Ruocheng Wang

Ruocheng Wang

PhD Student

School of Artificial Intelligence, SJTU

Shanghai Innovation Institute (SII)

About me

I am currently seeking PhD research internship opportunities. Please contact me at ignite@sjtu.edu.cn.

I am a PhD student in Computer Science at the School of Artificial Intelligence, Shanghai Jiao Tong University and Shanghai Innovation Institute (SII), supervised by Professor Junchi Yan.

My research focuses on quantum algorithms and machine learning, with applications to differential equations and quantum chemistry. My recent work includes quantum neural operators and neural operator learning.

I received my BSc in Physics from Zhiyuan College, Shanghai Jiao Tong University, in 2025.

Personal background

I am from Suqian, Jiangsu. I attended Huaiyin Middle School from 2016 to 2019 and joined the Jiangsu provincial Physics Olympiad team in 2018.

Research Interests
  • Quantum Algorithms
  • Machine Learning
  • PDE Solving
  • Quantum Chemistry
Education

  • PhD Student in Computer Science, 2025-Present

    School of Artificial Intelligence, SJTU & Shanghai Innovation Institute (SII)

  • BSc in Physics, 2019–2025

    Zhiyuan College, Shanghai Jiao Tong University (SJTU), China

Teaching Assistant
  • Quantum Mechanics Ⅱ (2024 Autumn)

Recent News

Publications

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Ruocheng Wang*, Xiaoqiu Zhong*, Zhuo Xia, Junchi Yan (2026). Quantum Neural Operators with Implicit Quadratic Frame and Expressivity Advantages. Nature Machine Intelligence.
* Equal contribution.

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Ge Yan, Wenjie Wu, Yuheng Chen, Kaisen Pan, Xudong Lu, Zixiang Zhou, Yuhan Wang, Ruocheng Wang, Junchi Yan (2026). AI-Empowered Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects. IEEE TPAMI.

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Jianqiao Zeng, Ruocheng Wang, Yanzhi Liu, Hao Xiong, Junchi Yan (2026). CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer. ICML 2026 (Oral).

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Ruocheng Wang, Zhuo Xia, Ge Yan, Junchi Yan (2025). QuanONet: Quantum Neural Operator with Application to Differential Equation. ICML 2025.

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Ge Yan, Mengfei Ran, Ruocheng Wang, Kaiseng Pan, Junchi Yan (2024). Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz. NeurIPS 2024.

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Xuanye Fu*, Ziyang Guo*, Qiheng Wang*, Ruocheng Wang*, Dong Wu, Jie Zhang (2024). Non-Equilibrium and Self-Organization Evolution in Hot-Spot Ignition Processes. Physics of Plasmas.
* Equal contribution.

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Gallery

Honors and Awards

[2025] Shanghai Outstanding Graduate

[2025, 2024] First prize of the Challenge Cup special competition

[2024] B-class scholarship, SJTU

[2024] Rong Chang Science and Technology Innovation Scholarship

[2023] National Scholarship

[2023] A-class scholarship, SJTU

[2023] Hanying Ju Hua Scholarship, SJTU

[2022, 2021] Zhiyuan Outstanding Leader Scholarship (First prize), SJTU

[2019] C-class scholarship, SJTU

[2024, 2022, 2019] Zhiyuan Honors Scholarship, SJTU

[2018] Bronze medal for Chinese Mid-school Physics Olympiad

[2018] 1st Prize for Jiangsu Mid-school Mathematical Olympiad

Relations

Family

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Cecilia Wang

New York University Abu Dhabi

My younger cousin

Supervisors

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Carlos Navarrete-Benlloch

University of Valencia

Research intern in 2022 with thanks for his guidance and help

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Zi Cai

Shanghai Jiao Tong University

Research intern in 2023 with thanks for his guidance and help

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Junchi Yan

Shanghai Jiao Tong University

PhD supervisor (2025–present)

Friends

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Qiheng Wang

Shanghai Jiao Tong University

My roommate and classmate

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Yiming Hu

Shanghai Jiao Tong University

My classmate

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Lihao Guo

Shanghai Jiao Tong University

My classmate