Xu Jia

Affiliated Hospital of Southwest Medical University — China

Computer Science · Physical Sciences

12h-index2.1kcitations36works2.02yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(17), Multimodal Machine Learning Applications(13), COVID-19 diagnosis using AI(6), Machine Learning and ELM(5), Metaheuristic Optimization Algorithms Research(3)

Publications36 total

Editorial: Advances in therapeutic gastrointestinal endoscopy: from bench to bedside
Frontiers in Medicine·2025Open Access
An innovative approach to close large mucosal defects post-endoscopic submucosal sissection: threads combined with endoclips
Endoscopy·2025Open Access
Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction
2025Open Access
Research on Crane Scene Recognition Technology Combining Digital Twins with Neural Networks
Frontiers in artificial intelligence and applications·2024Open Access
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning
Lecture notes in computer science·2024· 2 cited
Reassessing gastroscopy practices: the need for improved methodology and interpretation
Gut·2024· 1 cited
UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory
2024· 11 cited
Lightweight high-precision pedestrian tracking algorithm in complex occlusion scenarios
KSII Transactions on Internet and Information Systems·2023· 7 citedOpen Access
Learning by Interpreting
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence·2022Open Access
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021· 45 cited
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
arXiv (Cornell University)·2021Open Access
Interpreting Criminal Charge Prediction and Its Algorithmic Bias via Quantum-Inspired Complex Valued Networks
arXiv (Cornell University)·2021Open Access
Multi-Target Domain Adaptation with Collaborative Consistency Learning
arXiv (Cornell University)·2021· 13 citedOpen Access
Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation
2021· 66 cited
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation
2021· 81 cited
Multi-Target Domain Adaptation with Collaborative Consistency Learning
2021· 88 cited
Semi-supervised Domain Adaptation based on Dual-level Domain Mixing for Semantic Segmentation
arXiv (Cornell University)·2021· 9 citedOpen Access
Multi-Source Domain Adaptation with Collaborative Learning for Semantic Segmentation
arXiv (Cornell University)·2021· 11 citedOpen Access
A continual learning survey: Defying forgetting in classification tasks
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021· 1.5k citedOpen Access
Steel surface defects classification method based on self-paced learning
2020· 4 cited
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Frequent Co-authors

Shuaijun Chen(8), Jianzhong He(6), Jianzhuang Liu(6), Yongjie Shi(4), Huchuan Lu(4), Fuming Sun(4), Sarah Parisot(3), Aleš Leonardis(3), Greg Slabaugh(3), Tinne Tuytelaars(3), Takashi Isobe(2), Shengjin Wang(2), Ruihuang Li(2), Jianzhong He(2), Qinghua Hu(2), Linjun Zhou(2), Peng Cui(2), Shiqiang Yang(2), Qi Tian(2), Haiwen Diao(2)