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2025

LLMEmb: Large Language Model Can Be a Good Embedding Generator for Sequential RecommendationQidong Liu 0002, Xian Wu 0001, Wanyu Wang, Yejing Wang, Yuanshao Zhu, Xiangyu Zhao 0001, Feng Tian 0002, Yefeng Zheng 0001. AAAI 2025: 12183-12191 [doi]

DUSA-UNet: Dual Sparse Attentive U-Net for Multiscale Road Network ExtractionJie Song 0014, Yue Sun, Ziyun Cai, Liang Xiao 0001, Yawen Huang, Yefeng Zheng 0001. tgrs, 63:1-14, 2025. [doi]

Adaptive Weighting Based Metal Artifact Reduction in CT ImagesHong Wang 0021, Yichen Wu, Yongbo Wang, Dong Wei 0004, Xian Wu 0001, Jianhua Ma 0001, Yefeng Zheng 0001. tmi, 44(6):2408-2423, June 2025. [doi]

GAD: Domain generalized diabetic retinopathy grading by grade-aware de-stylizationQi Bi, Jingjun Yi, Hao Zheng 0008, Haolan Zhan, Yawen Huang, Wei Ji 0011, Yuexiang Li, Yefeng Zheng 0001. PR, 164:111484, 2025. [doi]

Multi-Source Domain Adaptation by Causal-Guided Adaptive Multimodal Diffusion NetworksZiyun Cai, Yawen Huang, Tengfei Zhang, Yefeng Zheng 0001, Dong Yue 0001. ijcv, 133(7):4623-4645, July 2025. [doi]

Attention-driven acoustic properties learning for underwater target rangingXiaohui Chu, Hantao Zhou, Yan Zhang 0109, Yachao Zhang 0001, Runze Hu, Haoran Duan 0001, Yawen Huang, Yefeng Zheng 0001, Rongrong Ji. PR, 164:111560, 2025. [doi]

Learning to Generalize Heterogeneous Representation for Cross-Modality Image Synthesis via Multiple Domain InterventionsYawen Huang, Huimin Huang, Hao Zheng 0008, Yuexiang Li, Feng Zheng, Xiantong Zhen, Yefeng Zheng 0001. ijcv, 133(7):4727-4748, July 2025. [doi]

Braineditor: Structure-Disentangled Brain MRI Synthesis via Natural Language Prompted Diffusion Image EditingJialin Li, Dong Wei 0004, Jiaming Qiu, Yiwei Ren, Pujin Cheng, Junyan Lyu, Terry Tao Ye, Yefeng Zheng 0001, Xiaoying Tang 0001. isbi 2025: 1-5 [doi]

Aligning, Autoencoding and Prompting Large Language Models for Novel Disease ReportingFenglin Liu, Xian Wu 0001, Jinfa Huang, Bang Yang, Kim M. Branson, Patrick Schwab, Lei A. Clifton, Ping Zhang 0016, Jiebo Luo 0001, Yefeng Zheng 0001, David A. Clifton. pami, 47(5):3332-3343, May 2025. [doi]

A multimodal multidomain multilingual medical foundation model for zero shot clinical diagnosisFenglin Liu, Zheng Li 0018, Qingyu Yin, Jinfa Huang, Jiebo Luo 0001, Anshul Thakur, Kim M. Branson, Patrick Schwab, Bing Yin, Xian Wu 0001, Yefeng Zheng 0001, David A. Clifton. npjdm, 8(1), 2025. [doi]

A Semantic-Consistent Few-Shot Modulation Recognition Framework for IoT ApplicationsJie Su, Peng Sun, Yuting Jiang, Zhenyu Wen, Fangda Guo, Yiming Wu, Zhen Hong, Haoran Duan 0001, Yawen Huang, Rajiv Ranjan 0001, Yefeng Zheng 0001. tnn, 36(5):8100-8111, May 2025. [doi]

Unlocking the Potential of Weakly Labeled Data: A Co-Evolutionary Learning Framework for Abnormality Detection and Report GenerationJinghan Sun, Dong Wei 0004, Zhe Xu, Donghuan Lu, Hong Liu, Hong Wang 0021, Sotirios A. Tsaftaris, Steven McDonagh 0001, Yefeng Zheng 0001, Liansheng Wang. tmi, 44(4):1671-1685, April 2025. [doi]

PASS: Test-Time Prompting to Adapt Styles and Semantic Shapes in Medical Image SegmentationChuyan Zhang, Hao Zheng 0008, Xin You, Yefeng Zheng 0001, Yun Gu. tmi, 44(4):1853-1865, April 2025. [doi]

How much Medical Knowledge do LLMs have? An Evaluation of Medical Knowledge Coverage for LLMsZiheng Zhang, Zhenxi Lin, Yefeng Zheng 0001, Xian Wu 0001. WWW 2025: 5330-5341 [doi]

A Layered Debating Multi-Agent System for Similar Disease DiagnosisYutian Zhao, Huimin Wang, Yefeng Zheng 0001, Xian Wu 0001. naacl 2025: 539-549 [doi]

UniHead: Unifying Multi-Perception for Detection HeadsHantao Zhou, Rui Yang 0010, Yachao Zhang 0001, Haoran Duan 0001, Yawen Huang, Runze Hu, Xiu Li 0001, Yefeng Zheng 0001. tnn, 36(5):9565-9576, May 2025. [doi]

2024

MedJourney: Benchmark and Evaluation of Large Language Models over Patient Clinical JourneyXian Wu 0001, Yutian Zhao, Yunyan Zhang, Jiageng Wu, Zhihong Zhu, Yingying Zhang, Yi Ouyang, Ziheng Zhang, Huimin Wang, Zhenxi Lin, Jie Yang 0039, Shuang Zhao, Yefeng Zheng 0001. nips 2024: [doi]

OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact LearningHong Wang 0021, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng 0001. tmi, 43(1):489-502, January 2024. [doi]

RCDNet: An Interpretable Rain Convolutional Dictionary Network for Single Image DerainingHong Wang 0021, Qi Xie, Qian Zhao 0002, Yuexiang Li, Yong Liang 0001, Yefeng Zheng 0001, Deyu Meng. tnn, 35(6):8668-8682, June 2024. [doi]

Learning Frequency-Adapted Vision Foundation Model for Domain Generalized Semantic SegmentationQi Bi, Jingjun Yi, Hao Zheng 0008, Haolan Zhan, Yawen Huang, Wei Ji 0011, Yuexiang Li, Yefeng Zheng 0001. nips 2024: [doi]

Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image GradingQi Bi, Jingjun Yi, Hao Zheng 0008, Wei Ji 0011, Haolan Zhan, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001. nips 2024: [doi]

Learning Generalized Medical Image Segmentation from Decoupled Feature QueriesQi Bi, Jingjun Yi, Hao Zheng, Wei Ji, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001. AAAI 2024: 810-818 [doi]

Self-Supervised Cross-Level Consistency Learning For Fundus Image ClassificationQi Bi, Hao Zheng, Xu Sun 0006, Jingjun Yi, Wentian Zhang, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001. icassp 2024: 1781-1785 [doi]

Attention Cycle-consistent universal network for More Universal Domain AdaptationZiyun Cai, Yawen Huang, Tengfei Zhang, Xiao-Yuan Jing, Yefeng Zheng 0001, Ling Shao 0001. PR, 147:110109, March 2024. [doi]

Aspects are Anchors: Towards Multimodal Aspect-based Sentiment Analysis via Aspect-driven Alignment and RefinementZhanpeng Chen, Zhihong Zhu, Wanshi Xu, Yunyan Zhang, Xian Wu 0001, Yefeng Zheng 0001. mm 2024: 2292-2300 [doi]

Cooper: Coordinating Specialized Agents towards a Complex Dialogue GoalYi Cheng, Wenge Liu, Jian Wang, Chak Tou Leong, Yi Ouyang, Wenjie Li, Xian Wu, Yefeng Zheng 0001. AAAI 2024: 17853-17861 [doi]

Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor SegmentationQian Dai, Dong Wei 0004, Hong Liu, Jinghan Sun, Liansheng Wang, Yefeng Zheng 0001. AAAI 2024: 1445-1453 [doi]

Wearable-based behaviour interpolation for semi-supervised human activity recognitionHaoran Duan, Shidong Wang, Varun Ojha 0001, Shizheng Wang, Yawen Huang, Yang Long 0001, Rajiv Ranjan, Yefeng Zheng 0001. isci, 665:120393, 2024. [doi]

Federated Learning via Input-Output Collaborative DistillationXuan Gong, Shanglin Li, Yuxiang Bao, Barry Yao, Yawen Huang, Ziyan Wu, Baochang Zhang 0001, Yefeng Zheng 0001, David S. Doermann. AAAI 2024: 22058-22066 [doi]

Combinatorial CNN-Transformer Learning with Manifold Constraints for Semi-supervised Medical Image SegmentationHuimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong 0001, Yen-Wei Chen 0001, Yuexiang Li, Yefeng Zheng 0001. AAAI 2024: 2330-2338 [doi]

Going Beyond Multi-Task Dense Prediction with Synergy Embedding ModelsHuimin Huang, Yawen Huang, Lanfen Lin, Ruofeng Tong 0001, Yen-Wei Chen 0001, Hao Zheng 0008, Yuexiang Li, Yefeng Zheng 0001. cvpr 2024: 28181-28190 [doi]

Multi-Constraint Transferable Generative Adversarial Networks for Cross-Modal Brain Image SynthesisYawen Huang, Hao Zheng 0008, Yuexiang Li, Feng Zheng, Xiantong Zhen, Guo-Jun Qi, Ling Shao 0001, Yefeng Zheng 0001. ijcv, 132(11):4937-4953, November 2024. [doi]

JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy LearningWai-Chung Kwan, Huimin Wang, Hongru Wang 0003, Zezhong Wang 0004, Bin Liang, Xian Wu, Yefeng Zheng 0001, Kam-Fai Wong. COLING 2024: 9578-9588 [doi]

Improving vision transformer for medical image classification via token-wise perturbationYuexiang Li, Yawen Huang, Nanjun He, Kai Ma 0002, Yefeng Zheng 0001. jvcir, 98:104022, 2024. [doi]

An Organ-Aware Diagnosis Framework for Radiology Report GenerationShiyu Li, Pengchong Qiao, Lin Wang 0026, Munan Ning, Li Yuan 0007, Yefeng Zheng 0001, Jie Chen 0001. tmi, 43(12):4253-4265, December 2024. [doi]

Triplet-branch network with contrastive prior-knowledge embedding for disease gradingYuexiang Li, Yanping Wang, Guang Lin, Yawen Huang, Jingxin Liu, Yi Lin, Dong Wei 0004, Qirui Zhang 0004, Kai Ma 0002, Zhiqiang Zhang, Guangming Lu, Yefeng Zheng 0001. artmed, 149:102801, 2024. [doi]

LENAS: Learning-Based Neural Architecture Search and Ensemble for 3-D Radiotherapy Dose PredictionYi Lin, Yanfei Liu, Hao Chen 0011, Xin Yang 0008, Kai Ma 0002, Yefeng Zheng 0001, Kwang-Ting Cheng. tcyb, 54(10):5795-5805, October 2024. [doi]

Prototypical Graph Contrastive LearningShuai Lin, Chen Liu, Pan Zhou, Zi-Yuan Hu, Shuojia Wang, Ruihui Zhao, Yefeng Zheng 0001, Liang Lin, Eric P. Xing, Xiaodan Liang. tnn, 35(2):2747-2758, February 2024. [doi]

Biomedical Entity Linking as Multiple Choice Question AnsweringZhenxi Lin, Ziheng Zhang, Xian Wu, Yefeng Zheng 0001. COLING 2024: 2390-2396 [doi]

Improving Biomedical Entity Linking with Retrieval-Enhanced LearningZhenxi Lin, Ziheng Zhang, Xian Wu 0001, Yefeng Zheng 0001. icassp 2024: 11461-11465 [doi]

When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical ApplicationsQidong Liu, Xian Wu 0001, Xiangyu Zhao 0001, Yuanshao Zhu, Derong Xu, Feng Tian 0002, Yefeng Zheng 0001. sigir 2024: 1104-1114 [doi]

LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential RecommendationQidong Liu, Xian Wu 0001, Yejing Wang, Zijian Zhang 0009, Feng Tian 0002, Yefeng Zheng 0001, Xiangyu Zhao 0001. nips 2024: [doi]

Learning to Segment Multiple Organs from Multimodal Partially Labeled DatasetsHong Liu, Dong Wei 0004, Donghuan Lu, Jinghan Sun, Hao Zheng 0008, Yefeng Zheng 0001, Liansheng Wang. miccai 2024: 372-382 [doi]

Simultaneous alignment and surface regression using hybrid 2D-3D networks for 3D coherent layer segmentation of retinal OCT images with full and sparse annotationsHong Liu, Dong Wei 0004, Donghuan Lu, Xiaoying Tang, Liansheng Wang, Yefeng Zheng 0001. mia, 91:103019, January 2024. [doi]

CTNeRF: Cross-time Transformer for dynamic neural radiance field from monocular videoXingyu Miao, Yang Bai, Haoran Duan, Fan Wan, Yawen Huang, Yang Long 0001, Yefeng Zheng 0001. PR, 156:110729, 2024. [doi]

DS-Depth: Dynamic and Static Depth Estimation via a Fusion Cost VolumeXingyu Miao, Yang Bai, Haoran Duan, Yawen Huang, Fan Wan, Xinxing Xu, Yang Long 0001, Yefeng Zheng 0001. tcsv, 34(4):2564-2576, April 2024. [doi]

ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image ClassificationJiangbo Shi, Chen Li 0011, Tieliang Gong, Yefeng Zheng 0001, Huazhu Fu. cvpr 2024: 11248-11258 [doi]

Hybrid unsupervised representation learning and pseudo-label supervised self-distillation for rare disease imaging phenotype classification with dispersion-aware imbalance correctionJinghan Sun, Dong Wei 0004, Liansheng Wang, Yefeng Zheng 0001. mia, 93:103102, 2024. [doi]

imapScore: Medical Fact Evaluation Made EasyHuimin Wang, Yutian Zhao, Xian Wu 0001, Yefeng Zheng 0001. acl 2014: 10242-10257 [doi]

Acquiring New Knowledge Without Losing Old Ones for Effective Continual Dialogue Policy LearningHuimin Wang, Yunyan Zhang, Yifan Yang, Yefeng Zheng 0001, Kam-Fai Wong. tkde, 36(12):7569-7584, December 2024. [doi]

Relational Experience Replay: Continual Learning by Adaptively Tuning Task-Wise RelationshipQuanziang Wang, Renzhen Wang, Yuexiang Li, Dong Wei 0004, Hong Wang 0021, Kai Ma 0002, Yefeng Zheng 0001, Deyu Meng. tmm, 26:9683-9698, 2024. [doi]

Causally Debiased Time-aware RecommendationLei Wang, Chen Ma, Xian Wu, Zhaopeng Qiu, Yefeng Zheng 0001, Xu Chen. WWW 2024: 3331-3342 [doi]

Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal ProcessingZhenyu Wen, Yuheng Ye, Jie Su, Taotao Li, Jinhao Wan, Shilian Zheng, Zhen Hong, Shibo He, Haoran Duan, Yuexiang Li, Yawen Huang, Yefeng Zheng 0001. expert, 39(6):48-57, November - December 2024. [doi]

Mitigating Catastrophic Forgetting in Online Continual Learning by Modeling Previous Task Interrelations via Pareto OptimizationYichen Wu, Hong Wang 0021, Peilin Zhao, Yefeng Zheng 0001, Ying Wei 0001, Long-Kai Huang. icml 2024: [doi]

Large language models leverage external knowledge to extend clinical insight beyond language boundariesJiageng Wu, Xian Wu, Zhaopeng Qiu, Minghui Li, Shixu Lin, Yingying Zhang, Yefeng Zheng 0001, Changzheng Yuan, Jie Yang. jamia, 31(9):2054-2064, 2024. [doi]

Safeguarding Fraud Detection from Attacks: A Robust Graph Learning ApproachJiasheng Wu, Xin Liu, Dawei Cheng, Yi Ouyang, Xian Wu 0001, Yefeng Zheng 0001. IJCAI 2024: 7500-7508 [doi]

Tune-an-Ellipse: CLIP Has Potential to Find what you WantJinheng Xie, Songhe Deng, Bing Li 0024, Haozhe Liu, Yawen Huang, Yefeng Zheng 0001, Jürgen Schmidhuber, Bernard Ghanem, LinLin Shen, Mike Zheng Shou. cvpr 2024: 13723-13732 [doi]

Unsupervised Domain Adaptation for Medical Image Segmentation by Disentanglement Learning and Self-TrainingQingsong Xie, Yuexiang Li, Nanjun He, Munan Ning, Kai Ma 0002, Guoxing Wang, Yong Lian 0001, Yefeng Zheng 0001. tmi, 43(1):4-14, January 2024. [doi]

Cross-modality Neuroimage Synthesis: A SurveyGuoyang Xie, Yawen Huang, Jin-Bao Wang, Jiayi Lyu, Feng Zheng, Yefeng Zheng 0001, Yaochu Jin. ACM Comput. Surv., 56(3), March 2024. [doi]

MoME: Mixture of Multimodal Experts for Cancer Survival PredictionConghao Xiong, Hao Chen 0011, Hao Zheng 0008, Dong Wei 0004, Yefeng Zheng 0001, Joseph J. Y. Sung, Irwin King. miccai 2024: 318-328 [doi]

TAKT: Target-Aware Knowledge Transfer for Whole Slide Image ClassificationConghao Xiong, Yi Lin, Hao Chen 0011, Hao Zheng 0008, Dong Wei 0004, Yefeng Zheng 0001, Joseph J. Y. Sung, Irwin King. miccai 2024: 503-513 [doi]

Separated collaborative learning for semi-supervised prostate segmentation with multi-site heterogeneous unlabeled MRI dataZhe Xu, Donghuan Lu, Jie Luo 0003, Yefeng Zheng 0001, Raymond Kai-Yu Tong. mia, 93:103095, 2024. [doi]

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive DecodingDerong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu 0001, Tong Xu 0001, Xiangyu Zhao 0001, Yefeng Zheng 0001, Enhong Chen. emnlp 2024: 7744-7757 [doi]

Multi-perspective Improvement of Knowledge Graph Completion with Large Language ModelsDerong Xu, Ziheng Zhang, Zhenxi Lin, Xian Wu, Zhihong Zhu, Tong Xu 0001, Xiangyu Zhao 0001, Yefeng Zheng 0001, Enhong Chen. COLING 2024: 11956-11968 [doi]

Editing Factual Knowledge and Explanatory Ability of Medical Large Language ModelsDerong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu 0001, Tong Xu 0001, Wanyu Wang, Yuyang Ye, Xiangyu Zhao 0001, Enhong Chen, Yefeng Zheng 0001. CIKM 2024: 2660-2670 [doi]

FM-ABS: Promptable Foundation Model Drives Active Barely Supervised Learning for 3D Medical Image SegmentationZhe Xu, Cheng Chen, Donghuan Lu, Jinghan Sun, Dong Wei 0004, Yefeng Zheng 0001, Quanzheng Li, Raymond Kai-Yu Tong. miccai 2024: 294-304 [doi]

Large language models for generative information extraction: a surveyDerong Xu, Wei Chen 0156, Wenjun Peng, Chao Zhang, Tong Xu 0001, Xiangyu Zhao 0001, Xian Wu, Yefeng Zheng 0001, Yang Wang, Enhong Chen. fcsc, 18(6):186357, December 2024. [doi]

Cross-Modal Vertical Federated Learning for MRI ReconstructionYunlu Yan, Hong Wang 0021, Yawen Huang, Nanjun He, Lei Zhu 0003, Yong Xu 0001, Yuexiang Li, Yefeng Zheng 0001. titb, 28(11):6384-6394, November 2024. [doi]

MRL-Seg: Overcoming Imbalance in Medical Image Segmentation With Multi-Step Reinforcement LearningFeiyang Yang, Xiongfei Li, Haoran Duan, Feilong Xu, Yawen Huang, Xiaoli Zhang, Yang Long 0001, Yefeng Zheng 0001. titb, 28(2):858-869, February 2024. [doi]

Distributional Fairness-aware RecommendationHao Yang, Xian Wu, Zhaopeng Qiu, Yefeng Zheng 0001, Xu Chen 0017. tois, 42(5), September 2024. [doi]

Adversarial Medical Image With Hierarchical Feature HidingQingsong Yao, Zecheng He, Yuexiang Li, Yi Lin, Kai Ma 0002, Yefeng Zheng 0001, S. Kevin Zhou. tmi, 43(4):1296-1307, April 2024. [doi]

Learning Spectral-Decomposited Tokens for Domain Generalized Semantic SegmentationJingjun Yi, Qi Bi, Hao Zheng 0008, Haolan Zhan, Wei Ji 0011, Yawen Huang, Yuexiang Li, Yefeng Zheng 0001. mm 2024: 8159-8168 [doi]

Hallucinated Style Distillation for Single Domain Generalization in Medical Image SegmentationJingjun Yi, Qi Bi, Hao Zheng 0008, Haolan Zhan, Wei Ji 0011, Yawen Huang, Shaoxin Li 0001, Yuexiang Li, Yefeng Zheng 0001, Feiyue Huang. miccai 2024: 438-448 [doi]

Prototype Correlation Matching and Class- Relation Reasoning for Few-Shot Medical Image SegmentationYumin Zhang, Hongliu Li, Yajun Gao, Haoran Duan, Yawen Huang, Yefeng Zheng 0001. tmi, 43(11):4041-4054, November 2024. [doi]

Affine Collaborative Normalization: A shortcut for adaptation in medical image analysisChuyan Zhang, Yuncheng Yang, Hao Zheng, Yawen Huang, Yefeng Zheng 0001, Yun Gu. PR, 153:110528, 2024. [doi]

GraphLeak: Patient Record Leakage through Gradients with Knowledge GraphXi Sheryl Zhang, Weifan Guan, Jiahao Lu, Zhaopeng Qiu, Jian Cheng, Xian Wu, Yefeng Zheng 0001. WWW 2024: 4706-4716 [doi]

Pre-trained Online Contrastive Learning for Insurance Fraud DetectionRui Zhang, Dawei Cheng, Jie Yang, Yi Ouyang, Xian Wu, Yefeng Zheng 0001, Changjun Jiang. AAAI 2024: 22511-22519 [doi]

Self-supervised learning for medical image data with anatomy-oriented imaging planesTianwei Zhang, Dong Wei 0004, Mengmeng Zhua, Shi Gu, Yefeng Zheng 0001. mia, 94:103151, 2024. [doi]

Knowledge-aware Attention Network for Medication Effectiveness PredictionYingying Zhang, Xian Wu, Yu Zhang, Yefeng Zheng 0001. COLING 2024: 9799-9809 [doi]

Anomaly detection via gating highway connection for retinal fundus imagesWentian Zhang, Haozhe Liu, Jinheng Xie, Yawen Huang, Yu Zhang, Yuexiang Li, Raghavendra Ramachandra, Yefeng Zheng 0001. PR, 148:110167, April 2024. [doi]

Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language ModelsYutian Zhao, Huimin Wang, Yuqi Liu, Suhuang Wu, Xian Wu 0001, Yefeng Zheng 0001. emnlp 2024: 13914-13935 [doi]

MKeCL: Medical Knowledge-Enhanced Contrastive Learning for Few-shot Disease DiagnosisYutian Zhao, Huimin Wang, Xian Wu, Yefeng Zheng 0001. COLING 2024: 11394-11404 [doi]

DGLF: A Dual Graph-based Learning Framework for Multi-modal Sarcasm DetectionZhihong Zhu, Kefan Shen, Zhaorun Chen, Yunyan Zhang, Yuyan Chen, Xiaoqi Jiao, Zhongwei Wan, Shaorong Xie, Wei Liu 0027, Xian Wu 0001, Yefeng Zheng 0001. emnlp 2024: 2900-2912 [doi]

Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report GenerationZhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu 0001, Yefeng Zheng 0001. miccai 2024: 303-313 [doi]

TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual DebiasingZhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu 0001, Yefeng Zheng 0001. IJCAI 2024: 6687-6695 [doi]

InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory ProcessingZhihong Zhu, Xuxin Cheng, Zhaorun Chen, Yuyan Chen, Yunyan Zhang, Xian Wu 0001, Yefeng Zheng 0001, Bowen Xing. mm 2024: 515-524 [doi]

Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer SemanticsZhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng 0001. COLING 2024: 711-721 [doi]

2023

Learning from multiple annotators for medical image segmentationLe Zhang 0005, Ryutaro Tanno, Moucheng Xu, Yawen Huang, Kevin Bronik, Chen Jin, Joseph Jacob, Yefeng Zheng 0001, Ling Shao 0001, Olga Ciccarelli, Frederik Barkhof, Daniel C. Alexander. PR, 138:109400, June 2023. [doi]

MEPNet: A Model-Driven Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT ImagesHong Wang 0021, MingHao Zhou, Dong Wei 0004, Yuexiang Li, Yefeng Zheng 0001. miccai 2023: 109-120 [doi]

Editorial for the MEDIA MICCAI special issue 2021Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng 0001, Caroline Essert. mia, 83:102695, 2023. [doi]

Semi-Supervised Convolutional Vision Transformer with Bi-Level Uncertainty Estimation for Medical Image SegmentationHuimin Huang, Yawen Huang, Shiao Xie, Lanfen Lin, Ruofeng Tong, Yen-Wei Chen, Yuexiang Li, Yefeng Zheng 0001. mm 2023: 5214-5222 [doi]

ICA-Proto: Iterative Cross Alignment Prototypical Network for Incremental Few-Shot Relation ClassificationWangjie Jiang, Zhihao Ye, Bang Liu, Ruihui Zhao, Jianguang Zheng, Mengyao Li, Zhiyong Li, Yujiu Yang, Yefeng Zheng 0001. eacl 2023: 2230-2239 [doi]

MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationMunan Ning, Donghuan Lu, Yujia Xie, Dongdong Chen 0001, Dong Wei 0004, Yefeng Zheng 0001, Yonghong Tian 0001, Shuicheng Yan, Li Yuan 0007. pami, 45(11):13553-13566, November 2023. [doi]

FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsPeng Tu, Xu Xie, Guo Ai, Yuexiang Li, Yawen Huang, Yefeng Zheng 0001. iccv 2023: 13272-13281 [doi]

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative GenerationHuimin Wang, Wai-Chung Kwan, Kam-Fai Wong, Yefeng Zheng 0001. acl 2023: 6348-6361 [doi]

Identify Event Causality with Knowledge and AnalogySifan Wu, Ruihui Zhao, Yefeng Zheng 0001, Jian Pei, Bang Liu. AAAI 2023: 13745-13753 [doi]

Category-Level Regularized Unlabeled-to-Labeled Learning for Semi-supervised Prostate Segmentation with Multi-site Unlabeled DataZhe Xu, Donghuan Lu, Jiangpeng Yan, Jinghan Sun, Jie Luo 0003, Dong Wei 0004, Sarah F. Frisken, Quanzheng Li, Yefeng Zheng 0001, Raymond Kai-Yu Tong. miccai 2023: 3-13 [doi]

A Model-Agnostic Framework for Universal Anomaly Detection of Multi-organ and Multi-modal ImagesYinghao Zhang, Donghuan Lu, Munan Ning, Liansheng Wang, Dong Wei 0004, Yefeng Zheng 0001. miccai 2023: 232-241 [doi]

Blind Super-Resolution of 3D MRI via Unsupervised Domain TransformationHexiang Zhou, Yawen Huang, Yuexiang Li, Yi Zhou 0007, Yefeng Zheng 0001. titb, 27(3):1409-1418, March 2023. [doi]

RECIST Weakly Supervised Lesion Segmentation via Label-Space Co-TrainingLianyu Zhou, Dong Wei 0004, Donghuan Lu, Wei Xue, Liansheng Wang, Yefeng Zheng 0001. isbi 2023: 1-4 [doi]

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