Jialu Liu

Principal Researcher, Databricks, Databricks

Joined

July 2019

Names

Jialu Liu

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

Principal Researcher

Databricks, Databricks (databricks.com)

2025 – Present

Software Engineer Manager

Google Research (google.com)

2016 – 2025

Advisors, Relations & Conflicts

Coauthor

Tianqi Liu

2018 – Present

PhD Advisor

Jiawei Han

2011 – 2016

Expertise

No areas of expertise listed

Publications

KARL: Knowledge Agents via Reinforcement Learning
Jonathan Daniel Chang, Andrew Drozdov, Shubham Toshniwal, Owen Oertell, Alexander R Trott, Jacob Portes, Abhay Gupta, Pallavi Koppol, Ashutosh Baheti, Sean Kulinski, Ivan Zhou, Irene Dea, Krista Opsahl-Ong, Simon Favreau-Lessard, Sean Owen, Jose Javier Gonzalez Ortiz, Arnav Singhvi, Xabi Andrade, Xinyi Wang, Kartik Sreenivasan et al. (6 additional authors not shown)
- OpenReview Archive Direct Upload
- Readers: Everyone
Predicting Text Preference Via Structured Comparative Reasoning
Jing Nathan Yan, Tianqi Liu, Justin T Chiu, Jiaming Shen, Zhen Qin, Yue Yu, Yao Zhao, Charumathi Lakshmanan, Yair Kurzion, Alexander M Rush, Jialu Liu, Michael Bendersky
- ACL 2024
- Readers: Everyone
Knowledge Distillation with Perturbed Loss: From a Vanilla Teacher to a Proxy Teacher
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
- Submitted to ICLR 2024
- Readers: Everyone
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
Yue Yu, Jiaming Shen, Tianqi Liu, Zhen Qin, Jing Nathan Yan, Jialu Liu, Chao Zhang, Michael Bendersky
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Statistical Rejection Sampling Improves Preference Optimization
Tianqi Liu, Yao Zhao, Rishabh Joshi, Misha Khalman, Mohammad Saleh, Peter J Liu, Jialu Liu
- ICLR 2024 poster
- Readers: Everyone
Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting
Zhen Qin, Rolf Jagerman, Kai Hui, Honglei Zhuang, Junru Wu, Le Yan, Jiaming Shen, Tianqi Liu, Jialu Liu, Donald Metzler, Xuanhui Wang, Michael Bendersky
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Video Timeline Modeling For News Story Understanding
Meng Liu, Mingda Zhang, Jialu Liu, Hanjun Dai, Ming-Hsuan Yang, Shuiwang Ji, Zheyun Feng, Boqing Gong
- NeurIPS 2023 Datasets and Benchmarks Spotlight
- Readers: Everyone
Do Not Blindly Imitate the Teacher: Loss Perturbation for Knowledge Distillation
Rongzhi Zhang, Jiaming Shen, Tianqi Liu, Jialu Liu, Michael Bendersky, Marc Najork, Chao Zhang
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Representing Documents via Latent Keyphrase Inference
Jialu Liu, Xiang Ren, Jingbo Shang, Taylor Cassidy, Clare R. Voss, Jiawei Han
- 2016 (modified: 12 Nov 2022)
- WWW 2016
- Readers: Everyone
ClusCite: effective citation recommendation by information network-based clustering
Xiang Ren, Jialu Liu, Xiao Yu, Urvashi Khandelwal, Quanquan Gu, Lidan Wang, Jiawei Han
- 2014 (modified: 28 Mar 2022)
- KDD 2014
- Readers: Everyone

View all 15 publications

Co-Authors

View all 89 co-authors