| 2026 | AAAI | Explainable Depression Assessment from Face Videos by Weakly Supervised Learning. | Rongfan Liao, Xiangyu Kong, Shiqing Tang, Lang He, Changzeng Fu, Weicheng Xie, Xiaofeng Liu, Lu Liu, Siyang Song |
| 2026 | AAAI | CoFact: Dynamic Coordination of Attention Heads for Improving Factual Consistency in LLMs. | Shike Li, Xiaokai Wang, Xiaofeng Liu, Xin Tong, Hu Zhang |
| 2026 | AsiaCCS | Formal Analysis Framework for E2EE Protocols. | Yu Wang, Xiaofeng Liu, Yu Hou, Chengyu Hu, Shanqing Guo |
| 2026 | NDSS | ProtocolGuard: Detecting Protocol Non-compliance Bugs via LLM-guided Static Analysis and Dynamic Verification. | Xiangpu Song, Longjia Pei, Jianliang Wu, Yingpei Zeng, Gaoshuo He, Chaoshun Zuo, Xiaofeng Liu, Qingchuan Zhao, Shanqing Guo |
| 2026 | WWW | From Modularity to Unity: Towards Industrial-Scale Generative Recommendation. | Xiaofeng Liu, Wenliang Li, Tao Yu, Guanliang Song, Zhen Chen, Jing Zhou, Dongyue Wang, Xiwei Zhao, Sulong Xu |
| 2025 | ACL | Fine-grained Video Dubbing Duration Alignment with Segment Supervised Preference Optimization. | Chaoqun Cui, Liangbin Huang, Shijing Wang, Zhe Tong, Zhaolong Huang, Xiao Zeng, Xiaofeng Liu |
| 2025 | CVPR | Domain Adaptive Diabetic Retinopathy Grading with Model Absence and Flowing Data. | Wenxin Su, Song Tang, Xiaofeng Liu, Xiaojing Yi, Mao Ye, Chunxiao Zu, Jiahao Li, Xiatian Zhu |
| 2025 | CVPR | Mixture-of-Shape-Experts (MoSE): End-to-End Shape Dictionary Framework to Prompt SAM for Generalizable Medical Segmentation. | Jia Wei, Xiaoqi Zhao, Jonghye Woo, Jinsong Ouyang, Georges El Fakhri, Qingyu Chen, Xiaofeng Liu |
| 2025 | CVPR | FM-LoRA: Factorized Low-Rank Meta-Prompting for Continual Learning. | Xiaobing Yu, Jin Yang, Xiao Wu, Peijie Qiu, Xiaofeng Liu |
| 2025 | ICASSP | Hierarchical Multimodal Decoupling-Fusion Framework for offline Multiple Appropriate Facial Reaction Generation. | Qincheng Lv, Xiaofeng Liu, Jie Li, Rongrong Ni, Pujun Xue, Siyang Song |
| 2025 | ICIP | GlioSurvNet: Multimodal Survival Prediction for Glioblastoma Using Deep Learning and Clinical Variables from Brain MRI. | Gihyeon Kim, Fangxu Xing, Hyoun-Joong Kong, Emiliano Santarnecchi, Helen A. Shih, Thomas Bortfeld, Georges El Fakhri, Xiaofeng Liu, Jang Hwan Choi, Jonghye Woo |
| 2025 | ICLR | Progressive Compositionality in Text-to-Image Generative Models. | Xu Han, Linghao Jin, Xiaofeng Liu, Paul Pu Liang |
| 2025 | IJCAI | Towards Robust Deterministic and Probabilistic Modeling for Predictive Learning. | Xuesong Nie, Haoyuan Jin, Vijayakumar Bhagavatula, Xiaofeng Liu |
| 2025 | IROS | In-situ Value-aligned Human-Robot Interactions with Physical Constraints. | Hongtao Li, Ziyuan Jiao, Xiaofeng Liu, Hangxin Liu, Zilong Zheng |
| 2024 | AAAI | Label-Efficient Few-Shot Semantic Segmentation with Unsupervised Meta-Training. | Jianwu Li, Kaiyue Shi, Guo-Sen Xie, Xiaofeng Liu, Jian Zhang, Tianfei Zhou |
| 2024 | ACISP | Security Research for Android Remote Assistance Apps. | Liwei Wang, Xiaofeng Liu, Ting Lei, Wenna Song, Shanqing Guo, Pengcheng Ren |
| 2024 | CSCWD | Solving the Energy Supply Strategic Planning Problem by Extended Group Multirole Assignment. | Xiaofeng Liu, Haibin Zhu, Dongning Liu |
| 2024 | EMNLP | Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models. | Xu Han, Linghao Jin, Xuezhe Ma, Xiaofeng Liu |
| 2024 | Interspeech | Contrastive Learning Approach for Assessment of Phonological Precision in Patients with Tongue Cancer Using MRI Data. | Toms Arias-Vergara, Paula Andrea Prez-Toro, Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Maria Schuster, Elmar Nth, Jonghye Woo, Andreas K. Maier |
| 2024 | ICSE | DEMISTIFY: Identifying On-device Machine Learning Models Stealing and Reuse Vulnerabilities in Mobile Apps. | Pengcheng Ren, Chaoshun Zuo, Xiaofeng Liu, Wenrui Diao, Qingchuan Zhao, Shanqing Guo |
| 2024 | MICCAI | Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. | Xiaofeng Liu, Fangxu Xing, Zhangxing Bian, Toms Arias-Vergara, Paula Andrea Prez-Toro, Andreas K. Maier, Maureen Stone, Jiachen Zhuo, Jerry L. Prince, Jonghye Woo |
| 2024 | PACLIC | Nuanced Multi-class Detection of Machine-Generated Scientific Text. | Shiyuan Zhang, Yubin Ge, Xiaofeng Liu |
| 2024 | WCNC | Matrix Manifold Precoder Design for Massive MIMO Downlink. | Rui Sun, Chen Wang, An-An Lu, Xiao Fu, Xiaofeng Liu, Yuxuan Zhang, Xiqi Gao, Xiang-Gen Xia |
| 2023 | CVPR | NTIRE 2023 Video Colorization Challenge. | Xiaoyang Kang, Xianhui Lin, Kai Zhang, Zheng Hui, Wangmeng Xiang, Jun-Yan He, Xiaoming Li, Peiran Ren, Xuansong Xie, Radu Timofte, Yixin Yang, Jinshan Pan, Zhong Zheng, Peng Qiyan, Jiangxin Zhang, Jinhui Dong, Jinjing Tan, Chi-Chen Lin, Lin Qipei Li, Qirong Liang, Ruipeng Gang, Xiaofeng Liu, Shuang Feng, Shuai Liu, Hao Wang, Chaoyu Feng, Furui Bai, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Siqi Chen, Yu Zhang, Hanning Xu, Zheyuan Liu, Zhao Zhang, Yan Luo, Zhichao Zuo |
| 2023 | CVPR | RTTLC: Video Colorization with Restored Transformer and Test-time Local Converter. | Jinjing Li, Qirong Liang, Qipei Li, Ruipeng Gang, Ji Fang, Chi-Chen Lin, Shuang Feng, Xiaofeng Liu |
| 2023 | ICIG | Motion-Scenario Decoupling for Rat-Aware Video Position Prediction: Strategy and Benchmark. | Xiaofeng Liu, Jiaxin Gao, Yaohua Liu, Nenggan Zheng, Risheng Liu |
| 2023 | MICCAI | Outlier Robust Disease Classification via Stochastic Confidence Network. | Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo |
| 2023 | MICCAI | Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI. | Xiaofeng Liu, Helen A. Shih, Fangxu Xing, Emiliano Santarnecchi, Georges El Fakhri, Jonghye Woo |
| 2023 | MICCAI | Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer. | Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo |
| 2022 | ICASSP | Cmri2spec: Cine MRI Sequence to Spectrogram Synthesis via A Pairwise Heterogeneous Translator. | Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jerry L. Prince, Jangwon Kim, Georges El Fakhri, Jonghye Woo |
| 2022 | ICSE | Large-scale Security Measurements on the Android Firmware Ecosystem. | Qinsheng Hou, Wenrui Diao, Yanhao Wang, Xiaofeng Liu, Song Liu, Lingyun Ying, Shanqing Guo, Yuanzhi Li, Meining Nie, Haixin Duan |
| 2022 | IWCMC | A Q-learning based adaptive congestion control for V2V communication in VANET. | Xiaofeng Liu, Benjamin St. Amour, Arunita Jaekel |
| 2022 | MICCAI | Tagged-MRI Sequence to Audio Synthesis via Self Residual Attention Guided Heterogeneous Translator. | Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Jiachen Zhuo, Maureen Stone, Georges El Fakhri, Jonghye Woo |
| 2022 | MICCAI | ACT: Semi-supervised Domain-Adaptive Medical Image Segmentation with Asymmetric Co-training. | Xiaofeng Liu, Fangxu Xing, Nadya Shusharina, Ruth Lim, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo |
| 2021 | AAAI | Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models. | Tong Che, Xiaofeng Liu, Site Li, Yubin Ge, Ruixiang Zhang, Caiming Xiong, Yoshua Bengio |
| 2021 | AAAI | Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis. | Xiaofeng Liu, Xiongchang Liu, Bo Hu, Wenxuan Ji, Fangxu Xing, Jun Lu, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo |
| 2021 | ACL | BACO: A Background Knowledge- and Content-Based Framework for Citing Sentence Generation. | Yubin Ge, Ly Dinh, Xiaofeng Liu, Jinsong Su, Ziyao Lu, Ante Wang, Jana Diesner |
| 2021 | Broadnets | Calculation and Numerical Simulation of Building Integrated Photovoltaic System Based on BIM Technology. | Yinghao Gan, Haoran Cai, Xiaofeng Liu, Yanmin Wang |
| 2021 | Broadnets | Smart Medical and Nursing Platform Based on 5G Technology. | Xiaofeng Liu, Ning Li, Yuchen Liu, Yujia He |
| 2021 | ICASSP | Embedding Semantic Hierarchy in Discrete Optimal Transport for Risk Minimization. | Yubin Ge, Site Li, Xuyang Li, Fangfang Fan, Wanqing Xie, Jane You, Xiaofeng Liu |
| 2021 | ICCV | Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate. | Xiaofeng Liu, Zhenhua Guo, Site Li, Fangxu Xing, Jane You, C.-C. Jay Kuo, Georges El Fakhri, Jonghye Woo |
| 2021 | ICCV | Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation. | Xiaofeng Liu, Site Li, Yubin Ge, Pengyi Ye, Jane You, Jun Lu |
| 2021 | IJCAI | Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference. | Xiaofeng Liu, Bo Hu, Linghao Jin, Xu Han, Fangxu Xing, Jinsong Ouyang, Jun Lu, Georges El Fakhri, Jonghye Woo |
| 2021 | IROS | PNS: Population-Guided Novelty Search for Reinforcement Learning in Hard Exploration Environments. | Qihao Liu, Yujia Wang, Xiaofeng Liu |
| 2021 | MICCAI | Generative Self-training for Cross-Domain Unsupervised Tagged-to-Cine MRI Synthesis. | Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Timothy G. Reese, Jerry L. Prince, Georges El Fakhri, Jonghye Woo |
| 2021 | MICCAI | Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation. | Xiaofeng Liu, Fangxu Xing, Chao Yang, Georges El Fakhri, Jonghye Woo |
| 2020 | AAAI | Importance-Aware Semantic Segmentation in Self-Driving with Discrete Wasserstein Training. | Xiaofeng Liu, Yuzhuo Han, Song Bai, Yi Ge, Tianxing Wang, Xu Han, Site Li, Jane You, Jun Lu |
| 2020 | CVPR | Severity-Aware Semantic Segmentation With Reinforced Wasserstein Training. | Xiaofeng Liu, Wenxuan Ji, Jane You, Georges El Fakhri, Jonghye Woo |
| 2020 | CVPR | Wasserstein Loss based Deep Object Detection. | Yuzhuo Han, Xiaofeng Liu, Zhenfei Sheng, Yutao Ren, Xu Han, Jane You, Risheng Liu, Zhongxuan Luo |
| 2020 | CVPR | Image2Audio: Facilitating Semi-supervised Audio Emotion Recognition with Facial Expression Image. | Gewen He, Xiaofeng Liu, Fangfang Fan, Jane You |
| 2020 | CVPR | Classification-aware Semi-supervised Domain Adaptation. | Gewen He, Xiaofeng Liu, Fangfang Fan, Jane You |
| 2020 | ECCV | AUTO3D: Novel View Synthesis Through Unsupervisely Learned Variational Viewpoint and Global 3D Representation. | Xiaofeng Liu, Tong Che, Yiqun Lu, Chao Yang, Site Li, Jane You |
| 2020 | ICASSP | Rnn-Transducer with Stateless Prediction Network. | Mohammadreza Ghodsi, Xiaofeng Liu, James Apfel, Rodrigo Cabrera, Eugene Weinstein |
| 2020 | ICASSP | Sparse CSP Algorithm via Joint Spatio-Temporal Filtering. | Aimin Jiang, Jing Shang, Weigao Cheng, Xiaofeng Liu, Hon Keung Kwan, Yanping Zhu |
| 2020 | ICASSP | High-Accuracy Classification of Attention Deficit Hyperactivity Disorder with L2, 1-Norm Linear Discriminant Analysis. | Yibin Tang, Xufei Li, Ying Chen, Yuan Zhong, Aimin Jiang, Xiaofeng Liu |
| 2020 | ICPR | Energy-constrained Self-training for Unsupervised Domain Adaptation. | Xiaofeng Liu, Bo Hu, Xiongchang Liu, Jun Lu, Jane You, Lingsheng Kong |
| 2020 | ICPR | Identity-aware Facial Expression Recognition in Compressed Video. | Xiaofeng Liu, Linghao Jin, Xu Han, Jun Lu, Jane You, Lingsheng Kong |
| 2019 | CIKM | Learning Chinese Word Embeddings from Stroke, Structure and Pinyin of Characters. | Yun Zhang, Yongguo Liu, Jiajing Zhu, Ziqiang Zheng, Xiaofeng Liu, Weiguang Wang, Zijie Chen, Shuangqing Zhai |
| 2019 | CVPR | Feature-Level Frankenstein: Eliminating Variations for Discriminative Recognition. | Xiaofeng Liu, Site Li, Lingsheng Kong, Wanqing Xie, Ping Jia, Jane You, B. V. K. Vijaya Kumar |
| 2019 | DCOSS | Traffic Density Based Distributed Congestion Control Strategy for Vehicular Communication. | Oluwaseyi Akinlade, Ikjot Saini, Xiaofeng Liu, Arunita Jaekel |
| 2019 | ICCV | Permutation-Invariant Feature Restructuring for Correlation-Aware Image Set-Based Recognition. | Xiaofeng Liu, Zhenhua Guo, Site Li, Ping Jia, Lingsheng Kong, Jane You, B. V. K. Vijaya Kumar |
| 2019 | ICCV | Conservative Wasserstein Training for Pose Estimation. | Xiaofeng Liu, Yang Zou, Tong Che, Ping Jia, Peng Ding, Jane You, B. V. K. Vijaya Kumar |
| 2019 | ICCV | Confidence Regularized Self-Training. | Yang Zou, Zhiding Yu, Xiaofeng Liu, B. V. K. Vijaya Kumar, Jinsong Wang |
| 2018 | ECCV | Dependency-Aware Attention Control for Unconstrained Face Recognition with Image Sets. | Xiaofeng Liu, B. V. K. Vijaya Kumar, Chao Yang, Qingming Tang, Jane You |
| 2018 | ECCV | Ordinal Regression with Neuron Stick-Breaking for Medical Diagnosis. | Xiaofeng Liu, Yang Zou, Yuhang Song, Chao Yang, Jane You, B. V. K. Vijaya Kumar |
| 2018 | ECCV | Contextual-Based Image Inpainting: Infer, Match, and Translate. | Yuhang Song, Chao Yang, Zhe Lin, Xiaofeng Liu, Qin Huang, Hao Li, C.-C. Jay Kuo |
| 2018 | ICPR | A joint optimization framework of low-dimensional projection and collaborative representation for discriminative classification. | Xiaofeng Liu, Zhaofeng Li, Lingsheng Kong, Zhihui Diao, Junliang Yan, Yang Zou, Chao Yang, Ping Jia, Jane You |
| 2018 | ICPR | Data Augmentation via Latent Space Interpolation for Image Classification. | Xiaofeng Liu, Yang Zou, Lingsheng Kong, Zhihui Diao, Junliang Yan, Jun Wang, Site Li, Ping Jia, Jane You |
| 2018 | MSWIM | An Adaptive Power Level Control Algorithm for DSRC Congestion Control. | Maan Joseph, Xiaofeng Liu, Arunita Jaekel |
| 2017 | CVPR | Adaptive Deep Metric Learning for Identity-Aware Facial Expression Recognition. | Xiaofeng Liu, B. V. K. Vijaya Kumar, Jane You, Ping Jia |
| 2017 | ICASSP | Large-scale audio event discovery in one million YouTube videos. | Aren Jansen, Jort F. Gemmeke, Daniel P. W. Ellis, Xiaofeng Liu, Wade Lawrence, Dylan Freedman |
| 2017 | ICASSP | EEG channel optimization via sparse common spatial filter. | Quan Zhou, Aimin Jiang, Xiaofeng Liu |
| 2017 | ISCAS | A 0.6V 50-to-145MHz PVT tolerant digital PLL with DCO-dedicated ΔΣ LDO and temperature compensation circuits in 65nm CMOS. | Yudong Zhang, Xiaofeng Liu, Woogeun Rhee, Hanjun Jiang, Zhihua Wang |
| 2016 | HSI | An interactive training system of motor learning by imitation and speech instructions for children with autism. | Xiaofeng Liu, Xu Zhou, Ce Liu, Jianmin Wang, Xiaoqin Zhou, Ning Xu, Aimin Jiang |
| 2016 | ISCAS | IIR digital filter design by partial second-order factorization and iterative WLS approach. | Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Ning Xu, Xiaofeng Liu |
| 2016 | Mobisys | Poster: Interactive Platform for Urban Bird Studies Using Participatory Sensing. | Jianming Wang, Xiaofeng Liu, Ruihua Lu, Chengfei Wang, Chengcheng Wang |
| 2016 | Mobisys | Poster: A Bicycle-borne Sensor Network for Monitoring Urban Air Quality. | Chaosheng Xiang, Xiaofeng Liu, Aimin Jiang, Bin Yan, Jing Xia |
| 2015 | ISCAS | IIR filter design with novel stability condition. | Aimin Jiang, Hon Keung Kwan, Xiaofeng Liu, Ning Xu, Yibin Tang, Yanping Zhu |
| 2015 | VTC | A Cooperative Resource Allocation Scheme Based on Self-Organized Network in Ultra-Dense Small Cell Deployment. | Lei Cheng, Yuehong Gao, Yuancao Li, Dacheng Yang, Xiaofeng Liu |
| 2015 | UIC | Collaborative Bicycle Sensing for Air Pollution on Roadway. | Xiaofeng Liu, Chaosheng Xiang, Bin Li, Aimin Jiang |
| 2014 | VTC | Performance Evaluation of a Resource Allocation Scheme for Mixed Traffic in Dynamic-TDD Network. | Yuancao Li, Zhesheng Lin, Huan Liu, Yuehong Gao, Xin Zhang, Xiaofeng Liu |
| 2013 | MICCAI | Deformable Atlas for Multi-structure Segmentation. | Xiaofeng Liu, Albert Montillo, Ek T. Tan, John F. Schenck, Paulo R. S. Mendona |
| 2013 | MICCAI | Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. | Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo |
| 2013 | NPC | An Efficient Crosstalk-Free Routing Algorithm Based on Permutation Decomposition for Optical Multi-log2 N Switching Networks. | Xiaofeng Liu, Youjian Zhao, Yajuan Wu |
| 2012 | ICASSP | Minimax design of sparse FIR digital filters. | Aimin Jiang, Hon Keung Kwan, Yanping Zhu, Xiaofeng Liu |
| 2012 | MICCAI | Motion-Based Segmentation for Cardiomyocyte Characterization. | Xiaofeng Liu, Dirk Ryan Padfield |
| 2012 | VTC | A Novel Multi-Beam Lens Antenna for High Altitude Platform Communications. | Run-nan Cai, Ming-Chuan Yang, Xingqi Zhang, Ming Li, Xiaofeng Liu |
| 2012 | VTC | Study on the Uplink Sum Capacity of Single Cell Cellular Systems with Minimum SINR Constraint. | Qiuping Huang, Xiaofeng Liu, Hongwen Yang |
| 2011 | PIMRC | Reverse link sum rate for multi-cell multi-user cellular systems with successive interference cancelation. | Qiuping Huang, Xiaofeng Liu, Hongwen Yang |
| 2010 | ICPADS | A Qualitative Analysis of Uncertainty and Correlation Computing for the Business Processes of Enterprise Interoperability. | Xiaofeng Liu, Xiaofei Xu, Shengchun Deng |
| 2009 | MICCAI | Incompressible Cardiac Motion Estimation of the Left Ventricle Using Tagged MR Images. | Xiaofeng Liu, Khaled Z. Abd-Elmoniem, Jerry L. Prince |
| 2008 | MICCAI | Prostate Brachytherapy Seed Localization with Gaussian Blurring and Camera Self-calibration. | Junghoon Lee, Xiaofeng Liu, Jerry L. Prince, Gabor Fichtinger |
| 2007 | MICCAI | Prostate Implant Reconstruction with Discrete Tomography. | Xiaofeng Liu, Ameet K. Jain, Gabor Fichtinger |
| 2007 | SNPD | Processing Global Nearest Neighbor Query. | Xiaofeng Liu, Chuanbo Chen, Yunsheng Liu |
| 2006 | ATC | A Time-Cognizant Dynamic Crash Recovery Scheme Suitable for Distributed Real-Time Main Memory Databases. | Yingyuan Xiao, Yunsheng Liu, Xiangyang Chen, Xiaofeng Liu |
| 2005 | ISPA | Secure Real-Time Transaction Processing with Timeliness Guarantees in Mobile Distributed Real-Time Database Systems. | Yingyuan Xiao, Yunsheng Liu, GuoQiong Liao, Xiaofeng Liu |