOI]

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

A latent pairwise preference learning approach for recommendation from implicit feedback.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Discriminative probabilistic models for expert search in heterogeneous information sources.

[BibT_eX]

[DOI]

Aditya P. Mathur

Inf. Retr., 2011

Enhanced predictions of wood properties using hybrid models of PCR and PLS with high-dimensional NIR spectral data.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2011

Analysis of an expert search query log.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Identifying similar people in professional social networks with discriminative probabilistic models.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Matrix co-factorization for recommendation with rich side information and implicit feedback.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Information Heterogeneity and Fusion in Recommender Systems, 2011

2010

Discriminative graphical models for faculty homepage discovery.

[BibT_eX]

[DOI]

Aditya P. Mathur

Inf. Retr., 2010

Purdue at TREC 2010 Entity Track: A Probabilistic Framework for Matching Types Between Candidate and Target Entities.

[BibT_eX]

[DOI]

Proceedings of The Nineteenth Text REtrieval Conference, 2010

Discriminative models of integrating document evidence and document-candidate associations for expert search.

[BibT_eX]

[DOI]

Aditya P. Mathur

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

2009

Entity Retrieval with Hierarchical Relevance Model, Exploiting the Structure of Tables and Learning Homepage Classifiers.

[BibT_eX]

[DOI]

Proceedings of The Eighteenth Text REtrieval Conference, 2009

2008

Robust Probabilistic Multivariate Calibration Model.

[BibT_eX]

[DOI]

Myong K. Jeong

Technometrics, 2008

Combining gene sequence similarity and textual information for gene function annotation in the literature.

[BibT_eX]

[DOI]

Inf. Retr., 2008

Incremental Anomaly Detection Approach for Characterizing Unusual Profiles.

[BibT_eX]

[DOI]

Olufemi A. Omitaomu

Auroop R. Ganguly

Proceedings of the Knowledge Discovery from Sensor Data, 2008

2006

Health monitoring of a shaft transmission system via hybrid models of PCR and PLS.

[BibT_eX]

[DOI]

Hyun-Woo Cho

Myong Kee Jeong

Proceedings of the Sixth SIAM International Conference on Data Mining, 2006

Online change detection: Monitoring land cover from remotely sensed data.

[BibT_eX]

[DOI]