Liangjie Hong

Researcher, CNS, Nokia

Joined

July 2019

Names

Liangjie Hong

Emails

****@gmail.com (Confirmed)

****@linkedin.com (Confirmed)

****@nokia.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

CNS, Nokia (nokia.com)

2025 – Present

Researcher

Data, LinkedIn (linkedin.com)

2020 – 2025

Researcher

Data, Etsy (etsy.com)

2016 – 2020

Researcher

Data, Yahoo (yahoo-inc.com)

2013 – 2016

PhD student

Computer Science, Lehigh University (lehigh.edu)

2007 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Brian D. Davison

2007 – 2013

Expertise

machine learning

2007 – Present

Publications

SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens
Yinhan He, Wendy Zheng, Yaochen Zhu, Zaiyi Zheng, Lin Su, Sriram Vasudevan, Qi Guo, Liangjie Hong, Jundong Li
- CoRR 2025
- Readers: Everyone
LANTERN: Scalable Distillation of Large Language Models for Job-Person Fit and Explanation
Zhoutong Fu, Yihan Cao, Yi-Lin Chen, Aman Lunia, Liming Dong, Neha Saraf, Ruijie Jiang, Yun Dai, Qingquan Song, Tan Wang, Guoyao Li, Derek Koh, Haichao Wei, Zhipeng Wang, Aman Gupta, Chengming Jiang, Jianqiang Shen, Liangjie Hong, Wenjing Zhang
- CoRR 2025
- Readers: Everyone
LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations
Xinyuan Wang, Liang Wu, Liangjie Hong, Hao Liu, Yanjie Fu
- ACM Trans. Intell. Syst. Technol. 2025
- Readers: Everyone
Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching Systems
Ping Liu, Jianqiang Shen, Qianqi Shen, Chunnan Yao, Kevin Kao, Dan Xu, Rajat Arora, Baofen Zheng, Caleb Johnson, Liangjie Hong, Jingwei Wu, Wenjing Zhang
- CoRR 2025
- Readers: Everyone
A Scalable and Efficient Signal Integration System for Job Matching
Ping Liu, Rajat Arora, Xiao Shi, Benjamin Le, Qianqi Shen, Jianqiang Shen, Chengming Jiang, Nikita Zhiltsov, Priya Bannur, Yidan Zhu, Liming Dong, Haichao Wei, Qi Guo, Luke Simon, Liangjie Hong, Wenjing Zhang
- CoRR 2025
- Readers: Everyone
SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens
Yinhan He, Wendy Zheng, Yaochen Zhu, Zaiyi Zheng, Lin Su, Sriram Vasudevan, Qi Guo, Liangjie Hong, Jundong Li
- NeurIPS 2025 poster
- Readers: Everyone
Scaling Retrieval for Web-Scale Recommenders: Lessons from Inverted Indexes to Embedding Search
Yuchin Juan, Jianqiang Shen, Shaobo Zhang, Qianqi Shen, Caleb Johnson, Luke Simon, Liangjie Hong, Wenjing Zhang
- RecSys 2025
- Readers: Everyone
Causal Effect Estimation with Mixed Latent Confounders and Post-treatment Variables
Yaochen Zhu, Jing Ma, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
- ICLR 2025
- Readers: Everyone

View all 77 publications

Co-Authors

View all 132 co-authors