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portfolio
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projects
Little Emotion App
Published:
A mood-relieving WeChat mini program combining AI features. Won 2nd prize at the East China WeChat Development Competition.
Deepfake Detection
Published:
Deepfake detection based on frequency domain analysis and multi-model graft attention network. Undergraduate thesis project.
Action Segmentation Example Video
Published:
AI-assisted action recognition in assembly tasks using ASFormer, Mediapipe, and YOLOv5. Bosch internship project.
CE7454 Project: PSG Classification
Published:
MatchCLIP: viewing object-relation classification as a matching problem for panoptic scene graph classification. Achieved 34.60% mean recall@3.
Reproducing Serverless in the Wild
Published:
Reproducing and extending the analysis of serverless workload characterization at a large cloud provider (Azure traces).
Dataset Distillation Survey
Published:
A comprehensive survey on dataset distillation methods and their applications in data-efficient learning.
publications
An Efficient Training Strategy for Multi-Agent Reinforcement Learning in Card Games
Published in International Conference on Artificial Intelligence, Automation and High Performance Computing (AIAHPC), 2022
Jiyuan Shen
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AST: Effective Dataset Distillation through Alignment with Smooth and High-Quality Expert Trajectories
Published in arXiv Preprint, 2023
Jiyuan Shen, Wenzhuo Yang, Kwok-Yan Lam
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Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning
Published in IEEE International Conference on Communications (ICC), 2024
Jiyuan Shen, Wenzhuo Yang, Zhaowei Chu, Jiani Fan, Dusit Niyato, Kwok-Yan Lam
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A Survey on Federated Unlearning: Challenges, Methods, and Future Directions
Published in ACM Computing Surveys, 2024
Ziyao Liu, Yu Jiang, Jiyuan Shen, Minyi Peng, Kwok-Yan Lam, Xingliang Yuan
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Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning
Published in IEEE Transactions on Information Forensics & Security, 2025
Jiyuan Shen, Yu Jiang, Ziyao Liu, Chee Wei Tan, Kwok-Yan Lam
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Privacy-Preserving Federated Unlearning with Certified Client Removal
Published in IEEE Transactions on Information Forensics & Security, 2025
Ziyao Liu, Huanyi Ye, Yu Jiang, Jiyuan Shen, Jiale Guo, Ivan Tjuawinata, Kwok-Yan Lam
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OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets
Published in European Chapter of the Association for Computational Linguistics (EACL) Industry Track, 2026
Jiyuan Shen, Peiyue Yuan, Atin Ghosh, Yifan Mai, Daniel Dahlmeier
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Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis
Published in International Conference on Learning Representations (ICLR), 2026
Penny Chong, Harshavardhan Abichandani, Jiyuan Shen, Atin Ghosh, Min Moe, Yifan Mai, Daniel Dahlmeier
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talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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