Zhili Shen

According to our database, Zhili Shen authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Millions of GeAR-s: Extending GraphRAG to Millions of Documents.

Zhili Shen, Chenxin Diao, Pascual Merita, Pavlos Vougiouklis, Jeff Z. Pan

CoRR, July, 2025

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation.

Zhili Shen, Chenxin Diao, Pavlos Vougiouklis, Pascual Merita, Shriram Piramanayagam, Enting Chen, Damien Graux, André Melo, Ruofei Lai, Zeren Jiang, Zhongyang Li, Ye Qi, Yang Ren, Dandan Tu, Jeff Z. Pan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

SGBA: A stealthy scapegoat backdoor attack against deep neural networks.

Ying He, Zhili Shen, Chang Xia, Jingyu Hua, Wei Tong, Sheng Zhong

Comput. Secur., January, 2024

Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning.

Ying He, Zhili Shen, Jingyu Hua, Qixuan Dong, Jiacheng Niu, Wei Tong, Xu Huang, Chen Li, Sheng Zhong

IEEE Trans. Inf. Forensics Secur., 2024

GeAR: Graph-enhanced Agent for Retrieval-augmented Generation.

Zhili Shen, Chenxin Diao, Pavlos Vougiouklis, Pascual Merita, Shriram Piramanayagam, Damien Graux, Dandan Tu, Zeren Jiang, Ruofei Lai, Yang Ren, Jeff Z. Pan

CoRR, 2024

The Fire Thief Is Also the Keeper: Balancing Usability and Privacy in Prompts.

Zhili Shen, Zihang Xi, Ying He, Wei Tong, Jingyu Hua, Sheng Zhong

CoRR, 2024

Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning.

Zhili Shen, Pavlos Vougiouklis, Chenxin Diao, Kaustubh Vyas, Yuanyi Ji, Jeff Z. Pan

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

FastRAT: Fast and Efficient Cross-lingual Text-to-SQL Semantic Parsing.

Pavlos Vougiouklis, Nikos Papasarantopoulos, Danna Zheng, David Tuckey, Chenxin Diao, Zhili Shen, Jeff Z. Pan

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

2021

RABA: A Robust Avatar Backdoor Attack on Deep Neural Network.

Ying He, Zhili Shen, Chang Xia, Jingyu Hua, Wei Tong, Sheng Zhong

CoRR, 2021