Transferring Decomposed Tensors for Scalable Energy Breakdown Across Regions. - Nipun Batra 001; Yiling Jia; Hongning Wang; Kamin Whitehouse (AAAI, 2018)

Explainable Recommendation via Multi-Task Learning in Opinionated Text Data. - Nan Wang; Hongning Wang; Yiling Jia; Yue Yin (SIGIR, 2018)

Active Collaborative Sensing for Energy Breakdown. - Yiling Jia; Nipun Batra 001; Hongning Wang; Kamin Whitehouse (CIKM, 2019)

The FacT: Taming Latent Factor Models for Explainability with Factorization Trees. - Yiyi Tao; Yiling Jia; Nan Wang; Hongning Wang (SIGIR, 2019)

A Tree-Structured Neural Network Model for Household Energy Breakdown. - Yiling Jia; Nipun Batra 001; Hongning Wang; Kamin Whitehouse (WWW, 2019)

Vector Field Model for Trajectory Data and Its Application in Similarity Query. - Yiling Jia; Che-Rung Lee (HPCC/DSS/SmartCity, 2020)

Interactive Information Retrieval with Bandit Feedback. - Huazheng Wang; Yiling Jia; Hongning Wang (SIGIR, 2021)

PairRank: Online Pairwise Learning to Rank by Divide-and-Conquer. - Yiling Jia; Huazheng Wang; Stephen D. Guo; Hongning Wang (WWW, 2021)

Calibrating Explore-Exploit Trade-off for Fair Online Learning to Rank. - Yiling Jia; Hongning Wang (CoRR, 2021)

Learning Neural Contextual Bandits through Perturbed Rewards. - Yiling Jia; Weitong Zhang; Dongruo Zhou; Quanquan Gu; Hongning Wang (ICLR, 2022)

Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback. - Yiling Jia; Hongning Wang (SIGIR, 2022)

Learning Neural Ranking Models Online from Implicit User Feedback. - Yiling Jia; Hongning Wang (WWW, 2022)

Learning Contextual Bandits Through Perturbed Rewards. - Yiling Jia; Weitong Zhang; Dongruo Zhou; Quanquan Gu; Hongning Wang (CoRR, 2022)

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity. - Lu Yin 006; You Wu 001; Zhenyu Zhang 015; Cheng-Yu Hsieh; Yaqing Wang 007; Yiling Jia; Mykola Pechenizkiy; Yi Liang; Zhangyang Wang; Shiwei Liu 003 (CoRR, 2023)

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity. - Lu Yin 006; You Wu 001; Zhenyu Zhang 015; Cheng-Yu Hsieh; Yaqing Wang 007; Yiling Jia; Gen Li 012; Ajay Kumar Jaiswal; Mykola Pechenizkiy; Yi Liang; Michael Bendersky; Zhangyang Wang; et al. (ICML, 2024)

Integrating Planning into Single-Turn Long-Form Text Generation. - Yi Liang; You Wu 001; Honglei Zhuang; Li Chen; Jiaming Shen; Yiling Jia; Zhen Qin 001; Sumit Sanghai; Xuanhui Wang; Carl Yang 001; Michael Bendersky (CoRR, 2024)