Ph.D. in Electrical and Computer Engineering
University of Michigan, Ann Arbor · Fall 2026 – Present
Co-advisors: Prof. Qing Qu (DeepThink Lab) & Prof. Joyce Yan-Ran Wang (PixAIL)
Focus: AI for science, machine learning
B.Eng. in Electronic Science & Technology (Zhiyuan Honors Program)
Shanghai Jiao Tong University · September 2022 – June 2026
Core GPA: 3.85/4.3 (Ranking: 10/64) · Core Credit Points: 89.45 (Ranking: 11/64)
Zhiyuan Honors Bachelor Degree
Research Intern, CogAI4Sci
National University of Singapore · April 2025 – Present
Lab: asintelligence.xyz
AI for Science & Machine Learning — Fall 2026 – Present
Ph.D. Student · UMich ECE · Co-advisors: Prof. Qing Qu & Prof. Joyce Wang
Model Collapse in Medical AI — May 2025 – Present
Researcher · NUS · Advisor: Prof. Dianbo Liu
OptiMA: Collaborative Multi-Agent Framework for Optical Networks (ECOC 2025) — Jan 2025 – May 2025
Project Leader · SJTU · Advisor: Prof. Qunbi Zhuge
GenUI: Human–Agent Collaboration in Generative Interface Design (CHI) — Jul 2025 – Sep 2025
Researcher · HKUST · Advisor: Prof. Xin Tong
Q. Qiu, Y. Zhu, S. Xiang, Y. Zhang, J. Wen, Z. Zhang, W. Hu, and Q. Zhuge. (2026). "A Physics-Guided Learning Framework for Accurate and Generalizable EDFA Gain Spectrum Modeling with FourierKAN." Submitted to Journal of Lightwave Technology. (under review, invited).
S. Xiang, S. Wu, Q. Qiu, R. Liu, Y. Zhang, W. Hu, and Q. Zhuge. (2026). "Reliable QoT Estimation for Imbalanced Data from Deployed Optical Networks Using MDN-ResKAN." Submitted to ACP 2026. (under review).
Under review at NeurIPS 2026. OpenReview.
Under review at NeurIPS 2026. OpenReview.
H. He, S. Xiang, Y. Zhang, Y. Zhu, J. Zhang, H. Deng, E. Alsentzer, Q. Chen, K.-H. Yu, A. Marmenshall, T. Chen, S. Anumasa, D. Ebner, D. Ho, K. Y. Ngiam, C.-Y. Cheng, and D. Liu. (2026). "AI-generated data contamination erodes pathological variability and diagnostic reliability." arXiv:2601.12946.
X. Liu, Y. Cheng, S. Xiang, M. Tornatore, Q. Qiu, Y. Zhang, W. Hu, and Q. Zhuge. (2025). "Field-trial Investigations into the Impact of Digital Twin Accuracy on Optical Power Optimization." ACP 2025. IEEE Xplore.
S. Xiang, S. Wu, X. Liu, Q. Qiu, Y. Zhang, Y. Chen, and Q. Zhuge. (2025). "OptiMA: Collaborative Multi-Agent Framework for Modelling and Controlling Raman Amplifier in Intelligent Optical Networks." ECOC 2025, Copenhagen, Denmark. IEEE Xplore.
Y. Xu, S. Xiang, Y. Song, R. Sun, and X. Tong. (2025). "DuetUI: A Bidirectional Context Loop for Human-Agent Co-Generation of Task-Oriented Interfaces." ACM CHI. (accepted). arXiv:2509.13444.