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Peer-Reviewed Publications
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback
Yiling Jia, Hongning Wang
SIGIR 2022
Learning Contextual Bandits Through Perturbed Rewards
Yiling Jia, Weitong Zhang, Dongruo Zhou, Quanquan Gu, Hongning Wang
ICLR 2022
Learning Neural Ranking Models Online from Implicit User Feedback
Yiling Jia, Hongning Wang
The Web Conference 2022
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer (Nominated for the Best Paper Award) [pdf, code, video]
Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang
The Web Conference 2021
Active Collaborative Sensing for Energy Breakdown [pdf, slides, code]
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
28th ACM International Conference on Information and Knowledge Management, CIKM 2019
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees[pdf, slides, code]
Yiyi Tao, Yiling Jia, Nan Wang, Hongning Wang.
42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019
A Tree-Structured Neural Network Model for Household Energy Breakdown[pdf, code]
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse.
The Web Conference 2019.
Explainable Recommendation via Multi-task Learning in Opinionated Text Data[pdf, code]
Nan Wang, Yiling Jia, Yin Yue, Hongning Wang.
41st International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2018
Scalable Energy Breakdown Across Regions
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse.
The International Workshop on Non-Intrusive Load Monitoring, 2018
Transferring Decomposed Tensors for Scalable Energy Breakdown across Regions [pdf]
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse.
Thirty-Second AAAI Conference on Artificial Intelligence, AAAI 2018
Tutorials
Interactive Information Retrieval with Bandit Feedback[pdf, website]
Huazheng Wang, Yiling Jia, Hongning Wang
44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021