Li Li

Researcher, Samsung

Joined

May 2021

Names

Li Li (Preferred)

Emails

****@samsung.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Researcher

Samsung (samsung.com)

2018 – Present

PhD student

Electrical & Computer Engineering, University of Delaware (udel.edu)

2013 – 2018

Advisors, Relations & Conflicts

Coworker

Xia Hu

2020 – 2024

Coworker

Rui Chen

2018 – 2024

PhD Advisor

Len Cimini

2013 – 2018

Expertise

Graph Neural Networks

2021 – 2023

Deep/Machine Learning application

2018 – 2021

Recommender/Advertising Systems

2018 – 2021

Wireless Networks

2013 – 2018

Publications

Chain-of-Query: Unleashing the Power of LLMs in SQL-Aided Table Understanding via Multi-Agent Collaboration
Songyuan Sui, Hongyi Liu, Serena Liu, Li Li, Soo-Hyun Choi, Rui Chen, Xia Hu
- IJCNLP-AACL 2025 Main
- Readers: Everyone
Sweeping Promptable Spoofs under the DirtyRAG: A Practical, Query-Blind RAG Attack Done Right
Shaochen Zhong, Jiamu Zhang, Hoang Anh Duy Le, Wenya Xie, Yifan Lu, Xintong Sun, Mohsen Hariri, Hongyi Liu, Guanchu Wang, Zhaozhuo Xu, Zirui Liu, Shuai Xu, Ning Xie, Li Li, Rui Chen, Ruixiang Tang, Xia Hu, Vipin Chaudhary
- ICLR 2026 AIWILD
- Readers: Everyone
Get the GIST of Graphs with Intersection Signature
Hoang Anh Duy Le, Shaochen Zhong, Jerry Xiao, Jiamu Zhang, Yu-Neng Chuang, Li Li, Rui Chen, Shuai Xu, Zirui Liu, Kaixiong Zhou, Ning Xie, Vipin Chaudhary, Xia Hu, Zhaozhuo Xu
- Submitted to ICLR 2026
- Readers: Everyone
Graph Transformers Get the GIST: Graph Invariant Structural Trait for Refined Graph Encoding
Hoang Anh Duy Le, Shaochen Zhong, Jerry Xiao, Jiamu Zhang, Yu-Neng Chuang, Li Li, Rui Chen, Shuai Xu, Zirui Liu, Kaixiong Zhou, Vipin Chaudhary, Zhaozhuo Xu, Xia Hu
- Submitted to ICML 2025
- Readers: Everyone
M3Rec: A Context-Aware Offline Meta-Level Model-Based Reinforcement Learning Approach for Cold-Start Recommendation
Yanan Wang, Yong Ge, Zhepeng Li, Li Li, Rui Chen
- OpenReview Archive Direct Upload
- Readers: Everyone
Attack on LLMs: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
Hongyi Liu, Shaochen Zhong, Xintong Sun, Minghao Tian, Zirui Liu, Ruixiang Tang, Jiayi Yuan, Yu-Neng Chuang, Li Li, Soo-Hyun Choi, Rui Chen, Vipin Chaudhary, Xia Hu
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Editable Graph Neural Network for Node Classifications
Zirui Liu, Zhimeng Jiang, Shaochen Zhong, Kaixiong Zhou, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
- Submitted to ICLR 2024
- Readers: Everyone
DSpar: An Embarrassingly Simple Strategy for Efficient GNN training and inference via Degree-based Sparsification
Zirui Liu, Kaixiong Zhou, Zhimeng Jiang, Li Li, Rui Chen, Soo-Hyun Choi, Xia Hu
- Accepted by TMLR
- Readers: Everyone
Double Wins: Boosting Accuracy and Efficiency of Graph Neural Networks by Reliable Knowledge Distillation
Qiaoyu Tan, Daochen Zha, Soo-Hyun Choi, Li Li, Rui Chen, Xia Hu
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Graph Contrastive Learning with Model Perturbation
Qiaoyu Tan, Sirui Ding, Ninghao Liu, Soo-Hyun Choi, Li Li, Rui Chen, Xia Hu
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone

View all 13 publications

Co-Authors

View all 35 co-authors