Ruocheng Wang — Publications https://wang-ruocheng.github.io/publication/ Selected research publications by Ruocheng Wang en Quantum Neural Operators with Implicit Quadratic Frame and Expressivity Advantages https://wang-ruocheng.github.io/publication/journal-article/nmi-quanonet/ https://wang-ruocheng.github.io/publication/journal-article/nmi-quanonet/ Ruocheng Wang, Xiaoqiu Zhong, Zhuo Xia, Junchi Yan. Nature Machine Intelligence 8, 1371–1380, 2026. Thu, 03 Sep 2026 00:00:00 +0000 AI-Empowered Quantum Circuit Synthesis and Compilation Optimization: Overview and Prospects https://wang-ruocheng.github.io/publication/preprint/qcs/ https://wang-ruocheng.github.io/publication/preprint/qcs/ Ge Yan, Wenjie Wu, Yuheng Chen, Kaisen Pan, Xudong Lu, Zixiang Zhou, Yuhan Wang, Ruocheng Wang, Junchi Yan. IEEE Transactions on Pattern Analysis and Machine Intelligence 48(11), 14439–14459, 2026. CoEvol-NO: State and Coordinate Co-Evolution with an Error-Driven Predictor-Corrector Paradigm for Neural Operator Transformer https://wang-ruocheng.github.io/publication/conference-paper/icml-coevol-no/ https://wang-ruocheng.github.io/publication/conference-paper/icml-coevol-no/ Jianqiao Zeng, Ruocheng Wang, Yanzhi Liu, Hao Xiong, Junchi Yan. Proceedings of the 43rd International Conference on Machine Learning 306, 153614–153640 (Oral), 2026. QuanONet: Quantum Neural Operator with Application to Differential Equation https://wang-ruocheng.github.io/publication/conference-paper/icml-quanonet/ https://wang-ruocheng.github.io/publication/conference-paper/icml-quanonet/ Ruocheng Wang, Zhuo Xia, Ge Yan, Junchi Yan. Proceedings of the 42nd International Conference on Machine Learning 267, 64955–64975, 2025. Rethinking Parity Check Enhanced Symmetry-Preserving Ansatz https://wang-ruocheng.github.io/publication/conference-paper/nips-rpce/ https://wang-ruocheng.github.io/publication/conference-paper/nips-rpce/ Ge Yan, Mengfei Ran, Ruocheng Wang, Kaiseng Pan, Junchi Yan. Advances in Neural Information Processing Systems 37, 65020–65047, 2024. Non-Equilibrium and Self-Organization Evolution in Hot-Spot Ignition Processes https://wang-ruocheng.github.io/publication/journal-article/pop-neso/ https://wang-ruocheng.github.io/publication/journal-article/pop-neso/ Xuanye Fu, Ziyang Guo, Qiheng Wang, Ruocheng Wang, Dong Wu, Jie Zhang. Physics of Plasmas 31(7), 072710, 2024.