Xiangyang Ji - Publications, H-index & Citations

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季

季向阳 (Xiangyang Ji)

tsinghua university

47H-index

476Paper Count

1.1WCitation Count

Published Papers 88

Publication Date

Model predictive task sampling for efficient and robust adaptation

Nature Communications

IF15.7

2026-06-09

OAAI

Qi Cheems Wang; Zehao Xiao; Yixiu Mao; Yun Qu; Jiayi Shen; Yiqin Lv; Xiangyang Ji

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CAS-ViT: Convolutional Additive Self-Attention Vision Transformers for Efficient Mobile Applications

IEEE Transactions on Image Processing

IF13.7

2026-01-28

PREAI

Tianfang Zhang; Lei Li; Yang Zhou; Wentao Liu; Chen Qian; Jenq-Neng Hwang; Xiangyang Ji

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Federated domain generalization via data-centric flatness optimization

Pattern Recognition

IF7.6

2025-12-31

PREAI

Chenyang Wang; Junjun Jiang; Xingyu Hu; Xianming Liu; Xiangyang Ji

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Competitive Learning for Autonomous Flight

IEEE Robotics and Automation Letters

IF5.3

2025-12-08

PREAI

Kangyao Huang; Hao Wang; Di Guo; Xiangkui Zhang; Xiangyang Ji; Huaping Liu

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Development and validation of a deep-learning algorithm for rule-in and rule-out coronary artery disease based on electrocardiogram without evidence of myocardial ischemia

IJC Heart & Vasculature

IF2.5

2025-08-15

PREAI

Runchen Sun; Xiangqian Zhu; Shen Lin; Mengnan Shi; Xuexin Yu; Chang Liu; Yaoguan Yue; Juntong Zeng; Yan Zhao; Xiaoqi Wang; Xiaocong Lian; Xin Jin; Zhe Zheng; Xiangyang Ji

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RSGPT: a generative transformer model for retrosynthesis planning pre-trained on ten billion datapoints

Nature Communications

IF15.7

2025-07-31

OAAI

Yafeng Deng; Xinda Zhao; Hanyu Sun; Yu Chen; Xiaorui Wang; Xi Xue; Liangning Li; Jianfei Song; Chang-Yu Hsieh; Tingjun Hou; Xiandao Pan; Taghrid Saad Alomar; Xiangyang Ji; Xiaojian Wang

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Self-Supervised Multi-Camera Collaborative Depth Prediction With Latent Diffusion Models

IEEE Transactions on Intelligent Transportation Systems

IF8.4

2025-07-01

PREAI

Jialei Xu; Xianming Liu; Yuanchao Bai; Junjun Jiang; Xiangyang Ji

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Photon-efficient camera with in-sensor computing

NATURE COMMUNICATIONS

IF15.7

2025-04-03

OAAI

Guan, Yanqiu; Li, Haochen; Zhang, Yi; Qiu, Yuchen; Zhang, Labao; Ji, Xiangyang; Wang, Hao; Chen, Qi; Ma, Liang; Wang, Xiaohan; Yang, Zhuolin; Tu, Xuecou; Zhao, Qingyuan; Jia, Xiaoqing; Chen, Jian; Kang, Lin; Wu, Peiheng

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Enhancing consistency and mitigating bias: A data replay approach for incremental learning

NEURAL NETWORKS

IF6.3

2025-04-01

OAAI

Wang, Chenyang; Jiang, Junjun; Hu, Xingyu; Liu, Xianming; Ji, Xiangyang

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Pursuit Winning Strategies for Reach-Avoid Games With Polygonal Obstacles

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2025-02-01

OAAI

Yan, Rui; Mi, Shuai; Duan, Xiaoming; Chen, Jintao; Ji, Xiangyang

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Diff-Holo: A Residual Diffusion Model With Complex Transformer for Rapid Single-Frame Hologram Reconstruction

ieee transactions on computational social systems

IF4.8

2025-01-01

PREAI

Ziqi Bai; Xianming Liu; Cheng Guo; Kui Jiang; Junjun Jiang; Xiangyang Ji

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Proposal Distribution Calibration for Few-Shot Object Detection

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

OAAI

Liu, Chang; Li, Bohao; Shi, Mengnan; Chen, Xiaozhong; Ji, Xiangyang; Ye, Qixiang

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Enhancing Few-Shot CLIP With Semantic-Aware Fine-Tuning

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2025-01-01

OAAI

Zhu, Yao; Chen, Yuefeng; Mao, Xiaofeng; Yan, Xiu; Wang, Yue; Lu, Wang; Wang, Jindong; Ji, Xiangyang

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High-Resolution Underwater Creature Segmentation

IEEE Transactions on Image Processing

IF13.7

2025-01-01

PREAI

Huiyang Wu; Qiuping Jiang; Zongwei Wu; Runmin Cong; Cédric Demonceaux; Yi Yang; Xiangyang Ji

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Reliable deep learning in anomalous diffusion against out-of-distribution dynamics

NATURE COMPUTATIONAL SCIENCE

IF18.3

2024-10-28

OAAI

Feng, Xiaochen; Sha, Hao; Zhang, Yongbing; Su, Yaoquan; Liu, Shuai; Jiang, Yuan; Hou, Shangguo; Han, Sanyang; Ji, Xiangyang

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Reliable deep learning in anomalous diffusion against out-of-distribution dynamics

NATURE COMPUTATIONAL SCIENCE

IF18.3

2024-10-11

PREAI

Feng, Xiaochen; Sha, Hao; Zhang, Yongbing; Su, Yaoquan; Liu, Shuai; Jiang, Yuan; Hou, Shangguo; Han, Sanyang; Ji, Xiangyang

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Deep Attentional Guided Image Filtering

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2024-09-01

OAAI

Zhong, Zhiwei; Liu, Xianming; Jiang, Junjun; Zhao, Debin; Ji, Xiangyang

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Prediction of coronary artery disease based on facial temperature information captured by non-contact infrared thermography

BMJ HEALTH & CARE INFORMATICS

IF4.4

2024-06-03

OAAI

Kung, Minghui; Zeng, Juntong; Lin, Shen; Yu, Xuexin; Liu, Chang; Shi, Mengnan; Sun, Runchen; Yuan, Shangyuan; Lian, Xiaocong; Su, Xiaoting; Zhao, Yan; Zheng, Zhe; Ji, Xiangyang

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Association between gait video information and general cardiovascular diseases: a prospective cross-sectional study

EUROPEAN HEART JOURNAL - DIGITAL HEALTH

IF4.4

2024-05-20

OAAI

Zeng, Juntong; Lin, Shen; Li, Zhigang; Sun, Runchen; Yu, Xuexin; Lian, Xiaocong; Zhao, Yan; Ji, Xiangyang; Zheng, Zhe

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Multiple data streams over a single optical path

APPLIED PHYSICS LETTERS

IF3.6

2024-01-17

PREAI

Fu, Kang; Fu, Jianwei; Wang, Binju; Yan, Jiabin; Liu, Pengzhan; Ji, Xiangyang; Zhu, Hongbo; Wang, Yongjin

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Research Directions