Yiling Jia

Research Scientist, Google DeepMind, Google

Joined

July 2019

Names

Yiling Jia

Emails

****@virginia.edu (Confirmed)

****@google.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Google DeepMind, Google (google.com)

2022 – Present

PhD student

University of Virginia (virginia.edu)

2016 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Hongning Wang

2016 – 2022

Expertise

Energy breakdown

Present

Explainable recommendation

Present

Multi-armed bandit

Present

Online learning to rank

Present

Contextual bandit

Present

Large Language Model

Present

Publications

Boosting E-commerce Content Diversity: A Graph-based RAG Approach with User Reviews
Jiaxi Yang, Yiling Jia, Carl Yang, Yi Liang, Lu Lin
- KDD (2) 2025
- Readers: Everyone
Integrating Planning into Single-Turn Long-Form Text Generation
Yi Liang, You Wu, Honglei Zhuang, Li Chen, Jiaming Shen, Yiling Jia, Zhen Qin, Sumit Sanghai, Xuanhui Wang, Carl Yang, Michael Bendersky
- Submitted to ICLR 2025
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, AJAY KUMAR JAISWAL, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
- PML4LRS Poster
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, AJAY KUMAR JAISWAL, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
- ICML 2024 Poster
- Readers: Everyone
Integrating Planning into Single-Turn Long-Form Text Generation
Yi Liang, You Wu, Honglei Zhuang, Li Chen, Jiaming Shen, Yiling Jia, Zhen Qin, Sumit Sanghai, Xuanhui Wang, Carl Yang, Michael Bendersky
- CoRR 2024
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Gen Li, Ajay Kumar Jaiswal, Mykola Pechenizkiy, Yi Liang, Michael Bendersky, Zhangyang Wang, Shiwei Liu
- ICML 2024
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Mykola Pechenizkiy, Yi Liang, Zhangyang Wang, Shiwei Liu
- Submitted to ICLR 2024
- Readers: Everyone
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
Lu Yin, You Wu, Zhenyu Zhang, Cheng-Yu Hsieh, Yaqing Wang, Yiling Jia, Mykola Pechenizkiy, Yi Liang, Zhangyang Wang, Shiwei Liu
- CoRR 2023
- Readers: Everyone
An Empirical Study of the Neural Contextual Bandit Algorithms
Bowen Wei, Yiling Jia, Hongning Wang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Scalable Exploration for Neural Online Learning to Rank with Perturbed Feedback
Yiling Jia, Hongning Wang
- CoRR 2022
- Readers: Everyone

View all 29 publications

Co-Authors

View all 36 co-authors