| 2026 | AAAI | Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning. | Lingfeng He, De Cheng, Di Xu, Huaijie Wang, Nannan Wang |
| 2026 | AAAI | Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution. | Xiao He, Zhijun Tu, Kun Cheng, Mingrui Zhu, Jie Hu, Nannan Wang, Xinbo Gao |
| 2026 | AAAI | Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal. | Jingwei Xin, Kai Guo, Jie Li, Nannan Wang |
| 2025 | AAAI | QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception. | Fei Gao, Ying Zhou, Ziyun Li, Wenwang Han, Jiaqi Shi, Maoying Qiao, Jinlan Xu, Nannan Wang |
| 2025 | AAAI | Effective Diffusion Transformer Architecture for Image Super-Resolution. | Kun Cheng, Lei Yu, Zhijun Tu, Xiao He, Liyu Chen, Yong Guo, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu |
| 2025 | AAAI | Asymmetric Reinforcing Against Multi-Modal Representation Bias. | Xiyuan Gao, Bing Cao, Pengfei Zhu, Nannan Wang, Qinghua Hu |
| 2025 | AAAI | Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations. | Decheng Liu, Zongqi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao |
| 2025 | AAAI | Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning. | Yue Lu, Shizhou Zhang, De Cheng, Guoqiang Liang, Yinghui Xing, Nannan Wang, Yanning Zhang |
| 2025 | AAAI | Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model. | Jiahua Xu, Dawei Zhou, Lei Hu, Jianfeng Guo, Feng Yang, Zaiyi Liu, Nannan Wang, Xinbo Gao |
| 2025 | AAAI | Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement. | Nuoyan Zhou, Dawei Zhou, Decheng Liu, Nannan Wang, Xinbo Gao |
| 2025 | AAAI | Optimizing Label Assignment for Weakly Supervised Person Search. | Haiyang Zhu, Xi Yang, Nannan Wang |
| 2025 | CVPR | Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation. | Songsong Duan, Xi Yang, Nannan Wang |
| 2025 | CVPR | DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework. | Yalong Xu, Lin Zhao, Chen Gong, Guangyu Li, Di Wang, Nannan Wang |
| 2025 | CVPR | Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization. | Zhipeng Xu, De Cheng, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao |
| 2025 | CVPR | ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning. | Quanxing Zha, Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Xing Xu, Nannan Wang |
| 2025 | ICCV | 풟ℐℋ-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation. | Songsong Duan, Xi Yang, Nannan Wang |
| 2025 | ICCV | Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection. | Jiachen Sun, De Cheng, Xi Yang, Nannan Wang |
| 2025 | ICCV | 3D Test-Time Adaptation via Graph Spectral Driven Point Shift. | Xin Wei, Qin Yang, Yijie Fang, Mingrui Zhu, Nannan Wang |
| 2025 | ICCV | Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization. | Lanning Zhang, Ying Zhou, Fei Gao, Ziyun Li, Maoying Qiao, Jinlan Xu, Nannan Wang |
| 2025 | ICML | Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models. | Liangchen Liu, Nannan Wang, Xi Yang, Xinbo Gao, Tongliang Liu |
| 2025 | ICML | Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts. | Kun Cheng, Xiao He, Lei Yu, Zhijun Tu, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu |
| 2025 | ICML | Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness. | Yibo Xu, Dawei Zhou, Decheng Liu, Nannan Wang |
| 2025 | IJCAI | Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition. | Hangyu Li, Yixin Zhang, Jiangchao Yao, Nannan Wang, Bo Han |
| 2024 | AAAI | SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation. | Xiaoqi An, Lin Zhao, Chen Gong, Nannan Wang, Di Wang, Jian Yang |
| 2024 | AAAI | Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking. | Yan Gao, Haojun Xu, Jie Li, Nannan Wang, Xinbo Gao |
| 2024 | AAAI | Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model. | Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao |
| 2024 | AAAI | Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis. | Xingyilang Yin, Xi Yang, Liangchen Liu, Nannan Wang, Xinbo Gao |
| 2024 | CVPR | Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline. | Yu Chen, Fei Gao, Yanguang Zhang, Maoying Qiao, Nannan Wang |
| 2024 | CVPR | Disentangled Prompt Representation for Domain Generalization. | De Cheng, Zhipeng Xu, Xinyang Jiang, Nannan Wang, Dongsheng Li, Xinbo Gao |
| 2024 | ECCV | Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization. | Xi Yang, Songsong Duan, Nannan Wang, Xinbo Gao |
| 2024 | ICLR | On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection. | Chaohua Shi, Kexin Huang, Lu Gan, Hongqing Liu, Mingrui Zhu, Nannan Wang, Xinbo Gao |
| 2024 | ICLR | Robust Training of Federated Models with Extremely Label Deficiency. | Yonggang Zhang, Zhiqin Yang, Xinmei Tian, Nannan Wang, Tongliang Liu, Bo Han |
| 2024 | ICML | Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning. | Yusong Hu, De Cheng, Dingwen Zhang, Nannan Wang, Tongliang Liu, Xinbo Gao |
| 2024 | IJCAI | Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors. | Shiyin Dong, Mingrui Zhu, Kun Cheng, Nannan Wang, Xinbo Gao |
| 2024 | IJCAI | Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search. | Haichun Tai, De Cheng, Jie Li, Nannan Wang, Xinbo Gao |
| 2024 | ICRA | Human-Robot Interactive Creation of Artistic Portrait Drawings. | Fei Gao, Lingna Dai, Jingjie Zhu, Mei Du, Yiyuan Zhang, Maoying Qiao, Chenghao Xia, Nannan Wang, Peng Li |
| 2024 | SIGIR | UGNCL: Uncertainty-Guided Noisy Correspondence Learning for Efficient Cross-Modal Matching. | Quanxing Zha, Xin Liu, Yiu-ming Cheung, Xing Xu, Nannan Wang, Jianjia Cao |
| 2023 | AAAI | Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding. | De Cheng, Xiaolong Wang, Nannan Wang, Zhen Wang, Xiaoyu Wang, Xinbo Gao |
| 2023 | CVPR | Masked and Adaptive Transformer for Exemplar Based Image Translation. | Chang Jiang, Fei Gao, Biao Ma, Yuhao Lin, Nannan Wang, Gang Xu |
| 2023 | CVPR | Boosting Weakly-Supervised Temporal Action Localization with Text Information. | Guozhang Li, De Cheng, Xinpeng Ding, Nannan Wang, Xiaoyu Wang, Xinbo Gao |
| 2023 | CVPR | NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction. | Yun Yi, Haokui Zhang, Wenze Hu, Nannan Wang, Xiaoyu Wang |
| 2023 | ICCV | Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation. | Fei Gao, Yifan Zhu, Chang Jiang, Nannan Wang |
| 2023 | ICCV | Hiding Visual Information via Obfuscating Adversarial Perturbations. | Zhigang Su, Dawei Zhou, Nannan Wang, Decheng Liu, Zhen Wang, Xinbo Gao |
| 2023 | ICCV | All-to-key Attention for Arbitrary Style Transfer. | Mingrui Zhu, Xiao He, Nannan Wang, Xiaoyu Wang, Xinbo Gao |
| 2023 | ICML | Phase-aware Adversarial Defense for Improving Adversarial Robustness. | Dawei Zhou, Nannan Wang, Heng Yang, Xinbo Gao, Tongliang Liu |
| 2023 | ICML | Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration. | Dawei Zhou, Yukun Chen, Nannan Wang, Decheng Liu, Xinbo Gao, Tongliang Liu |
| 2023 | IJCAI | Semantic-Aware Generation of Multi-View Portrait Drawings. | Biao Ma, Fei Gao, Chang Jiang, Nannan Wang, Gang Xu |
| 2023 | QRS | Toward Understanding Bugs in Swift Programming Language. | Qianyue Wu, Sijie Yu, Ziyuan Wang, Nannan Wang, Yaping Feng |
| 2022 | CVPR | Instance-Dependent Label-Noise Learning with Manifold-Regularized Transition Matrix Estimation. | De Cheng, Tongliang Liu, Yixiong Ning, Nannan Wang, Bo Han, Gang Niu, Xinbo Gao, Masashi Sugiyama |
| 2022 | CVPR | Towards Semi-Supervised Deep Facial Expression Recognition with An Adaptive Confidence Margin. | Hangyu Li, Nannan Wang, Xi Yang, Xiaoyu Wang, Xinbo Gao |
| 2022 | CVPR | Exploring Set Similarity for Dense Self-supervised Representation Learning. | Zhaoqing Wang, Qiang Li, Guoxin Zhang, Pengfei Wan, Wen Zheng, Nannan Wang, Mingming Gong, Tongliang Liu |
| 2022 | ICDM | Detach and Enhance: Learning Disentangled Cross-modal Latent Representation for Efficient Face-Voice Association and Matching. | Zhenning Yu, Xin Liu, Yiu-Ming Cheung, Minghang Zhu, Xing Xu, Nannan Wang, Taihao Li |
| 2022 | ICML | Improving Adversarial Robustness via Mutual Information Estimation. | Dawei Zhou, Nannan Wang, Xinbo Gao, Bo Han, Xiaoyu Wang, Yibing Zhan, Tongliang Liu |
| 2022 | ICML | Modeling Adversarial Noise for Adversarial Training. | Dawei Zhou, Nannan Wang, Bo Han, Tongliang Liu |
| 2022 | IJCAI | Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction. | De Cheng, Yan Li, Dingwen Zhang, Nannan Wang, Xinbo Gao, Jiande Sun |
| 2022 | KDD | Sample-Efficient Kernel Mean Estimator with Marginalized Corrupted Data. | Xiaobo Xia, Shuo Shan, Mingming Gong, Nannan Wang, Fei Gao, Haikun Wei, Tongliang Liu |
| 2022 | SiggraphA | VideoReTalking: Audio-based Lip Synchronization for Talking Head Video Editing In the Wild. | Kun Cheng, Xiaodong Cun, Yong Zhang, Menghan Xia, Fei Yin, Mingrui Zhu, Xuan Wang, Jue Wang, Nannan Wang |
| 2022 | SecureComm | Coreference Resolution for Cybersecurity Entity: Towards Explicit, Comprehensive Cybersecurity Knowledge Graph with Low Redundancy. | Zhengyu Liu, Haochen Su, Nannan Wang, Cheng Huang |
| 2021 | AAAI | Training Binary Neural Network without Batch Normalization for Image Super-Resolution. | Xinrui Jiang, Nannan Wang, Jingwei Xin, Keyu Li, Xi Yang, Xinbo Gao |
| 2021 | CVPR | Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer. | Tianwei Lin, Zhuoqi Ma, Fu Li, Dongliang He, Xin Li, Errui Ding, Nannan Wang, Jie Li, Xinbo Gao |
| 2021 | ICCV | Support-Set Based Cross-Supervision for Video Grounding. | Xinpeng Ding, Nannan Wang, Shiwei Zhang, De Cheng, Xiaomeng Li, Ziyuan Huang, Mingqian Tang, Xinbo Gao |
| 2021 | ICCV | Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification. | Ziyu Wei, Xi Yang, Nannan Wang, Xinbo Gao |
| 2021 | ICCV | Removing Adversarial Noise in Class Activation Feature Space. | Dawei Zhou, Nannan Wang, Chunlei Peng, Xinbo Gao, Xiaoyu Wang, Jun Yu, Tongliang Liu |
| 2021 | ICLR | Robust early-learning: Hindering the memorization of noisy labels. | Xiaobo Xia, Tongliang Liu, Bo Han, Chen Gong, Nannan Wang, Zongyuan Ge, Yi Chang |
| 2021 | ICML | Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels. | Songhua Wu, Xiaobo Xia, Tongliang Liu, Bo Han, Mingming Gong, Nannan Wang, Haifeng Liu, Gang Niu |
| 2021 | ICML | Towards Defending against Adversarial Examples via Attack-Invariant Features. | Dawei Zhou, Tongliang Liu, Bo Han, Nannan Wang, Chunlei Peng, Xinbo Gao |
| 2021 | IJCAI | A Sketch-Transformer Network for Face Photo-Sketch Synthesis. | Mingrui Zhu, Changcheng Liang, Nannan Wang, Xiaoyu Wang, Zhifeng Li, Xinbo Gao |
| 2021 | MOBIHOC | Joint Update Rate Adaptation in Multiplayer Cloud-Edge Gaming Services: Spatial Geometry and Performance Tradeoffs. | Saadallah Kassir, Gustavo de Veciana, Nannan Wang, Xi Wang, Paparao Palacharla |
| 2020 | AAAI | Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis. | Bing Cao, Han Zhang, Nannan Wang, Xinbo Gao, Dinggang Shen |
| 2020 | AAAI | Facial Attribute Capsules for Noise Face Super Resolution. | Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li |
| 2020 | AAAI | Video Face Super-Resolution with Motion-Adaptive Feedback Cell. | Jingwei Xin, Nannan Wang, Jie Li, Xinbo Gao, Zhifeng Li |
| 2020 | ECCV | Binarized Neural Network for Single Image Super Resolution. | Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Heng Huang, Xinbo Gao |
| 2020 | SIGIR | Learning Discriminative Joint Embeddings for Efficient Face and Voice Association. | Rui Wang, Xin Liu, Yiu-ming Cheung, Kai Cheng, Nannan Wang, Wentao Fan |
| 2019 | AAAI | HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification. | Yi Hao, Nannan Wang, Jie Li, Xinbo Gao |
| 2019 | AAAI | Residual Attribute Attention Network for Face Image Super-Resolution. | Jingwei Xin, Nannan Wang, Xinbo Gao, Jie Li |
| 2019 | ICDM | Fast Semantic Preserving Hashing for Large-Scale Cross-Modal Retrieval. | Xingzhi Wang, Xin Liu, Shu-Juan Peng, Yiu-ming Cheung, Zhikai Hu, Nannan Wang |
| 2019 | IGARSS | T-SCNN: A Two-Stage Convolutional Neural Network for Space Target Recognition. | Tan Wu, Xi Yang, Bin Song, Nannan Wang, Xinbo Gao, Liyang Kuang, Xiaoting Nan, Yuwen Chen, Dong Yang |
| 2019 | IJCAI | Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition. | Bing Cao, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li |
| 2019 | IJCAI | Group Reconstruction and Max-Pooling Residual Capsule Network. | Xinpeng Ding, Nannan Wang, Xinbo Gao, Jie Li, Xiaoyu Wang |
| 2019 | IJCAI | Face Photo-Sketch Synthesis via Knowledge Transfer. | Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Li, Zhifeng Li |
| 2019 | INFOCOM | Enhancing Cellular Performance via Vehicular-based Opportunistic Relaying and Load Balancing. | Saadallah Kassir, Gustavo de Veciana, Nannan Wang, Xi Wang, Paparao Palacharla |
| 2018 | AAAI | Asymmetric Joint Learning for Heterogeneous Face Recognition. | Bing Cao, Nannan Wang, Xinbo Gao, Jie Li |
| 2018 | AAAI | Face Sketch Synthesis From Coarse to Fine. | Mingjin Zhang, Nannan Wang, Yunsong Li, Ruxin Wang, Xinbo Gao |
| 2018 | ICDM | Learning via Social Preference: A Coarse-to-Fine Training Strategy for Style Transfer Systems. | Zhuoqi Ma, Nannan Wang, Yi Hao, Jie Li, Xinbo Gao |
| 2018 | IJCAI | Deep Attribute Guided Representation for Heterogeneous Face Recognition. | Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao |
| 2018 | IJCAI | From Reality to Perception: Genre-Based Neural Image Style Transfer. | Zhuoqi Ma, Nannan Wang, Xinbo Gao, Jie Li |
| 2018 | IJCAI | Markov Random Neural Fields for Face Sketch Synthesis. | Mingjin Zhang, Nannan Wang, Xinbo Gao, Yunsong Li |
| 2017 | ICIG | Semantic Segmentation Based Automatic Two-Tone Portrait Synthesis. | Zhuoqi Ma, Nannan Wang, Xinbo Gao, Jie Li |
| 2017 | IJCAI | Deep Graphical Feature Learning for Face Sketch Synthesis. | Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Li |
| 2016 | ECCV | Face Recognition from Multiple Stylistic Sketches: Scenarios, Datasets, and Evaluation. | Chunlei Peng, Nannan Wang, Xinbo Gao, Jie Li |
| 2016 | ECCV | Fast Face Sketch Synthesis via KD-Tree Search. | Yuqian Zhang, Nannan Wang, Shengchuan Zhang, Jie Li, Xinbo Gao |
| 2016 | GLOBECOM | Survivable Bulk Data-Flow Transfer Strategies in Elastic Optical Inter-Datacenter Networks. | Nannan Wang, Jason P. Jue, Ruijie Zhu |
| 2016 | GLOBECOM | Multi-Path Fragmentation-Aware Advance Reservation Provisioning in Elastic Optical Networks. | Ruijie Zhu, Jason P. Jue, Ashkan Yousefpour, Yongli Zhao, Hui Yang, Jie Zhang, Xiaosong Yu, Nannan Wang |
| 2015 | GLOBECOM | Scheduling Large Data Flows in Elastic Optical Inter-Datacenter Networks. | Nannan Wang, Jason P. Jue, Xi Wang, Qiong Zhang, Hakki C. Cankaya, Qingya She, Weisheng Xie, Motoyoshi Sekiya |
| 2014 | GLOBECOM | Holding-time-aware routing, modulation, and spectrum assignment for elastic optical networks. | Nannan Wang, Jason P. Jue |
| 2012 | SNPD | Improved Minimum Hop Routing Protocol in WSN. | Yankun Li, Ming Zhu, Haiqin Qu, Nannan Wang, Yichuan Song |
| 2012 | SNPD | An Optimization for Channel Estimation Based on Compressed Channel Sensing. | Si Zhang, Jian Kang, Yichuan Song, Nannan Wang |
| 2011 | ICIG | Face Sketch-Photo Synthesis under Multi-dictionary Sparse Representation Framework. | Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li |
| 2011 | ICIP | Face sketch-photo synthesis based on support vector regression. | Jiewei Zhang, Nannan Wang, Xinbo Gao, Dacheng Tao, Xuelong Li |