SHEN Jiyuan

SHEN Jiyuan

Data Scientist @ SAP AI Lab

Publications

Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis

Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis

Penny Chong, Harshavardhan Abichandani, Jiyuan Shen, Atin Ghosh, Min Moe, Yifan Mai, Daniel Dahlmeier

International Conference on Learning Representations (ICLR), 2026

Paper Code Slides Poster Details
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets

Jiyuan Shen, Peiyue Yuan, Atin Ghosh, Yifan Mai, Daniel Dahlmeier

European Chapter of the Association for Computational Linguistics (EACL) Industry Track, 2026

Paper Slides Details
Privacy-Preserving Federated Unlearning with Certified Client Removal

Privacy-Preserving Federated Unlearning with Certified Client Removal

Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam

IEEE Transactions on Information Forensics & Security, 2025

Paper Details
Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning

Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning

Jiyuan Shen, Yu Jiang, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam

IEEE Transactions on Information Forensics & Security, 2025

Paper Code Details
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions

A Survey on Federated Unlearning: Challenges, Methods, and Future Directions

Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan

ACM Computing Surveys, 2024

Paper Details
Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning

Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning

Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam

IEEE International Conference on Communications (ICC), 2024

Paper Code Slides Details
AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories

AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories

Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam

arXiv Preprint, 2023

Paper Code Details
An Efficient Training Strategy for Multi-Agent Reinforcement Learning in Card Games

An Efficient Training Strategy for Multi-Agent Reinforcement Learning in Card Games

Jiyuan Shen

International Conference on Artificial Intelligence, Automation and High Performance Computing (AIAHPC), 2022

Paper Details