Qin, Jing

71 publications

ICLR 2026 Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series Guoqi Yu, Juncheng Wang, Chen Yang, Jing Qin, Angelica I Aviles-Rivero, Shujun Wang

ICLR 2026 HFSTI-Net: Hierarchical Frequency-Spatial-Temporal Interactions for Video Polyp Segmentation Yuanqin He, Guilian Chen, Yuhua Zhang, Huisi Wu, Jing Qin

ICLR 2026 MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion Zijie Chen, Kejing Yin, Wenfang Yao, William K. Cheung, Jing Qin

ICLR 2026 NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context Ben Yao, Qiuchi Li, Yazhou Zhang, Yang Siyu, Bohan Zhang, Prayag Tiwari, Jing Qin

ICLR 2026 ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection Yiliang Chen, Zhixi Li, Cheng Xu, Alex Qinyang Liu, Ruize Cui, Xuemiao Xu, Jeremy Yuen-Chun Teoh, Shengfeng He, Jing Qin

ICLR 2026 WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception Yuhua Zhang, Guilian Chen, Yuanqin He, Huisi Wu, Jing Qin

CVPR 2025 CSC-PA: Cross-Image Semantic Correlation via Prototype Attentions for Single-Network Semi-Supervised Breast Tumor Segmentation Zhenhui Ding, Guilian Chen, Qin Zhang, Huisi Wu, Jing Qin

TMLR 2025 Commander-GPT: Dividing and Routing for Multimodal Sarcasm Detection Yazhou Zhang, Chunwang Zou, Bo Wang, Jing Qin, Prayag Tiwari

IJCAI 2025 Connecting Giants: Synergistic Knowledge Transfer of Large Multimodal Models for Few-Shot Learning Hao Tang, Shengfeng He, Jing Qin

AAAI 2025 Dr. Tongue: Sign-Oriented Multi-Label Detection for Remote Tongue Diagnosis Yiliang Chen, Steven SC Ho, Cheng Xu, Yao Jie Xie, Wing-Fai Yeung, Shengfeng He, Jing Qin

AAAI 2025 FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization Cheng Xu, Weiwen Zhang, Hongrui Zhang, Xuemiao Xu, Huaidong Zhang, Jing Zou, Jing Qin

ICCV 2025 GDKVM: Echocardiography Video Segmentation via Spatiotemporal Key-Value Memory with Gated Delta Rule Rui Wang, Yimu Sun, Jingxing Guo, Huisi Wu, Jing Qin

AAAI 2025 Is Sarcasm Detection a Step-by-Step Reasoning Process in Large Language Models? Ben Yao, Yazhou Zhang, Qiuchi Li, Jing Qin

NeurIPS 2025 Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment Chen Liu, Wenfang Yao, Kejing Yin, William K. Cheung, Jing Qin

IJCAI 2025 OT-DETECTOR: Delving into Optimal Transport for Zero-Shot Out-of-Distribution Detection Yu Liu, Hao Tang, Haiqi Zhang, Jing Qin, Zechao Li

ICCV 2025 RA-BUSSeg: Relation-Aware Semi-Supervised Breast Ultrasound Image Segmentation via Adjacent Propagation and Cross-Layer Alignment Wanting Zhang, Zhenhui Ding, Guilian Chen, Huisi Wu, Jing Qin

ICCV 2025 STDDNet: Harnessing Mamba for Video Polyp Segmentation via Spatial-Aligned Temporal Modeling and Discriminative Dynamic Representation Learning Guilian Chen, Huisi Wu, Jing Qin

ICCV 2025 Toward Fair and Accurate Cross-Domain Medical Image Segmentation: A VLM-Driven Active Domain Adaptation Paradigm Hongqiu Wang, Wu Chen, Xiangde Luo, Zhaohu Xing, Lihao Liu, Jing Qin, Shaozhi Wu, Lei Zhu

ICCV 2025 WeaveSeg: Iterative Contrast-Weaving and Spectral Feature-Refining for Nuclei Instance Segmentation Jiajia Li, Huisi Wu, Jing Qin

NeurIPS 2024 Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-Ray Generation Wenfang Yao, Chen Liu, Kejing Yin, William K. Cheung, Jing Qin

AAAI 2024 An Embedding-Unleashing Video Polyp Segmentation Framework via Region Linking and Scale Alignment Zhixue Fang, Xinrong Guo, Jingyin Lin, Huisi Wu, Jing Qin

ECCV 2024 Beat-It: Beat-Synchronized Multi-Condition 3D Dance Generation Zikai Huang, Xuemiao Xu, Cheng Xu, Huaidong Zhang, Chenxi Zheng, Jing Qin, Shengfeng He

ECCV 2024 Domesticating SAM for Breast Ultrasound Image Segmentation via Spatial-Frequency Fusion and Uncertainty Correction Wanting Zhang, Huisi Wu, Jing Qin

AAAI 2024 DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency Wenfang Yao, Kejing Yin, William K. Cheung, Jia Liu, Jing Qin

AAAI 2024 FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers Yuzhi Liu, Huisi Wu, Jing Qin

CVPR 2024 Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal Yijun Yang, Hongtao Wu, Angelica I. Aviles-Rivero, Yulun Zhang, Jing Qin, Lei Zhu

CVPR 2024 Incremental Nuclei Segmentation from Histopathological Images via Future-Class Awareness and Compatibility-Inspired Distillation Huyong Wang, Huisi Wu, Jing Qin

CVPR 2024 Learning Diffusion Texture Priors for Image Restoration Tian Ye, Sixiang Chen, Wenhao Chai, Zhaohu Xing, Jing Qin, Ge Lin, Lei Zhu

CVPR 2024 MemSAM: Taming Segment Anything Model for Echocardiography Video Segmentation Xiaolong Deng, Huisi Wu, Runhao Zeng, Jing Qin

CVPR 2024 PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-Wise Hardness Siyao Jiang, Huisi Wu, Junyang Chen, Qin Zhang, Jing Qin

ICML 2024 Revitalizing Multivariate Time Series Forecasting: Learnable Decomposition with Inter-Series Dependencies and Intra-Series Variations Modeling Guoqi Yu, Jing Zou, Xiaowei Hu, Angelica I Aviles-Rivero, Jing Qin, Shujun Wang

AAAI 2024 Semi-Supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting Sen Deng, Yidan Feng, Haoneng Lin, Yiting Fan, Alex Pui-Wai Lee, Xiaowei Hu, Jing Qin

ECCV 2024 VP-SAM: Taming Segment Anything Model for Video Polyp Segmentation via Disentanglement and Spatio-Temporal Side Network Zhixue Fang, Yuzhi Liu, Huisi Wu, Jing Qin

NeurIPS 2023 CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations Yazhou Zhang, Yang Yu, Qing Guo, Benyou Wang, Dongming Zhao, Sagar Uprety, Dawei Song, Qiuchi Li, Jing Qin

ICCV 2023 Deep Fusion Transformer Network with Weighted Vector-Wise Keypoints Voting for Robust 6d Object Pose Estimation Jun Zhou, Kai Chen, Linlin Xu, Qi Dou, Jing Qin

ICCV 2023 SVDFormer: Complementing Point Cloud via Self-View Augmentation and Self-Structure Dual-Generator Zhe Zhu, Honghua Chen, Xing He, Weiming Wang, Jing Qin, Mingqiang Wei

AAAI 2023 Super-Efficient Echocardiography Video Segmentation via Proxy- and Kernel-Based Semi-Supervised Learning Huisi Wu, Jingyin Lin, Wende Xie, Jing Qin

CVPR 2022 Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images Huisi Wu, Zhaoze Wang, Youyi Song, Lin Yang, Jing Qin

ECCV 2022 Editing Out-of-Domain GAN Inversion via Differential Activations Haorui Song, Yong Du, Tianyi Xiang, Junyu Dong, Jing Qin, Shengfeng He

ECCVW 2022 ExSwin-UNet: An Unbalanced Weighted UNet with Shifted Window and External Attentions for Fetal Brain MRI Image Segmentation Yufei Wen, Chongxin Liang, Jingyin Lin, Huisi Wu, Jing Qin

AAAI 2022 H2-MIL: Exploring Hierarchical Representation with Heterogeneous Multiple Instance Learning for Whole Slide Image Analysis Wentai Hou, Lequan Yu, Chengxuan Lin, Helong Huang, Rongshan Yu, Jing Qin, Liansheng Wang

AAAI 2022 I Can Find You! Boundary-Guided Separated Attention Network for Camouflaged Object Detection Hongwei Zhu, Peng Li, Haoran Xie, Xuefeng Yan, Dong Liang, Dapeng Chen, Mingqiang Wei, Jing Qin

ECCV 2022 Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior Shuai Wang, Lei Zhu, Huazhu Fu, Jing Qin, Carola-Bibiane Schönlieb, Wei Feng, Song Wang

AAAI 2022 Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou

ICLR 2022 T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis Minhao Liu, Ailing Zeng, Qiuxia Lai, Ruiyuan Gao, Min Li, Jing Qin, Qiang Xu

CVPR 2022 Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution Guangyuan Li, Jun Lv, Yapeng Tian, Qi Dou, Chengyan Wang, Chenliang Xu, Jing Qin

ICCV 2021 Adaptive Graph Convolution for Point Cloud Analysis Haoran Zhou, Yidan Feng, Mingsheng Fang, Mingqiang Wei, Jing Qin, Tong Lu

ICCV 2021 Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-Supervised Polyp Segmentation Huisi Wu, Guilian Chen, Zhenkun Wen, Jing Qin

IJCAI 2021 Direction-Aware Feature-Level Frequency Decomposition for Single Image Deraining Sen Deng, Yidan Feng, Mingqiang Wei, Haoran Xie, Yiping Chen, Jonathan Li, Xiao-Ping Zhang, Jing Qin

CVPR 2021 FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space Quande Liu, Cheng Chen, Jing Qin, Qi Dou, Pheng-Ann Heng

IJCAI 2021 Object Detection in Densely Packed Scenes via Semi-Supervised Learning with Dual Consistency Chao Ye, Huaidong Zhang, Xuemiao Xu, Weiwei Cai, Jing Qin, Kup-Sze Choi

ICCV 2021 Online Pseudo Label Generation by Hierarchical Cluster Dynamics for Adaptive Person Re-Identification Yi Zheng, Shixiang Tang, Guolong Teng, Yixiao Ge, Kaijian Liu, Jing Qin, Donglian Qi, Dapeng Chen

AAAI 2021 Precise yet Efficient Semantic Calibration and Refinement in ConvNets for Real-Time Polyp Segmentation from Colonoscopy Videos Huisi Wu, Jiafu Zhong, Wei Wang, Zhenkun Wen, Jing Qin

AAAI 2021 Region-Aware Global Context Modeling for Automatic Nerve Segmentation from Ultrasound Images Huisi Wu, Jiasheng Liu, Wei Wang, Zhenkun Wen, Jing Qin

CVPR 2021 Triple-Cooperative Video Shadow Detection Zhihao Chen, Liang Wan, Lei Zhu, Jia Shen, Huazhu Fu, Wennan Liu, Jing Qin

CVPR 2020 Geometry and Learning Co-Supported Normal Estimation for Unstructured Point Cloud Haoran Zhou, Honghua Chen, Yidan Feng, Qiong Wang, Jing Qin, Haoran Xie, Fu Lee Wang, Mingqiang Wei, Jun Wang

ICCV 2019 Deep Multi-Model Fusion for Single-Image Dehazing Zijun Deng, Lei Zhu, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Qing Zhang, Jing Qin, Pheng-Ann Heng

CVPR 2019 Single Image Reflection Removal Beyond Linearity Qiang Wen, Yinjie Tan, Jing Qin, Wenxi Liu, Guoqiang Han, Shengfeng He

CVPR 2019 Surface Reconstruction from Normals: A Robust DGP-Based Discontinuity Preservation Approach Wuyuan Xie, Miaohui Wang, Mingqiang Wei, Jianmin Jiang, Jing Qin

AAAI 2019 Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

AAAI 2018 Automated Segmentation of Overlapping Cytoplasm in Cervical Smear Images via Contour Fragments Youyi Song, Jing Qin, Baiying Lei, Kup-Sze Choi

ECCV 2018 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection Lei Zhu, Zijun Deng, Xiaowei Hu, Chi-Wing Fu, Xuemiao Xu, Jing Qin, Pheng-Ann Heng

CVPR 2018 Direction-Aware Spatial Context Features for Shadow Detection Xiaowei Hu, Lei Zhu, Chi-Wing Fu, Jing Qin, Pheng-Ann Heng

AAAI 2018 Recurrently Aggregating Deep Features for Salient Object Detection Xiaowei Hu, Lei Zhu, Jing Qin, Chi-Wing Fu, Pheng-Ann Heng

IJCAI 2018 R³Net: Recurrent Residual Refinement Network for Saliency Detection Zijun Deng, Xiaowei Hu, Lei Zhu, Xuemiao Xu, Jing Qin, Guoqiang Han, Pheng-Ann Heng

AAAI 2018 SFCN-OPI: Detection and Fine-Grained Classification of Nuclei Using Sibling FCN with Objectness Prior Interaction Yanning Zhou, Qi Dou, Hao Chen, Jing Qin, Pheng-Ann Heng

WACV 2018 ScanNet: A Fast and Dense Scanning Framework for Metastastic Breast Cancer Detection from Whole-Slide Image Huangjing Lin, Hao Chen, Qi Dou, Liansheng Wang, Jing Qin, Pheng-Ann Heng

AAAI 2017 Fine-Grained Recurrent Neural Networks for Automatic Prostate Segmentation in Ultrasound Images Xin Yang, Lequan Yu, Lingyun Wu, Yi Wang, Dong Ni, Jing Qin, Pheng-Ann Heng

JMLR 2017 Group Sparse Optimization via Lp,q Regularization Yaohua Hu, Chong Li, Kaiwen Meng, Jing Qin, Xiaoqi Yang

AAAI 2017 Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images Lequan Yu, Xin Yang, Hao Chen, Jing Qin, Pheng-Ann Heng

AAAI 2016 Mitosis Detection in Breast Cancer Histology Images via Deep Cascaded Networks Hao Chen, Qi Dou, Xi Wang, Jing Qin, Pheng-Ann Heng