| 2026 | AAAI | Not All Inconsistency Is Equal: Decomposing LVLM Uncertainty into Belief Divergence and Belief Conflict. | Jie Shi, Xiaodong Yue, Wei Liu, Yufei Chen, Feifan Dong |
| 2026 | ACL | Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality. | Qipeng Xie, Zi Liang, Jiafei Wu, Yufei Chen, Weizheng Wang, Wenao Ma, Zhong Ming, Haiqin Yang, Kaishun Wu |
| 2026 | ISKE | Uncovering Reasoning Failures: Hallucination Detection via Semantic Probing and Attention Tracking. | Feifan Dong, Xiaodong Yue, Yufei Chen, Jie Shi |
| 2026 | ISKE | Beyond Statistical Divergence: A Hybrid Calibration Framework for Decoupling Hallucination in Large Language Models. | Jie Shi, Xiaodong Yue, Wei Liu, Yufei Chen, Feifan Dong, Zihao Li |
| 2026 | ISKE | Beyond Top-K: Representative Evidence Selection for Retrieval-Augmented Missing-Modality Learning. | Zhipeng Wei, Xiaodong Yue, Yufei Chen, Zhikang Xu, Zihao Li, Peiling Xu, Yuyang Wu |
| 2026 | ISKE | Domain Knowledge Guided for Varicose Vein Classification with Adaptive Clinical Experts. | Yanrun Zhu, Xiaodong Yue, Yufei Chen, Zhikang Xu, Zhipeng Wei, Jie Shi |
| 2026 | WWW | Enhancing Trusted Multi-View Classification via Adaptive Regularization Guided by View-Specific Biases. | Zhiyuan Liu, Xiaodong Yue, Yufei Chen, Shijie Ding, Jie Shi |
| 2026 | WWW | MGK-RAG: Multi-Granularity Knowledge Guided Retrieval-Augmented Generation for Radiology Report. | Jiaqing Ma, Xiaodong Yue, Yufei Chen, Jie Shi, Zhipeng Wei, Zeyu Jia |
| 2026 | WWW | Active Retrieval-Augmented Generation with Conflict-Fused Uncertainty Quantification. | Tao Tang, Xiaodong Yue, Yufei Chen, Jie Shi, Shijie Ding |
| 2025 | AAAI | Enhancing Multi-View Classification Reliability with Adaptive Rejection. | Wei Liu, Yufei Chen, Xiaodong Yue |
| 2025 | CIKM | Leveraging Intra-Modal Consistency for Cross-Modal Alignment and Retrieval. | Fengyang Mao, Xiaodong Yue, Yufei Chen, Jiaqing Ma, Zheran Zhang, Jie Shi |
| 2025 | CIKM | Measuring Uncertainty in Medical Image Diagnosis via Conformal Focal Loss. | Ao Yang, Xiaodong Yue, Yufei Chen |
| 2025 | CVPR | Enhancing Testing-Time Robustness for Trusted Multi-View Classification in the Wild. | Wei Liu, Yufei Chen, Xiaodong Yue |
| 2025 | ECAI | HAT-Match: Graph Transformer with Hybrid Attention for Two-View Correspondence Pruning. | Gang Wang, Bin Wu, Yufei Chen |
| 2025 | IROS | Information Entropy-assisted Hierarchical Framework for Unknown Environments Exploration. | Changjun Gu, Zhipeng Hou, Yufei Chen, Jiahua Dong, Xinbo Gao |
| 2025 | MICCAI | ECG Report Generation with Diagnostic Knowledge Enhanced Prompt Learning. | Panpan Fan, Xiaodong Yue, Yufei Chen, Zhipeng Wei, Jie Shi, Zhikang Xu |
| 2025 | MICCAI | Integrate Semantic Radiomics as Prior Evidence Into Evidential Deep Learning for Pelvic Lipomatosis Diagnosis. | Zheran Zhang, Xiaodong Yue, Maoyu Wang, Zhikang Xu, Yufei Chen, Zhipeng Wei |
| 2025 | MICCAI | OrificeNet: Automatic Concealed Orifice Detection from Microscope Imagery with CBCT-Guided Refinement. | Kefan Zhou, Yufei Chen, Wei Liu, Qiyun Shen, Qi Zhang |
| 2025 | WWW | Refining Confusion and Ignorance in Trusted Multi-View Classification. | Xujing Zhou, Xiaodong Yue, Yufei Chen, Linye Li |
| 2024 | ICPR | Deep Evidential Active Learning with Uncertainty-Aware Determinantal Point Process. | Yuxian Zhou, Xiaodong Yue, Yufei Chen, Shaorong Xie |
| 2024 | INDIN | Iterative Scenario Searching with PSO: Improving Simulation Efficiency for Autonomous Vehicle Testing. | Yuqi Huang, Xiaoji Zhou, Deng Pan, Qiang Zhang, Jian Zhang, Yufei Chen, Chengjin Xiao |
| 2024 | MICCAI | Uncertainty-Aware Multi-view Learning for Prostate Cancer Grading with DWI. | Zhicheng Dong, Xiaodong Yue, Yufei Chen, Xujing Zhou, Jiye Liang |
| 2024 | MICCAI | Ground-Truth Effects in Learning-Based Fiber Orientation Distribution Estimation in Neonatal Brains. | Rizhong Lin, Hamza Kebiri, Ali Gholipour, Yufei Chen, Jean-Philippe Thiran, Davood Karimi, Meritxell Bach Cuadra |
| 2024 | WISE | Intellectual Property Protection of Diffusion Models via the Watermark Diffusion Process. | Sen Peng, Yufei Chen, Cong Wang, Xiaohua Jia |
| 2023 | AAAI | Safe Multi-View Deep Classification. | Wei Liu, Yufei Chen, Xiaodong Yue, Changqing Zhang, Shaorong Xie |
| 2023 | AAAI | T-distributed Spherical Feature Representation for Imbalanced Classification. | Xiaoyu Yang, Yufei Chen, Xiaodong Yue, Shaoxun Xu, Chao Ma |
| 2023 | CGO | To Pack or Not to Pack: A Generalized Packing Analysis and Transformation. | Caio Salvador Rohwedder, Nathan Henderson, Joo P. L. de Carvalho, Yufei Chen, Jos Nelson Amaral |
| 2023 | GLOBECOM | Low-Complexity and Information- Theoretic Optimal Memory AMP for Coded Generalized MIMO. | Yufei Chen, Lei Liu, Yuhao Chi, Ying Li, Zhaoyang Zhang |
| 2023 | ICCAD | Invited Paper: Unleashing the Potential of Machine Learning: Harnessing the Dynamics of Supply Noise for Timing Sign-Off. | Yufei Chen, Xiao Dong, Wei-Kai Shih, Cheng Zhuo |
| 2023 | ICONIP | Co-GAN: A Text-to-Image Synthesis Model with Local and Integral Features. | Lulu Liu, Ziqi Xie, Yufei Chen, Qiujun Deng |
| 2023 | ICPADS | Personalized Federated Learning with Local Optimization Models. | Shenhai Zheng, Haihan Xu, Peng Han, Yuanyuan Li, Yufei Chen, Qing Chen |
| 2023 | ISSTA | CILIATE: Towards Fairer Class-Based Incremental Learning by Dataset and Training Refinement. | Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Shiwei Wang |
| 2023 | MICCAI | Evidence Reconciled Neural Network for Out-of-Distribution Detection in Medical Images. | Wei Fu, Yufei Chen, Wei Liu, Xiaodong Yue, Chao Ma |
| 2022 | AAAI | Trusted Multi-View Deep Learning with Opinion Aggregation. | Wei Liu, Xiaodong Yue, Yufei Chen, Thierry Denoeux |
| 2022 | ASPDAC | Application of Deep Learning in Back-End Simulation: Challenges and Opportunities. | Yufei Chen, Haojie Pei, Xiao Dong, Zhou Jin, Cheng Zhuo |
| 2022 | DAC | Worst-case dynamic power distribution network noise prediction using convolutional neural network. | Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo |
| 2022 | ICSE | Fairneuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons. | Xuanqi Gao, Juan Zhai, Shiqing Ma, Chao Shen, Yufei Chen, Qian Wang |
| 2022 | MICCAI | Harnessing Deep Bladder Tumor Segmentation with Logical Clinical Knowledge. | Xiao Huang, Xiaodong Yue, Zhikang Xu, Yufei Chen |
| 2022 | MICCAI | Feature Patch Based Attention Model for Dental Caries Classification. | Genqiang Ren, Yufei Chen, Shuai Qi, Yujie Fu, Qi Zhang |
| 2022 | MICCAI | Convolutional Redistribution Network for Multi-view Medical Image Diagnosis. | Yuan Zhou, Xiaodong Yue, Yufei Chen, Chao Ma, Ke Jiang |
| 2022 | NDSS | Property Inference Attacks Against GANs. | Junhao Zhou, Yufei Chen, Chao Shen, Yang Zhang |
| 2021 | DATE | Joint Sparsity with Mixed Granularity for Efficient GPU Implementation. | Chuliang Guo, Xingang Yan, Yufei Chen, He Li, Xunzhao Yin, Cheng Zhuo |
| 2021 | IJCNN | Integrating General and Specific Priors into Deep Convolutional Neural Networks for Bladder Tumor Segmentation. | Xiao Huang, Xiaodong Yue, Zhikang Xu, Yufei Chen |
| 2021 | ICTAI | Self-Augmentation with Dual-Cycle Constraint for Unsupervised Image-to-Image Generation. | Gang Wang, Haibo Shi, Yufei Chen |
| 2021 | SoMeT | Emotion Regulation Music Recommendation Based on Feature Selection. | Xiaoliang Gong, Ruiyi Yuan, Hui Qian, Yufei Chen, Anthony G. Cohn |
| 2020 | ACL | Parsing into Variable-in-situ Logico-Semantic Graphs. | Yufei Chen, Weiwei Sun |
| 2020 | CIKM | Integrating Diagnosis Rules into Deep Neural Networks for Bladder Cancer Staging. | Cheng Zhang, Xiaodong Yue, Yufei Chen, Ying Lv |
| 2020 | ICONIP | Feature Aware and Bilinear Feature Equal Interaction Network for Click-Through Rate Prediction. | Lang Luo, Yufei Chen, Xianhui Liu, Qiujun Deng |
| 2019 | CoNLL | Peking at MRP 2019: Factorization- and Composition-Based Parsing for Elementary Dependency Structures. | Yufei Chen, Yajie Ye, Weiwei Sun |
| 2018 | ACL | Accurate SHRG-Based Semantic Parsing. | Yufei Chen, Weiwei Sun, Xiaojun Wan |
| 2018 | ACL | Pre- and In-Parsing Models for Neural Empty Category Detection. | Yufei Chen, Yuanyuan Zhao, Weiwei Sun, Xiaojun Wan |
| 2018 | CoNLL | Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis. | Yufei Chen, Sheng Huang, Fang Wang, Junjie Cao, Weiwei Sun, Xiaojun Wan |
| 2018 | ICPR | Spatially Coherent Matching for Robust Registration. | Gang Wang, Yufei Chen, Haotian Zhang |
| 2018 | ICPR | Feature Selection Ensemble for Symbolic Data Classification with AHP. | Meiqian Wang, Xiaodong Yue, Can Gao, Yufei Chen |
| 2018 | ICPR | An Automated Point Set Registration Framework for Multimodal Retinal Image. | Haotian Zhang, Xianhui Liu, Gang Wang, Yufei Chen, Weidong Zhao |
| 2018 | UIC | Multi-Channel Lightweight Convolution Neural Network for Anterior Myocardial Infarction Detection. | Yufei Chen, Huihui Chen, Ziyang He, Cong Yang, Yangjie Cao |
| 2017 | ICIP | Ensemble of active contour based image segmentation. | Wei Xu, Xiaodong Yue, Yufei Chen, Marek Z. Reformat |
| 2017 | ICNC | Threshold algorithm for pancreas segmentation in Dixon water magnetic resonance images. | Xiaoying Shan, Chaolin Du, Yufei Chen, Asoke K. Nandi, Xiaoliang Gong, Chao Ma, Panpan Yang |
| 2017 | ICONIP | Efficient Neighborhood Covering Reduction with Submodular Function Optimization. | Qiang Chen, Xiaodong Yue, Jie Zhou, Yufei Chen |
| 2017 | IECON | Laplacian spectra for a family of treelike networks. | Xiaoqian Wang, Meifeng Dai, Yufei Chen, Yue Zong |
| 2016 | CVPR | Context-Aware Gaussian Fields for Non-rigid Point Set Registration. | Gang Wang, Zhicheng Wang, Yufei Chen, Qiangqiang Zhou, Weidong Zhao |
| 2015 | AAAI | Multi-View Actionable Patterns for Managing Traffic Bottleneck. | Xiaodong Yue, Longbing Cao, Yufei Chen, Bin Xu |
| 2015 | ICIG | Contour-Based Plant Leaf Image Segmentation Using Visual Saliency. | Qiangqiang Zhou, Zhicheng Wang, Weidong Zhao, Yufei Chen |
| 2015 | SMC | Fuzzy Correspondences and Kernel Density Estimation for Contaminated Point Set Registration. | Gang Wang, Zhicheng Wang, Yufei Chen, Weidong Zhao, Xianhui Liu |
| 2013 | GRC | Scale selection in roughness based color quantization. | Xiaodong Yue, Duoqian Miao, Yue Wu, Caiming Zhong, Yufei Chen |
| 2013 | PPoPP | Scalable deterministic replay in a parallel full-system emulator. | Yufei Chen, Haibo Chen |
| 2011 | MICCAI | Liver Segmentation in CT Images for Intervention Using a Graph-Cut Based Model. | Yufei Chen, Weidong Zhao, Qidi Wu, Zhicheng Wang, Jinyong Hu |
| 2011 | PPoPP | COREMU: a scalable and portable parallel full-system emulator. | Zhaoguo Wang, Ran Liu, Yufei Chen, Xi Wu, Haibo Chen, Weihua Zhang, Binyu Zang |