Xin Qin

China Telecom (China) — China

Computer Science · Physical Sciences

15h-index820citations52works0.62yr avg
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Research Topics

Formal Methods in Verification(10), Software Reliability and Analysis Research(7), Evacuation and Crowd Dynamics(6), Fault Detection and Control Systems(5), Multimodal Machine Learning Applications(5)

Publications52 total

ANN-Based Asymmetric QoT Estimation for Network Capacity Improvement of Low-Margin Optical Networks
Photonics·2025Open Access
EDFA Operator: An Accurate and Generalized Neural Operator for Gain Modeling of EDFA
2025
Causal Learning Based Faults Localization Fusion Method for Large-scale OTN
2025
Multi-Hop Power-Spectrum and GSNR Prediction based on Cascade Learning
2025
Artificial Intelligence Quotient (AIQ)
2025Open Access
Artificial Intelligence Quotient (AIQ)
Academy of Management Proceedings·2025
Conformance-Driven Anomaly Detection for Cyber-Physical Systems
2025· 1 citedOpen Access
Exploring Flexible Road Reconstruction in Godot Simulator
2025Open Access
Towards a Lightweight Platform for Human-Robot Interaction in Federated Edge and IoT Environments
2025· 1 citedOpen Access
Two-Dimensional CNN Based on Vertical Edge Detection and Density-Based Spatial Clustering for Φ-OTDR Vibration Recognition
2024· 1 cited
Artificial Intelligence Quotient (AIQ)
2024· 4 citedOpen Access
Multi-agent Path Finding for Timed Tasks Using Evolutionary Games
Lecture notes in computer science·2024Open Access
Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference
2023· 8 cited
Statistical Verification using Surrogate Models and Conformal Inference and a Comparison with Risk-Aware Verification
ACM Transactions on Cyber-Physical Systems·2023· 10 citedOpen Access
Conformal Prediction for STL Runtime Verification
2023· 2 cited
Robust Testing for Cyber-Physical Systems using Reinforcement Learning
2023· 4 citedOpen Access
Data-Driven Reachability Analysis of Stochastic Dynamical Systems with Conformal Inference
arXiv (Cornell University)·2023Open Access
Conformance Testing for Stochastic Cyber-Physical Systems
arXiv (Cornell University)·2023· 1 citedOpen Access
Risk-Awareness in Learning Neural Controllers for Temporal Logic Objectives
2023· 4 cited
Conformal Prediction for STL Runtime Verification
2023· 31 cited
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Frequent Co-authors

Jyotirmoy V. Deshmukh(12), Jyotirmoy V. Deshmukh(10), Lars Lindemann(5), Hanbin Zhao(5), Xi Li(5), Cristinel Mateis(5), Dejan Ničković(5), Hong Liu(4), Navid Hashemi(4), Baoxi Liu(3), Xiong Zha(3), Yongjian Fu(3), Yuan Xia(3), Aditya Zutshi(3), Chuchu Fan(3), Hao Zeng(3), Ezio Bartocci(3), Jackson G. Lu(3), Xiang Zhou(3), Yuqing Gan(3)