Jie Yang

2026

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Does Knowledge Distillation Matter for Large Language Model-Based Bundle Generation?
Kaidong Feng|Zhu Sun|Jie Yang|Hui Fang|Xinghua Qu|Wenyuan Liu
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 4

2024

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XCrowd: Combining Explainability and Crowdsourcing to Diagnose Models in Relation Extraction.
Alisa Smirnova|Jie Yang|Philippe Cudré-Mauroux
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024
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Adaptive In-Context Learning with Large Language Models for Bundle Generation.
Zhu Sun|Kaidong Feng|Jie Yang|Xinghua Qu|Hui Fang|Yew-Soon Ong|Wenyuan Liu
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
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Robust Link Prediction over Noisy Hyper-Relational Knowledge Graphs via Active Learning.
Weijian Yu|Jie Yang|Dingqi Yang
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

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The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.
Zheng Chen|Ziyan Jiang|Fan Yang|Zhankui He|Yupeng Hou|Eunah Cho|Julian J. McAuley|Aram Galstyan|Xiaohua Hu|Jie Yang
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
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HybridEval: A Human-AI Collaborative Approach for Evaluating Design Ideas at Scale.
Sepideh Mesbah|Ines Arous|Jie Yang|Alessandro Bozzon
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Report on the 1st Workshop on Human-in-the-Loop Data Curation (HIL-DC 2022) at CIKM 2022.
Gianluca Demartini|Jie Yang|Shazia Sadiq
SIGIR Forum 2022 Volume 56 Issue 2
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Workshop on Human-in-the-loop Data Curation.
Gianluca Demartini|Jie Yang|Shazia Sadiq
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Revisiting Bundle Recommendation: Datasets, Tasks, Challenges and Opportunities for Intent-aware Product Bundling.
Zhu Sun|Jie Yang|Kaidong Feng|Hui Fang|Xinghua Qu|Yew Soon Ong
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Ready Player One! Eliciting Diverse Knowledge Using A Configurable Game.
Agathe Balayn|Gaole He|Andrea Hu|Jie Yang|Ujwal Gadiraju
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
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What Should You Know? A Human-In-the-Loop Approach to Unknown Unknowns Characterization in Image Recognition.
Shahin Sharifi Noorian|Sihang Qiu|Ujwal Gadiraju|Jie Yang|Alessandro Bozzon
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Peer Grading the Peer Reviews: A Dual-Role Approach for Lightening the Scholarly Paper Review Process.
Ines Arous|Jie Yang|Mourad Khayati|Philippe Cudré-Mauroux
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.
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What do You Mean? Interpreting Image Classification with Crowdsourced Concept Extraction and Analysis.
Agathe Balayn|Panagiotis Soilis|Christoph Lofi|Jie Yang|Alessandro Bozzon
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

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The Role of Attributes in Product Quality Comparisons.
Felipe Moraes|Jie Yang|Rongting Zhang|Vanessa Murdock
CHIIR '20: Conference on Human Information Interaction and Retrieval, Vancouver, BC, Canada, March 14-18, 2020.
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Web-to-Voice Transfer for Product Recommendation on Voice.
Rongting Zhang|Jie Yang
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020
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OpenCrowd: A Human-AI Collaborative Approach for Finding Social Influencers via Open-Ended Answers Aggregation.
Ines Arous|Jie Yang|Mourad Khayati|Philippe Cudré-Mauroux
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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ActiveLink: Deep Active Learning for Link Prediction in Knowledge Graphs.
Natalia Ostapuk|Jie Yang|Philippe Cudré-Mauroux
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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Revisiting User Mobility and Social Relationships in LBSNs: A Hypergraph Embedding Approach.
Dingqi Yang|Bingqing Qu|Jie Yang|Philippe Cudré-Mauroux
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
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Scalpel-CD: Leveraging Crowdsourcing and Deep Probabilistic Modeling for Debugging Noisy Training Data.
Jie Yang|Alisa Smirnova|Dingqi Yang|Gianluca Demartini|Yuan Lu|Philippe Cudré-Mauroux
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Leveraging Crowdsourcing Data for Deep Active Learning An Application: Learning Intents in Alexa.
Jie Yang|Thomas Drake|Andreas C. Damianou|Yoelle Maarek
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2017

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Interacting Attention-gated Recurrent Networks for Recommendation.
Wenjie Pei|Jie Yang|Zhu Sun|Jie Zhang|Alessandro Bozzon|David M. J. Tax
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, Singapore, November 06 - 10, 2017