Yihong Jin

Researcher, Amazon Web Service, Amazon

Joined

October 2024

Names

Yihong Jin (Preferred)

Emails

****@illinois.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Amazon Web Service, Amazon (amazon.com)

2025 – Present

MS student

Electrical and Computer Engineering, University of Illinois at Urbana-Champaign (illinois.edu)

2023 – 2024

Undergrad student

Electrical and Computer Engineering, University of Illinois at Urbana-Champaign (illinois.edu)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Privacy

2023 – Present

Machine Learning

2019 – Present

Publications

Anomaly Detection and Early Warning Mechanism for Intelligent Monitoring Systems in Multi-Cloud Environments Based on LLM
Yihong Jin, Ze Yang, Juntian Liu, Xinhe Xu
- CoRR 2025
- Readers: Everyone
An Intelligent Fault Self-Healing Mechanism for Cloud AI Systems via Integration of Large Language Models and Deep Reinforcement Learning
Ze Yang, Yihong Jin, Juntian Liu, Xinhe Xu
- CoRR 2025
- Readers: Everyone
Research on Cloud Platform Network Traffic Monitoring and Anomaly Detection System based on Large Language Models
Ze Yang, Yihong Jin, Juntian Liu, Xinhe Xu, Yihan Zhang, Shuyang Ji
- CoRR 2025
- Readers: Everyone
Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling
Yihong Jin, Ze Yang
- CoRR 2025
- Readers: Everyone
Adaptive Fault Tolerance Mechanisms of Large Language Models in Cloud Computing Environments
Yihong Jin, Ze Yang, Xinhe Xu, Yihan Zhang, Shuyang Ji
- CoRR 2025
- Readers: Everyone
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning
Ze Yang, Yihong Jin, Yihan Zhang, Juntian Liu, Xinhe Xu
- CoRR 2025
- Readers: Everyone
Scam Detection for Ethereum Smart Contracts: Leveraging Graph Representation Learning for Secure Blockchain
Yihong Jin, Ze Yang
- CoRR 2024
- Readers: Everyone
HADES: Hardware Accelerated Decoding for Efficient Speculation in Large Language Models
Ze Yang, Yihong Jin, Xinhe Xu
- CoRR 2024
- Readers: Everyone
A lattice LSTM-based framework for knowledge graph construction from power plants maintenance reports
Tingyu Xie, Shuting Tao, Qi Li, Hongwei Wang, Yihong Jin
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Serv. Oriented Comput. Appl. 2022
- Readers: Everyone
Representation and Extraction of Diesel Engine Maintenance Knowledge Graph with Bidirectional Relations Based on BERT and the Bi-LSTM-CRF Model
Yihong Jin, Guanshujie Fu, Liyang Qian, Hanwen Liu, Hongwei Wang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- ICEBE 2021
- Readers: Everyone