Wenxin Ma

37 papers A* 2A 1B 1C 1Journal 23Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
A self-supervised framework for emphysema anomaly detection and staging in computed tomography scans.
Patterns
Xiang Zhang, Mingyue Zhao, Fei Yao, Wenxin Ma, Jin Zhang, Yueze Li, Xiuxiu Zhou, Yu Guan, Yi Xiao, Li Fan, Shaohua Kevin Zhou, Shiyuan Liu
2026 J jnl
Assessing and improving multi-perspective redundancy at segment level in multimodal transportation networks.
Reliab. Eng. Syst. Saf.
Wenxin Ma, Zhiyong Liu, Chenhao Zheng, Muladilijiang Baikejuli, Ruimin Li
2026 J jnl
CausalSpatial: A Benchmark for Object-Centric Causal Spatial Reasoning.
CoRR
Wenxin Ma, Chenlong Wang, Ruisheng Yuan, Hao Chen, Nanru Dai, S. Kevin Zhou, Yijun Yang, Alan L. Yuille, Jieneng Chen
2026 J jnl
Concept-to-Pixel: Prompt-Free Universal Medical Image Segmentation.
CoRR
Haoyun Chen, Fenghe Tang, Wenxin Ma, Shaohua Kevin Zhou
2026 J jnl
From Documents to Spans: Code-Centric Learning for LLM-based ICD Coding.
CoRR
Xu Zhang, Wenxin Ma, Chenxu Wu, Rongsheng Wang, Kun Zhang, S. Kevin Zhou
2026 J jnl
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation.
Medical Image Anal.
Fenghe Tang, Qingsong Yao, Wenxin Ma, Chenxu Wu, Zihang Jiang, S. Kevin Zhou
2026 J jnl
Integrating data mining and transformer models for socially beneficial bicycle scheduling in urban bicycle-sharing.
Int. J. Bus. Intell. Data Min.
Wenxin Ma, Jiabin Liang, Dazhou Li
2026 J jnl
Thinking with Spatial Code for Physical-World Video Reasoning.
CoRR
Jieneng Chen, Wenxin Ma, Ruisheng Yuan, Yunzhi Zhang, Jiajun Wu, Alan L. Yuille
2025 — conf
A General Knowledge Injection Framework for ICD Coding.
ACL (Findings)
Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou
2025 J jnl
A General Knowledge Injection Framework for ICD Coding.
CoRR
Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou
2025 A* conf
AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP.
CVPR
Wenxin Ma, Xu Zhang, Qingsong Yao, Fenghe Tang, Chenxu Wu, Yingtai Li, Rui Yan, Zihang Jiang, S. Kevin Zhou
2025 J jnl
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP.
CoRR
Wenxin Ma, Xu Zhang, Qingsong Yao, Fenghe Tang, Chenxu Wu, Yingtai Li, Rui Yan, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Equivariant Sampling for Improving Diffusion Model-based Image Restoration.
CoRR
Chenxu Wu, Qingpeng Kong, Peiang Zhao, Wendi Yang, Wenxin Ma, Fenghe Tang, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Hi-End-MAE: Hierarchical encoder-driven masked autoencoders are stronger vision learners for medical image segmentation.
CoRR
Fenghe Tang, Qingsong Yao, Wenxin Ma, Chenxu Wu, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Histomorphology-driven multi-instance learning for breast cancer WSI classification.
CoRR
Baizhi Wang, Rui Yan, Wenxin Ma, Xu Zhang, Yuhao Wang, Xiaolong Li, Yunjie Gu, Zihang Jiang, S. Kevin Zhou
2025 A* conf
Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation.
ACM Multimedia
Fenghe Tang, Bingkun Nian, Jianrui Ding, Wenxin Ma, Quan Quan, Chengqi Dong, Jie Yang, Wei Liu, S. Kevin Zhou
2025 — conf
More Performant and Scalable: Rethinking Contrastive Vision-Language Pre-training of Radiology in the LLM Era.
MICCAI (7)
Yingtai Li, Haoran Lai, Xiaoqian Zhou, Shuai Ming, Wenxin Ma, Wei Wei, Shaohua Kevin Zhou
2025 J jnl
More performant and scalable: Rethinking contrastive vision-language pre-training of radiology in the LLM era.
CoRR
Yingtai Li, Haoran Lai, Xiaoqian Zhou, Shuai Ming, Wenxin Ma, Wei Wei, Shaohua Kevin Zhou
2025 J jnl
Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster.
CoRR
Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou
2025 — conf
Pre-trained LLM is a Semantic-Aware and Generalizable Segmentation Booster.
MICCAI (10)
Fenghe Tang, Wenxin Ma, Zhiyang He, Xiaodong Tao, Zihang Jiang, Shaohua Kevin Zhou
2025 J jnl
Research on paging enhancements for 5G-A downlink transmission energy saving.
Digit. Commun. Networks
Wenxin Ma, Weidong Gao, Jiaqi Liu, Kaisa Zhang, Xu Zhao, Bingfeng Cui, Shujuan Sun, Shurong Li
2025 A conf
Towards Accurate Unified Anomaly Segmentation.
WACV
Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S. Kevin Zhou
2025 J jnl
Towards Accurate Unified Anomaly Segmentation.
CoRR
Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S. Kevin Zhou
2025 J jnl
U-Bench: A Comprehensive Understanding of U-Net through 100-Variant Benchmarking.
CoRR
Fenghe Tang, Chengqi Dong, Wenxin Ma, Zikang Xu, Heqin Zhu, Zihang Jiang, Rongsheng Wang, Yuhao Wang, Chenxu Wu, Shaohua Kevin Zhou
2025 — conf
User Localization, Tracking and Environment Sensing for RIS-Aided mmWave MIMO-OFDM Systems: Location Serves Communication.
ICC
Yueyan Chu, Kai Du, Wenxin Ma, Jinghong Sun, Wenbin Guo
2024 C conf
Comparative Analysis of Advanced Optimization Algorithms for Highway Photovoltaic System Layout.
INDIN
Yanmeng Tao, Zhengke Liu, Wenxin Ma, Xiaolei Ma
2024 J jnl
Joint Localization and NLOS Identification Exploiting Reconfigurable Intelligence Surface.
IEEE Trans. Wirel. Commun.
Yueyan Chu, Ce Shi, Wenxin Ma, Jinghong Sun, Wenbin Guo, Wenbo Wang
2023 — conf
A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry.
CASE
Yue Teng, Xinyu Li, Qihao Liu, Shichen Tian, Wenxin Ma, Chunjiang Zhang
2023 J jnl
Joint Localization and Passive Beamforming Exploiting Reconfigurable Intelligence Surface.
IEEE Commun. Lett.
Yueyan Chu, Wenxin Ma, Ce Shi, Jie Yang, Wenbin Guo
2023 — conf
Risk assessment of knee injury with insole sensor system based on gait phase.
ICCIP
Zhuocheng Shi, Zhuoyue Ning, Wenxin Ma, Weijian Guo, Chen Wang, Zhenwei You, Weidong Gao
2022 J jnl
Self-Unwrapping Phase-Shifting for Fast and Accurate 3-D Shape Measurement.
IEEE Trans. Instrum. Meas.
Jinghui Zeng, Wenxin Ma, Wei Jia, Yucheng Li, Haowen Li, Xuewen Liu, Mingkui Tan
2021 J jnl
Inhibition of PPARγ Gene Particle Downregulates the Differentiation of Rabbit Bone Marrow Mesenchymal Stem Cells into Adipocytes.
Sci. Program.
Yi Dong, Long Chang, Long Hei, Sensen Yang, Wenxin Ma, Huiqiang Ding
2020 B conf
PointDrop: Improving Object Detection from Sparse Point Clouds via Adversarial Data Augmentation.
ICPR
Wenxin Ma, Jian Chen, Qing Du, Wei Jia
2011 — conf
The Design and Simulation Model of Vector Composing Circuits for Angle and Amplitude Modulations.
CSEE (3)
Qiudong Sun, Wenying Yan, Wenxin Ma, Yunfeng Xue
2010 — conf
Collaborative Development of Network Application System Based on Layered Conceptual Model.
DBTA
Qiudong Sun, Yongping Qiu, Wenxin Ma, Yongjie Gu
2009 J jnl
Information Hiding Method Based on Block DWT Sub-Band Feature Encoding.
J. Softw. Eng. Appl.
Qiudong Sun, Wenxin Ma, Wenying Yan, Hong Dai
2006 — conf
Improving Coverage in Functional Testing.
QSIC
Jessica Chen, Guy-Vincent Jourdan, Wenxin Ma, Hasan Ural