Yiling Jia

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 20

Top Topics

Learning To Rank

Balancing Exploration And Exploitation

Top Venues

HPCC/DSS/SmartCity

Publications

Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Mykola Pechenizkiy, Yi Liang, Zhangyang Wang, Shiwei Liu
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity. CoRR (2023)
Yiling Jia, Weitong Zhang, Dongruo Zhou, Quanquan Gu, Hongning Wang
Learning Neural Contextual Bandits through Perturbed Rewards. ICLR (2022)
Yiling Jia, Hongning Wang
Learning Neural Ranking Models Online from Implicit User Feedback. WWW (2022)
Yiling Jia, Hongning Wang
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback. SIGIR (2022)
Yiling Jia, Hongning Wang
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback. CoRR (2022)
Yiling Jia, Weitong Zhang, Dongruo Zhou, Quanquan Gu, Hongning Wang
Learning Contextual Bandits Through Perturbed Rewards. CoRR (2022)
Yiling Jia, Hongning Wang
Learning Neural Ranking Models Online from Implicit User Feedback. CoRR (2022)
Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. CoRR (2021)
Huazheng Wang, Yiling Jia, Hongning Wang
Interactive Information Retrieval with Bandit Feedback. SIGIR (2021)
Yiling Jia, Hongning Wang
Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank. CoRR (2021)
Yiling Jia, Huazheng Wang, Stephen Guo, Hongning Wang
PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. WWW (2021)
Yiling Jia, Che-Rung Lee
Vector Field Model for Trajectory Data and Its Application in Similarity Query. HPCC/DSS/SmartCity (2020)
Yiyi Tao, Yiling Jia, Nan Wang, Hongning Wang
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees. CoRR (2019)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
Active Collaborative Sensing for Energy Breakdown. CoRR (2019)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
A Tree-Structured Neural Network Model for Household Energy Breakdown. WWW (2019)
Yiyi Tao, Yiling Jia, Nan Wang, Hongning Wang
The FacT: Taming Latent Factor Models for Explainability with Factorization Trees. SIGIR (2019)
Yiling Jia, Nipun Batra, Hongning Wang, Kamin Whitehouse
Active Collaborative Sensing for Energy Breakdown. CIKM (2019)
Nipun Batra, Yiling Jia, Hongning Wang, Kamin Whitehouse
Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions. AAAI (2018)
Nan Wang, Hongning Wang, Yiling Jia, Yue Yin
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data. CoRR (2018)
Nan Wang, Hongning Wang, Yiling Jia, Yue Yin
Explainable Recommendation via Multi-Task Learning in Opinionated Text Data. SIGIR (2018)