Shengjia Chen

37 papers A* 3A 1B 1Misc 3Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2026 A* conf
Domain-Auxiliary Infrared Moving Small Target Detection by Learning to Overlook Domain Discrepancy.
AAAI
Shengjia Chen, Luping Ji, Shuang Peng, Sicheng Zhu, Mao Ye
2026 J jnl
Local-global collaborative feature learning with level-wise decoding for infrared small target detection.
Comput. Vis. Image Underst.
Weiwei Duan, Luping Ji, Shengjia Chen, Jianghong Huang
2026 J jnl
OMD: optimal transport-guided multimodal disentangled learning for leptomeningeal metastasis diagnosis.
Inf. Fusion
Shengjia Chen, Huihua Hu, Hongfu Zeng, Chenxin Li, Qing Xu, Longfeng Zhang, Haipeng Xu
2025 J jnl
Domain-Specific Foundation Model Improves AI-Based Analysis of Neuropathology.
CoRR
Ruchika Verma, Shrishtee Kandoi, Robina Afzal, Shengjia Chen, Jannes Jegminat, Michael W. Karlovich, Melissa Umphlett, Timothy E. Richardson, Kevin Clare, Quazi Hossain, Jorge Samanamud, Phyllis L. Faust, Elan D. Louis, Ann C. McKee, Thor D. Stein, Jonathan D. Cherry, Jesse B. Mez, Anya C. McGoldrick, Dalilah D. Quintana Mora, Melissa J. Nirenberg, Ruth H. Walker, Yolfrankcis Mendez, Susan Morgello, Dennis W. Dickson, Melissa E. Murray, Carlos Cordon-Cardo, Nadejda M. Tsankova, Jamie M. Walker, Diana K. Dangoor, Stephanie McQuillan, Emma L. Thorn, Claudia De Sanctis, Shuying Li, Thomas J. Fuchs, Kurt Farrell, John F. Crary, Gabriele Campanella
2025 J jnl
Language-Driven Motion Prior Knowledge Learning for Moving Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Shengjia Chen, Luping Ji, Shuang Peng, Sicheng Zhu, Mao Ye, Yongsheng Sang
2025 J jnl
MICPL: Motion-Inspired Cross-Pattern Learning for Small-Object Detection in Satellite Videos.
IEEE Trans. Neural Networks Learn. Syst.
Shengjia Chen, Luping Ji, Sicheng Zhu, Mao Ye
2025 A* conf
Motion Prior Knowledge Learning with Homogeneous Language Descriptions for Moving Infrared Small Target Detection.
AAAI
Shengjia Chen, Luping Ji, Weiwei Duan, Shuang Peng, Mao Ye
2025 J jnl
Moving infrared dim and small target detection by mixed spatio-temporal encoding.
Eng. Appl. Artif. Intell.
Shuang Peng, Luping Ji, Shengjia Chen, Weiwei Duan, Sicheng Zhu
2025 J jnl
Predict Patient Self-reported Race from Skin Histological Images.
CoRR
Shengjia Chen, Ruchika Verma, Kevin Clare, Jannes Jegminat, Eugenia Alleva, Kuan-Lin Huang, Brandon Veremis, Thomas J. Fuchs, Gabriele Campanella
2025 — conf
Predicting Patient Self-reported Race From Skin Histological Images with Deep Learning.
FAIMI@MICCAI
Shengjia Chen, Ruchika Verma, Kevin Clare, Jannes Jegminat, Eugenia Alleva, Kuan-Lin Huang, Brandon Veremis, Thomas J. Fuchs, Gabriele Campanella
2025 J jnl
Semi-Supervised Multiview Prototype Learning With Motion Reconstruction for Moving Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Duan, Luping Ji, Jianghong Huang, Shengjia Chen, Shuang Peng, Sicheng Zhu, Mao Ye
2025 J jnl
Spatial-temporal-channel collaborative feature learning with transformers for infrared small target detection.
Image Vis. Comput.
Sicheng Zhu, Luping Ji, Shengjia Chen, Weiwei Duan
2025 J jnl
Weakly Supervised Contrastive Learning With Quantity Prompts for Moving Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Duan, Luping Ji, Shengjia Chen, Sicheng Zhu, Jianghong Huang, Mao Ye
2025 J jnl
Weakly-supervised Contrastive Learning with Quantity Prompts for Moving Infrared Small Target Detection.
CoRR
Weiwei Duan, Luping Ji, Shengjia Chen, Sicheng Zhu, Jianghong Huang, Mao Ye
2024 J jnl
A Clinical Benchmark of Public Self-Supervised Pathology Foundation Models.
CoRR
Gabriele Campanella, Shengjia Chen, Ruchika Verma, Jennifer Zeng, Aryeh Stock, Matt Croken, Brandon Veremis, Abdulkadir Elmas, Kuan-Lin Huang, Ricky Kwan, Jane Houldsworth, Adam Schoenfeld, Chad M. Vanderbilt
2024 — conf
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective.
COMPAY@MICCAI
Shengjia Chen, Gabriele Campanella, Abdulkadir Elmas, Aryeh Stock, Jennifer Zeng, Alexandros D. Polydorides, Adam J. Schoenfeld, Kuan-Lin Huang, Jane Houldsworth, Chad Vanderbilt, Thomas J. Fuchs
2024 J jnl
Benchmarking Embedding Aggregation Methods in Computational Pathology: A Clinical Data Perspective.
CoRR
Shengjia Chen, Gabriele Campanella, Abdulkadir Elmas, Aryeh Stock, Jennifer Zeng, Alexandros D. Polydorides, Adam Schoenfeld, Kuan-Lin Huang, Jane Houldsworth, Chad M. Vanderbilt, Thomas J. Fuchs
2024 J jnl
MR-Transformer: Vision Transformer for Total Knee Replacement Prediction Using Magnetic Resonance Imaging.
CoRR
Chaojie Zhang, Shengjia Chen, Ozkan Cigdem, Haresh Rengaraj Rajamohan, Kyunghyun Cho, Richard Kijowski, Cem M. Deniz
2024 J jnl
SSTNet: Sliced Spatio-Temporal Network With Cross-Slice ConvLSTM for Moving Infrared Dim-Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Shengjia Chen, Luping Ji, Jiewen Zhu, Mao Ye, Xiaoyong Yao
2024 J jnl
Spatio-temporal fusion with motion masks for the moving small target detection from remote-sensing videos.
Eng. Appl. Artif. Intell.
Sicheng Zhu, Luping Ji, Jiewen Zhu, Shengjia Chen, Haohao Ren
2024 J jnl
TMP: Temporal Motion Perception with spatial auxiliary enhancement for moving Infrared dim-small target detection.
Expert Syst. Appl.
Sicheng Zhu, Luping Ji, Jiewen Zhu, Shengjia Chen, Weiwei Duan
2024 J jnl
Toward Dense Moving Infrared Small Target Detection: New Datasets and Baseline.
IEEE Trans. Geosci. Remote. Sens.
Shengjia Chen, Luping Ji, Sicheng Zhu, Mao Ye, Haohao Ren, Yongsheng Sang
2024 J jnl
Triple-Domain Feature Learning With Frequency-Aware Memory Enhancement for Moving Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Duan, Luping Ji, Shengjia Chen, Sicheng Zhu, Mao Ye
2024 J jnl
Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target Detection.
CoRR
Weiwei Duan, Luping Ji, Shengjia Chen, Sicheng Zhu, Mao Ye
2023 Misc conf
AugTarget Data Augmentation for Infrared Small Target Detection.
ICASSP
Shengjia Chen, Jiewen Zhu, Luping Ji, Hongjun Pan, Yuhao Xu
2023 J jnl
Improving semantic segmentation with knowledge reasoning network.
J. Vis. Commun. Image Represent.
Shengjia Chen, Xiwei Yang, Zhixin Li
2023 Misc conf
Sanet: Spatial Attention Network with Global Average Contrast Learning for Infrared Small Target Detection.
ICASSP
Jiewen Zhu, Shengjia Chen, Lexiao Li, Luping Ji
2022 — conf
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms.
ICBBE
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2022 J jnl
Prediction of drug effectiveness in rheumatoid arthritis patients based on machine learning algorithms.
CoRR
Shengjia Chen, Nikunj Gupta, Woodward B. Galbraith, Valay Shah, Jacopo Cirrone
2021 J jnl
Joint deep separable convolution network and border regression reinforcement for object detection.
Neural Comput. Appl.
Yu Quan, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma
2021 Misc conf
Knowledge Reasoning for Semantic Segmentation.
ICASSP
Shengjia Chen, Zhixin Li, Xiwei Yang
2020 — conf
Comparison of Penalty-based Feature Selection Approach on High Throughput Biological Data.
ICBET
Ningya Wang, Wenbin Zhou, Jiamin Wu, Shengjia Chen, Ziling Fan
2020 — conf
Evaluation of Feature Selection Methods using Bagging and Boosting Ensemble Techniques on High Throughput Biological Data.
ICBET
Jiamin Wu, Shengjia Chen, Wenbin Zhou, Ningya Wang, Ziling Fan
2020 A conf
Image Captioning with Internal and External Knowledge.
CIKM
Feicheng Huang, Zhixin Li, Shengjia Chen, Canlong Zhang, Huifang Ma
2020 A* conf
Improving Object Detection with Relation Mining Network.
ICDM
Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma
2020 B conf
Object Detection Using Dual Graph Network.
ICPR
Shengjia Chen, Zhixin Li, Feicheng Huang, Canlong Zhang, Huifang Ma
2020 J jnl
Relation R-CNN: A Graph Based Relation-Aware Network for Object Detection.
IEEE Signal Process. Lett.
Shengjia Chen, Zhixin Li, Zhenjun Tang