| 2026 | AAAI | Zero-shot Implicit Neural Manifold Representation (INMR) for Ultra-high Temporal Resolution Dynamic MRI. | Jie Feng, Rui Luo, Tian Zeng, Xin Shen, Haikun Qi, Yuyao Zhang, Dong Liang, Hongjiang Wei |
| 2026 | AAAI | MultiMedBench: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA. | Shengtao Wen, Haodong Chen, Yadong Wang, Zhongying Pan, Xiang Chen, Yu Tian, Bo Qian, Dong Liang, Sheng-Jun Huang |
| 2026 | ICPR | Interactive Gadolinium-Free MRI Synthesis: A Transformer with Localization Prompts. | Linhao Li, Changhui Su, Yu Guo, Huimao Zhang, Dong Liang, Kun Shang |
| 2026 | KDD | Meta Lattice: Model Space Redesign for Cost-Effective Industry-Scale Ads Recommendations. | Liang Luo, Yuxin Chen, Zhengyu Zhang, Mengyue Hang, Andrew Gu, Buyun Zhang, Boyang Liu, Chen Chen, Fan Yang, Feifan Gu, Huayu Li, Jade Nie, Jiayi Xu, Jiyan Yang, Jongsoo Park, Laming Chen, Longhao Jin, Qin Huang, Shali Jiang, Shiwen Shen, Shuaiwen Wang, Siyang Yuan, Tongyi Tang, Weilin Zhang, Xi Liu, Xiaohan Wei, Yuchen Hao, Xiaozhen Xia, Yasmine Badr, Zeliang Chen, Chengze Fan, Dong Liang, Qianru Li, Sihan Zeng, Wenjun Wang, Yunlong He, Yinbin Ma, Maxim Naumov, Yantao Yao, Wenlin Chen, Ellie Dingqiao Wen |
| 2026 | SIGIR | SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling. | Zikun Liu, Liang Luo, Qianru Li, Zhengyu Zhang, Wei Ling, Jingyi Shen, Zeliang Chen, Yaning Huang, Jingxian Huang, Abdallah Aboelela, Chonglin Sun, Feifan Gu, Fenggang Wu, Hang Qu, Huayu Li, Jill Pan, Kaidi Pei, Laming Chen, Longhao Jin, Qin Huang, Tongyi Tang, Varna Puvvada, Wenlin Chen, Xiaohan Wei, Xu Cao, Yantao Yao, Yuan Jin, Yunchen Pu, Yuxin Chen, Zijian Shen, Zhengkai Zhang, Dong Liang, Ellie Wen |
| 2026 | SIGIR | Cross-Stage Signal Propagation for Negative Filtering in Multi-Stage Ad Delivery. | Min Zhang, Ganlin Song, Dong Liang, Lizhang Qin, Chao Ma |
| 2025 | AAAI | StructSR: Refuse Spurious Details in Real-World Image Super-Resolution. | Yachao Li, Dong Liang, Tianyu Ding, Sheng-Jun Huang |
| 2025 | CVPR | VODiff: Controlling Object Visibility Order in Text-to-Image Generation. | Dong Liang, Jinyuan Jia, Yuhao Liu, Zhanghan Ke, Hongbo Fu, Rynson W. H. Lau |
| 2025 | CVPR | Finding Local Diffusion Schrodinger Bridge using Kolmogorov-Arnold Network. | Xingyu Qiu, Mengying Yang, Xinghua Ma, Fanding Li, Dong Liang, Gongning Luo, Wei Wang, Kuanquan Wang, Shuo Li |
| 2025 | ICASSP | CLIPGaze: Zero-Shot Goal-Directed Scanpath Prediction Using CLIP. | Yantao Lai, Rong Quan, Dong Liang, Jie Qin |
| 2025 | ICCV | InterGSEdit: Interactive 3D Gaussian Splatting Editing with 3D Geometry-Consistent Attention Prior. | Minghao Wen, Shengjie Wu, Kangkan Wang, Dong Liang |
| 2025 | ICIG | Leveraging a Dual-Learning Methodology Based on Degradation Modeling and Fractional Fourier Image Transformer for Light Field Image Super-Resolution. | Haiyang Liu, Jian Ma, Sheng Chen, Dong Liang, Linsheng Huang, Rui Xu |
| 2025 | IJCAI | LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data. | Chuanxing Geng, Qifei Li, Xinrui Wang, Dong Liang, Songcan Chen, Pong C. Yuen |
| 2025 | IJCNN | Cross-Modal Integrative Feature Network for Sketch-based 3D Shape Retrieval. | Xiaoheng Li, Feng Tian, Jinyuan Jia, Peng Ren, Yunfeng Bai, Dong Liang, Zhongyuan Wang |
| 2025 | ISCAS | Blind Quality Assessment of Light Field Images via Fourier Channel Attention and Multi-Scale Fusion. | Chengwei Wang, Jian Ma, Junbo Wang, Dong Liang, Linsheng Huang, Qi Zheng, Hao Sheng |
| 2025 | MICCAI | Structure and Smoothness Constrained Dual Networks for MR Bias Field Correction. | Dong Liang, Xingyu Qiu, Yuzhen Li, Wei Wang, Kuanquan Wang, Suyu Dong, Gongning Luo |
| 2025 | MICCAI | STMDiff: Spatiotemporal Matching Diffusion Model for Dual-Time-Point Total-Body PET/CT Imaging via Contrastive Learning. | Wenbo Li, Zhenxing Huang, Lianghua Li, Chunyan Yang, Yihan Wang, Wenjian Qin, Na Zhang, Hairong Zheng, Dong Liang, Jianjun Liu, Zhanli Hu |
| 2025 | MICCAI | Towards Globally Predictable k-Space Interpolation: A White-Box Transformer Approach. | Chen Luo, Qiyu Jin, Taofeng Xie, Xuemei Wang, Huayu Wang, Congcong Liu, Liming Tang, Guoqing Chen, Zhuo-Xu Cui, Dong Liang |
| 2025 | MICCAI | MedDual: A Practical Dual-Decoding Framework for Mitigating Hallucinations in Medical Vision-Language Models. | Zhe Zhang, Daisong Gan, Zhaochi Wen, Dong Liang |
| 2025 | VTC | Gramian Angular Field-Based Power Line Communication Sensing for Railway Cable Aging Detection. | Dong Liang, YiHua Zhang, TengZhuo Zhao, YuYang He, Andrea M. Tonello |
| 2025 | SIGIR | Negative Exclusion Filtering: Optimizing Ad Delivery Efficiency for Large-Scale Social Media Platforms. | Min Zhang, Ganlin Song, Fang Zhou, Dong Liang, Jianwei Xiao, Shengyu Huang, Lizhang Qin, Xi Yan, Rong Shi, Xiyuan Chen, Jing Xu, Zhaojun Zhang, Ye Wang, Gautam Srinivasan, Yang Wang, Qianru Li, Mahesh Masale, Zhengyu Zhang, Zeliang Chen, Ellie Wen, Puneet Sharma |
| 2024 | AAAI | G2L-CariGAN: Caricature Generation from Global Structure to Local Features. | Xin Huang, Yunfeng Bai, Dong Liang, Feng Tian, Jinyuan Jia |
| 2024 | CVPR | Transfer CLIP for Generalizable Image Denoising. | Jun Cheng, Dong Liang, Shan Tan |
| 2024 | ECCV | Pathformer3D: A 3D Scanpath Transformer for $360^{\circ }$ Images. | Rong Quan, Yantao Lai, Mengyu Qiu, Dong Liang |
| 2024 | IROS | Coalition Formation Game Approach for Task Allocation in Heterogeneous Multi-Robot Systems under Resource Constraints. | Liwang Zhang, Dong Liang, Minglong Li, Wenjing Yang, Shaowu Yang |
| 2024 | MICCAI | k-t Self-consistency Diffusion: A Physics-Informed Model for Dynamic MR Imaging. | Ye Liu, Zhuo-Xu Cui, Kaicong Sun, Ting Zhao, Jing Cheng, Yuliang Zhu, Dinggang Shen, Dong Liang |
| 2024 | MICCAI | Generalized Robust Fundus Photography-Based Vision Loss Estimation for High Myopia. | Zipei Yan, Zhile Liang, Zhengji Liu, Shuai Wang, Rachel Ka Man Chun, Jizhou Li, Chea-su Kee, Dong Liang |
| 2024 | MICCAI | SRE-CNN: A Spatiotemporal Rotation-Equivariant CNN for Cardiac Cine MR Imaging. | Yuliang Zhu, Jing Cheng, Zhuo-Xu Cui, Jianfeng Ren, Chengbo Wang, Dong Liang |
| 2024 | NPC | SpecInF: Exploiting Idle GPU Resources in Distributed DL Training via Speculative Inference Filling. | Cunchi Lv, Xiao Shi, Dong Liang, Wenting Tan, Xiaofang Zhao |
| 2024 | WWW | Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta. | Wei Zhang, Dai Li, Chen Liang, Fang Zhou, Zhongke Zhang, Xuewei Wang, Ru Li, Yi Zhou, Yaning Huang, Dong Liang, Kai Wang, Zhangyuan Wang, Zhengxing Chen, Fenggang Wu, Minghai Chen, Huayu Li, Yunnan Wu, Zhan Shu, Mindi Yuan, Sri Reddy |
| 2023 | ICASSP | MSFORMER: Multi-Scale Transformer with Neighborhood Consensus for Feature Matching. | Dongyue Li, Yaping Yan, Dong Liang, Songlin Du |
| 2023 | ICASSP | Spammer Detection on Short Video Applications: A new Challenge and Baselines. | Muyang Yi, Dong Liang, Rui Wang, Yue Ding, Hongtao Lu |
| 2023 | ICCV | Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery. | Yuyan Zhou, Dong Liang, Songcan Chen, Sheng-Jun Huang, Shuo Yang, Chongyi Li |
| 2023 | ICALT | Construction of Electric Circuits Course Knowledge Graph. | Nan Wang, Dong Liang, Ruolin Dou |
| 2023 | ICIG | Learning a Deep Fourier Attention Generative Adversarial Network for Light Field Image Super-Resolution. | Zhipeng Li, Jian Ma, Dong Liang, Guoming Xu, Xiaoyin Zhang, Junbo Wang |
| 2023 | ICIP | Dynamic Dual-Graph Fusion Convolutional Network for Alzheimer's Disease Diagnosis. | Fanshi Li, Zhihui Wang, Yifan Guo, Congcong Liu, Yanjie Zhu, Yihang Zhou, Jun Li, Dong Liang, Haifeng Wang |
| 2023 | IJCAI | ALL-E: Aesthetics-guided Low-light Image Enhancement. | Ling Li, Dong Liang, Yuanhang Gao, Sheng-Jun Huang, Songcan Chen |
| 2023 | ISMAR | Visual ScanPath Transformer: Guiding Computers to See the World. | Mengyu Qiu, Quan Rong, Dong Liang, Huawei Tu |
| 2023 | MICCAI | VF-HM: Vision Loss Estimation Using Fundus Photograph for High Myopia. | Zipei Yan, Dong Liang, Linchuan Xu, Jiahang Li, Zhengji Liu, Shuai Wang, Jiannong Cao, Chea-su Kee |
| 2023 | SMC | Visual Tracking Based on Efficient Dual-Branch Siamese Network. | Wenjun Zhou, Nan Wang, Dong Liang, Bo Peng |
| 2022 | AAAI | Semantically Contrastive Learning for Low-Light Image Enhancement. | Dong Liang, Ling Li, Mingqiang Wei, Shuo Yang, Liyan Zhang, Wenhan Yang, Yun Du, Huiyu Zhou |
| 2022 | AAAI | 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 |
| 2022 | CBMS | Online reconstruction of fast dynamic MR imaging using deep low-rank plus sparse network. | Che Wang, Sen Jia, Zhonghong Yan, Yijia Zheng, Shaonan Liu, Haifeng Wang, Dong Liang, Yanjie Zhu |
| 2022 | ICASSP | MBA-RainGAN: A Multi-Branch Attention Generative Adversarial Network for Mixture of Rain Removal. | Yiyang Shen, Yidan Feng, Weiming Wang, Dong Liang, Jing Qin, Haoran Xie, Mingqiang Wei |
| 2022 | MICCAI | Position-Prior Clustering-Based Self-attention Module for Knee Cartilage Segmentation. | Dong Liang, Jun Liu, Kuanquan Wang, Gongning Luo, Wei Wang, Shuo Li |
| 2022 | NPC | TrainFlow: A Lightweight, Programmable ML Training Framework via Serverless Paradigm. | Wenting Tan, Xiao Shi, Zhengyu Lei, Dong Liang, Cunchi Lv, Xiaohong Wang, Xiaofang Zhao |
| 2022 | PRICAI | More Than Accuracy: An Empirical Study of Consistency Between Performance and Interpretability. | Yun Du, Dong Liang, Rong Quan, Songlin Du, Yaping Yan |
| 2021 | AAAI | Is Each Layer Non-trivial in CNN? (Student Abstract). | Wei Wang, Yanjie Zhu, Zhuoxu Cui, Dong Liang |
| 2021 | ICASSP | Robust Spatial-Temporal Correlation Model for Background Initialization in Severe Scene. | Yuheng Deng, Wenjun Zhou, Bo Peng, Dong Liang, Shun'ichi Kaneko |
| 2021 | ICASSP | Nlkd: Using Coarse Annotations For Semantic Segmentation Based on Knowledge Distillation. | Dong Liang, Yun Du, Han Sun, Liyan Zhang, Ningzhong Liu, Mingqiang Wei |
| 2021 | ICASSP | Cross Scene Video Foreground Segmentation Via Co-Occurrence Probability Oriented Supervised and Unsupervised Model Interaction. | Dong Liang, Bin Kang, Xinyu Liu, Han Sun, Liyan Zhang, Ningzhong Liu |
| 2021 | MICCAI | Using Spatio-Temporal Correlation Based Hybrid Plug-and-Play Priors (SEABUS) for Accelerated Dynamic Cardiac Cine MRI. | Qingyong Zhu, Dong Liang |
| 2020 | ICPR | Coarse-to-fine Foreground Segmentation based on Co-occurrence Pixel-Block and Spatio-Temporal Attention Model. | Dong Liang, Xinyu Liu |
| 2020 | TrustCom | Dynamic flow redirecton scheme for enhancing control plane robustness in SDN. | Dong Liang, Qinrang Liu, Yanbin Hu, Tao Hu, Binghao Yan, Haiming Zhao |
| 2019 | AAAI | PCGAN: Partition-Controlled Human Image Generation. | Dong Liang, Rui Wang, Xiaowei Tian, Cong Zou |
| 2019 | ICASSP | Score-specific Non-maximum Suppression and Coexistence Prior for Multi-scale Face Detection. | Tianpeng Wu, Dong Liang, Jiaxing Pan, Han Sun, Bin Kang, Shun'ichi Kaneko, Huiyu Zhou |
| 2019 | ICIP | A Dual-Attention Dilated Residual Network for Liver Lesion Classification and Localization on CT Images. | Xiao Chen, Jian Wu, Lanfen Lin, Dong Liang, Hongjie Hu, Qiaowei Zhang, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong |
| 2019 | ICIP | Multi-Stream Scale-Insensitive Convolutional and Recurrent Neural Networks for Liver Tumor Detection in Dynamic Ct Images. | Dong Liang, Ruofeng Tong, Jian Wu, Lanfen Lin, Xiao Chen, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen |
| 2019 | ICIP | Context-Anchors for Hybrid Resolution Face Detection. | Tianpeng Wu, Dong Liang, Jiaxing Pan, Shun'ichi Kaneko |
| 2019 | ICMLA | Leveraging Elastic Demand for Forecasting. | Houtao Deng, Ganesh Krishnan, Ji Chen, Dong Liang |
| 2019 | IGARSS | Rice Lodging Area Extraction Based on YCbCr Spatial and Texture Features. | Yang Ding, Xin Zhao, Dongyan Zhang, Dong Liang, Zhicun Wang, Shangjing Xi, Shizhou Du |
| 2019 | ISKE | A Decision Making Model Base on the Comparative Advantage Relation between Three Parameter Interval Numbers in Railway Location Selection. | Dong Liang, Yuanfu Li |
| 2019 | ISM | Computable Framework For Live Sport Broadcast Directing. | Danqing Yang, Longfei Zhang, Yufeng Wu, Shugang Li, Dong Liang, Gangyi Ding |
| 2019 | MICCAI | Model Learning: Primal Dual Networks for Fast MR Imaging. | Jing Cheng, Haifeng Wang, Leslie Ying, Dong Liang |
| 2018 | EMNLP | Convolutional Interaction Network for Natural Language Inference. | Jingjing Gong, Xipeng Qiu, Xinchi Chen, Dong Liang, Xuanjing Huang |
| 2018 | ICPR | A Co-occurrence Background Model with Hypothesis on Degradation Modification for Object Detection in Strong Background Changes. | Wenjun Zhou, Shun'ichi Kaneko, Manabu Hashimoto, Yutaka Satoh, Dong Liang |
| 2018 | MICCAI | Combining Convolutional and Recurrent Neural Networks for Classification of Focal Liver Lesions in Multi-phase CT Images. | Dong Liang, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen |
| 2018 | PRICAI | Residual Convolutional Neural Networks with Global and Local Pathways for Classification of Focal Liver Lesions. | Dong Liang, Lanfen Lin, Hongjie Hu, Qiaowei Zhang, Qingqing Chen, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen |
| 2017 | ICCV | Tensor RPCA by Bayesian CP Factorization with Complex Noise. | Qiong Luo, Zhi Han, Xiai Chen, Yao Wang, Deyu Meng, Dong Liang, Yandong Tang |
| 2017 | ICIG | Multi-kernel Hashing with Semantic Correlation Maximization for Cross-Modal Retrieval. | Guangfei Yang, Huanghui Miao, Jun Tang, Dong Liang, Nian Wang |
| 2017 | ICIP | Robust visual tracking via multi-view discriminant based sparse representation. | Bin Kang, Dong Liang, Suofei Zhang |
| 2017 | ICIP | Adaptive local spatial modeling for online change detection under abrupt dynamic background. | Dong Liang, Shun'ichi Kaneko, Han Sun, Bin Kang |
| 2016 | ICDM | A Novel Pre-Classification Based kNN Algorithm. | Huahua Xie, Dong Liang, Zhaojing Zhang, Hao Jin, Chen Lu, Yi Lin |
| 2016 | ICNC | Simple effective Zhang-dynamics stabilization control of the 4th-order hyper-chaotic Lu system with one input. | Yunong Zhang, Tianjian Qiao, Deyang Zhang, Hongzhou Tan, Dong Liang |
| 2016 | IGARSS | Multi-perspective terrestrial LiDAR point cloud registration using planar primitives. | Hongping Wang, Xiuguo Liu, Xiaohui Yuan, Dong Liang |
| 2015 | ICDM | Principal Component Analysis and Clustering Based Indoor Localizaion. | Dong Liang, Jingkang Yang, Rui Xuan, Zhaojing Zhang, Zhifang Yang, Kexin Shi |
| 2015 | ICDM | Profit Maximization Analysis Based on Data Mining and the Exponential Retention Model Assumption with Respect to Customer Churn Problems. | Zhaojing Zhang, Regina Wang, Weihong Zheng, Shizhan Lan, Dong Liang, Hao Jin |
| 2015 | PIMRC | Indoor localization algorithm based on iterative grid clustering and AP scoring. | Dong Liang, Zhaojing Zhang, Anni Piao, Shanghong Zhang |
| 2013 | AVSS | Co-occurrence-based adaptive background model for robust object detection. | Dong Liang, Shun'ichi Kaneko, Manabu Hashimoto, Kenji Iwata, Xinyue Zhao, Yutaka Satoh |
| 2013 | ICASSP | An efficient augmented Lagrangian algorithm for graph regularized sparse coding in clustering. | Qiegen Liu, Leslie Ying, Dong Liang |
| 2013 | ICCV | SGTD: Structure Gradient and Texture Decorrelating Regularization for Image Decomposition. | Qiegen Liu, Jianbo Liu, Pei Dong, Dong Liang |
| 2013 | ICIP | Adaptive image decomposition via dictionary learning with stuctural incoherence. | Qiegen Liu, Jianbo Liu, Dong Liang |
| 2012 | LCN | Characterization and modeling in large-scale urban DTNs. | Chunhe Xia, Dong Liang, Haiquan Wang, Min Luo, Weifeng Lv |
| 2012 | SAC | TL-Tree: flash-optimized storage for time-series sensing data on sensor platforms. | Huan Li, Dong Liang, Lihui Xie, Gong Zhang, Krithi Ramamritham |
| 2010 | GLOBECOM | Polarization Filtering Based Interference Suppressions for Cooperative Radar Sensor Network. | Bin Cao, Qinyu Zhang, Yan-Qun Zhang, Shou-Ming Wen, Dong Liang |
| 2010 | ICSEA | A New General Approach to Model Event Handling. | Dong Liang, Bernd Steinbach |
| 2010 | IWCMC | Subspace-based blind adaptive detector for synchronous CDMA systems. | Bin Cao, Qinyu Zhang, Shou-Ming Wen, Dong Liang, Sheng Wang |
| 2009 | PIMRC | A frequency reuse partitioning scheme with successive interference cancellation for OFDMA uplink transmission. | Dong Liang, Song Zhu, Wenxin Liu, Wenbo Wang |
| 2009 | VTC | A Novel Semi-Dynamic Inter-Cell Interference Coordination Scheme Based on User Grouping. | Li Li, Dong Liang, Wenbo Wang |
| 2007 | CEC | Immunity diversity based multi-agent intrusion detection. | Yu Gu, Jiashu Zhao, Dong Liang, Zongben Xu |
| 2007 | CIS | Spectral Correspondence Using Local Similarity Analysis. | Jun Tang, Dong Liang, Nian Wang, Zhao-Hong Jia |
| 2007 | ISNN | Spectral Correspondence Using the TPS Deformation Model. | Jun Tang, Nian Wang, Dong Liang, Yi-Zheng Fan, Zhao-Hong Jia |