Selected Publications


Journals

workflow

Multi-responsive retinomorphic sensor for reconfigurable optoelectronic computing

Yuhao Wang#, Yuan Cheng#, Jiong Pan#, Yuyan Wang, Jiacheng Sun, Yinjie Liu, Yizhe Guo, Guanhua Dun, Jingkai Song, Jiyuan Zheng, Chenchen Deng, Yi Yang, Yutao Li, Fan Wu, Qionghai Dai, Tian-Ling Ren*, Lu Fang*

Nature Sensors, 2026. (Cover Article)

workflow

Self-reconfigurable polarization perception in dual-anisotropy heterostructures enables high-dimensional in-sensor computing

Wenxuan Zhu#, Changhwan Kim#, Ruofan Zhang, Mingchun Lu, Namwook Hur, Hanbin Cho, Jihyun Kim, Jiacheng Sun, Joohoon Kang, Junchi Yan, Yuan Cheng *, Joonki Suh*

Nature Sensors, 2026.

workflow

Reconfigurable bipolar and nonlinear photoresponse in 2D photodetectors for high-performance optical neural networks

Zhengui Zhao#, Yuan Cheng#, Jiacheng Sun*, Pengyu Zhang, Tonglu Wang, Jianshi Tang, Yuyan Wang*, Junying Zhang*

Science Bulletin, 2025.

Diffractive Computing

Diffractive tensorized unit for million-TOPS general-purpose computing

Chao Wang#, Yuan Cheng#, Zhihao Xu#, Qionghai Dai*, Lu Fang*

Nature Photonics, 2025.

Multi-dimensional ONN

Reconfigurable magneto-optoelectronic devices for multidimensional optical neural network

Haiyan He#, Yuan Cheng#, Wenxuan Zhu* Jiacheng Sun, Jiaming Sun, Tonglu Wang, Cheng Song, Feng Pan, Junying Zhang*, Yuyan Wang*

Small Science, 2025.

Brillouin Sensing

High-spatiotemporal-resolution distributed Brillouin sensing with transient acoustic wave

Yin Zhou#, Yuan Cheng#, Jia Ye, Zonglei Li, Haijun He, Wei Pan, Bin Luo, Lianshan Yan*

Light: Science & Applications, 2025.

Photonic Neuromorphic

Photonic neuromorphic architecture for tens-of-task lifelong learning

Yuan Cheng#, Jianing Zhang#, Tiankuang Zhou, Yuyan Wang, Zhihao Xu, Xiaoyun Yuan, Lu Fang*

Light: Science & Applications, 2024.

Photoresponsive Magnetic

Photoresponsive two-dimensional magnetic junctions for reconfigurable in-memory sensing

Wenxuan Zhu#, Jiacheng Sun#, Yuan Cheng, Hua Bai, Lei Han, Yuyan Wang*, Cheng Song*, Feng Pan*

ACS Nano, 2024.

Conferences

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AgentXRay: White-Boxing Agentic Systems via Workflow Reconstruction

Ruijie Shi, Houbin Zhang, Yuecheng Han, Yuheng Wang, Jingru Fan, Runde Yang, Yufan Dang, Huatao Li, Dewen Liu, Yuan Cheng, Chen Qian

ICML, 2026.

workflow

LLM-guided safety agent for edge robotics with an ISO-compliant perception-compute-control architecture

Xu Huang, Ruofan Zhang, Lu Cheng, Yuefeng Song, Xu Huang, Huayu Zhang, Sheng Yin, Anyang Liang, Chen Qian, Yin Zhou, Xiaoyun Yuan, Yuan Cheng

arxiv: 2604.20193, 2026.

workflow

UST-Hand: An uncertainty-aware spatiotemporal point cloud interaction network for 3D self-supervised hand pose estimation

Tianhao Han, Haoyang Zhang, Liang Xie, Haochen Chang, Kun Gao, Yuan Cheng, Pengfei Ren, Erwei Yin

CVPR, 2026.

workflow

Topology-aware revival for efficient sparse training

Meiling Jin#, Fei Wang#, Xiaoyun Yuan, Chen Qian, Yuan Cheng*

arxiv: 2112.11377, 2026.

workflow

DART: difficulty-adaptive reasoning truncation for efficient large language models

Ruofan Zhang, Bin Xia, Zhen Cheng, Cairen Jian, Minglun Yang, Ngai Wong, Yuan Cheng*

arXiv: 2511.01170, 2025.