Chenxin Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 38

Top Topics

Medical Image Segmentation

Smooth Manifold

Mass Spectrometry

Processing Pipeline

Top Venues

Comput. Biol. Medicine

Publications

Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yixuan Yuan
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. CoRR (2024)
Haipeng Xu, Chenxin Li, Longfeng Zhang, Zhiyuan Ding, Tao Lu, Huihua Hu
Immunotherapy efficacy prediction through a feature re-calibrated 2.5D neural network. Comput. Methods Programs Biomed. 249 (2024)
Chenxin Li, Brandon Y. Feng, Yifan Liu, Hengyu Liu, Cheng Wang, Weihao Yu, Yixuan Yuan
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting. CoRR (2024)
Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. CoRR (2024)
Liye Chen, Biaoshun Li, Yihao Chen, Mujie Lin, Shipeng Zhang, Chenxin Li, Yu Pang, Ling Wang
ADCNet: a unified framework for predicting the activity of antibody-drug conjugates. CoRR (2024)
Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation. CoRR (2024)
Panwang Pan, Zhiwen Fan, Brandon Y. Feng, Peihao Wang, Chenxin Li, Zhangyang Wang
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images. 3DV (2024)
Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan
Endora: Video Generation Models as Endoscopy Simulators. CoRR (2024)
Chenxin Li, Hengyu Liu, Zhiwen Fan, Wuyang Li, Yifan Liu, Panwang Pan, Yixuan Yuan
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting. CoRR (2024)
Yifan Liu, Chenxin Li, Chen Yang, Yixuan Yuan
EndoGaussian: Gaussian Splatting for Deformable Surgical Scene Reconstruction. CoRR (2024)
Qing Xu, Jiaxuan Li, Xiangjian He, Ziyu Liu, Zhen Chen, Wenting Duan, Chenxin Li, Maggie M. He, Fiseha B. Tesema, Wooi P. Cheah, Yi Wang, Rong Qu, Jonathan M. Garibaldi
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation. CoRR (2024)
Zhijie Rao, Jingcai Guo, Xiaocheng Lu, Qihua Zhou, Jie Zhang, Kang Wei, Chenxin Li, Song Guo
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning. CoRR (2023)
Yingchi Mao, Chenxin Li, Zibo Wang, Zijian Tu, Ping Ping
Differential Privacy in Federated Dynamic Gradient Clipping Based on Gradient Norm. ICA3PP (4) (2023)
Chenxin Li, Brandon Y. Feng, Zhiwen Fan, Panwang Pan, Zhangyang Wang
StegaNeRF: Embedding Invisible Information within Neural Radiance Fields. ICCV (2023)
Yiyang Liu, Chenxin Li, Xiaotong Tu, Xinghao Ding, Yue Huang
Hint-Dynamic Knowledge Distillation. ICASSP (2023)
Panwang Pan, Zhiwen Fan, Brandon Y. Feng, Peihao Wang, Chenxin Li, Zhangyang Wang
Learning to Estimate 6DoF Pose from Limited Data: A Few-Shot, Generalizable Approach using RGB Images. CoRR (2023)
Chenxin Li, Ruijin Xue, Chichen Lin, Weijian Fan, Xiao Han
CUCPLUS at CheckThat!-2023: Text Combination and Regularized Adversarial Training for News Media Factuality Evaluation. CLEF (Working Notes) (2023)
Haote Xu, Yunlong Zhang, Liyan Sun, Chenxin Li, Yue Huang, Xinghao Ding
AFSC: Adaptive Fourier Space Compression for Anomaly Detection. CoRR (2022)
Chenxin Li, Mingbao Lin, Zhiyuan Ding, Nie Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Liujuan Cao
Knowledge Condensation Distillation. ECCV (11) (2022)
Chenxin Li, Brandon Y. Feng, Zhiwen Fan, Panwang Pan, Zhangyang Wang
StegaNeRF: Embedding Invisible Information within Neural Radiance Fields. CoRR (2022)
Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Zhong Chen, Guisheng Wang, Yizhou Yu, John W. Paisley
Few-shot medical image segmentation using a global correlation network with discriminative embedding. Comput. Biol. Medicine 140 (2022)
Chenxin Li, Mingbao Lin, Zhiyuan Ding, Nie Lin, Yihong Zhuang, Yue Huang, Xinghao Ding, Liujuan Cao
Knowledge Condensation Distillation. CoRR (2022)
Chenxin Li, Xin Lin, Yijin Mao, Wei Lin, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu
Domain generalization on medical imaging classification using episodic training with task augmentation. Comput. Biol. Medicine 141 (2022)
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Hierarchical deep network with uncertainty-aware semi-supervised learning for vessel segmentation. Neural Comput. Appl. 34 (4) (2022)
Yiyang Liu, Chenxin Li, Xiaotong Tu, Xinghao Ding, Yue Huang
Hint-dynamic Knowledge Distillation. CoRR (2022)
Zhiyuan Ding, Qi Dong, Haote Xu, Chenxin Li, Xinghao Ding, Yue Huang
Unsupervised Anomaly Segmentation for Brain Lesions Using Dual Semantic-Manifold Reconstruction. ICONIP (3) (2022)
Yunlong Zhang, Chenxin Li, Xin Lin, Liyan Sun, Yihong Zhuang, Yue Huang, Xinghao Ding, Xiaoqing Liu, Yizhou Yu
Generator Versus Segmentor: Pseudo-healthy Synthesis. MICCAI (6) (2021)
Chenxin Li, Yunlong Zhang, Jiongcheng Li, Yue Huang, Xinghao Ding
Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation. CoRR (2021)
Chenxin Li, Mingxuan Gao, Wenxian Yang, Chuanqi Zhong, Rongshan Yu
Diamond: a multi-modal DIA mass spectrometry data processing pipeline. Bioinform. 37 (2) (2021)
Chenxin Li, Qi Qi, Xinghao Ding, Yue Huang, Dong Liang, Yizhou Yu
Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation. CoRR (2021)
Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding
Consistent Posterior Distributions Under Vessel-Mixing: A Regularization For Cross-Domain Retinal Artery/Vein Classification. ICIP (2021)
Zhehan Liang, Yu Rong, Chenxin Li, Yunlong Zhang, Yue Huang, Tingyang Xu, Xinghao Ding, Junzhou Huang
Unsupervised Large-Scale Social Network Alignment via Cross Network Embedding. CIKM (2021)
Chenxin Li, Yunlong Zhang, Zhehan Liang, Wenao Ma, Yue Huang, Xinghao Ding
Consistent Posterior Distributions under Vessel-Mixing: A Regularization for Cross-Domain Retinal Artery/Vein Classification. CoRR (2021)
Chenxin Li, Wenao Ma, Liyan Sun, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Hierarchical Deep Network with Uncertainty-aware Semi-supervised Learning for Vessel Segmentation. CoRR (2021)
Liyan Sun, Chenxin Li, Xinghao Ding, Yue Huang, Guisheng Wang, Yizhou Yu
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding. CoRR (2020)
Ximeng Zhang, Weiwei Wu, Yuhong Ma, Chang Wang, Chenxin Li, Naichang Yuan
Design Dual-Polarization Frequency Selective Rasorber Using Split Ring Resonators. IEEE Access 7 (2019)
Jin-Ling Hu, Chenxin Li, Jia-Yi Fang, Li Zhao, Yan Shi
Enhanced Resource Selection Mechanism for LTE-V2X Sidelink Multi-Carrier Operation. VTC Spring (2019)
Li Zhao, Jia-Yi Fang, Jin-Ling Hu, Yuanyuan Li, Lin Lin, Yan Shi, Chenxin Li
The Performance Comparison of LTE-V2X and IEEE 802.11p. VTC Spring (2018)
Jose H. Blanchet, Chenxin Li
Efficient rare event simulation for heavy-tailed compound sums. ACM Trans. Model. Comput. Simul. 21 (2) (2011)