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2025

Defending adversarial attacks in Graph Neural Networks via tensor enhancementJianfu Zhang 0003, Yan Hong, Dawei Cheng, Liqing Zhang 0001, Qibin Zhao. PR, 158:110954, 2025. [doi]

2024

2023

Deep Image Harmonization with Learnable AugmentationLi Niu 0002, Junyan Cao, Wenyan Cong, Liqing Zhang 0001. iccv 2023: 7448-7457 [doi]

Amodal Instance Segmentation via Prior-Guided ExpansionJunjie Chen, Li Niu 0002, Jianfu Zhang 0003, Jianlou Si, Chen Qian 0006, Liqing Zhang 0001. AAAI 2023: 313-321 [doi]

Delinquent Events Prediction in Temporal Networked-Guarantee LoansDawei Cheng, Zhibin Niu, Liqing Zhang 0001. tnn, 34(4):1692-1704, April 2023. [doi]

Few-Shot Defect Image Generation via Defect-Aware Feature ManipulationYuxuan Duan, Yan Hong, Li Niu 0002, Liqing Zhang 0001. AAAI 2023: 571-578 [doi]

Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance FlowJunhong Gou, Siyu Sun, Jianfu Zhang 0003, Jianlou Si, Chen Qian 0006, Liqing Zhang 0001. mm 2023: 7599-7607 [doi]

From Pixel to Patch: Synthesize Context-Aware Features for Zero-Shot Semantic SegmentationZhangxuan Gu, Siyuan Zhou, Li Niu 0002, Zihan Zhao, Liqing Zhang 0001. tnn, 34(10):7689-7703, October 2023. [doi]

Knowledge Proxy Intervention for Deconfounded Video Question AnsweringJiangtong Li, Li Niu 0002, Liqing Zhang 0001. iccv 2023: 2770-2781 [doi]

Painterly Image Harmonization using Diffusion ModelLingxiao Lu, Jiangtong Li, Junyan Cao, Li Niu 0002, Liqing Zhang 0001. mm 2023: 233-241 [doi]

Geometric Inductive Biases for Identifiable Unsupervised Learning of Disentangled RepresentationsZiqi Pan, Li Niu 0002, Liqing Zhang 0001. AAAI 2023: 9372-9380 [doi]

Isometric Manifold Learning Using Hierarchical FlowZiqi Pan, Jianfu Zhang 0003, Li Niu 0002, Liqing Zhang 0001. AAAI 2023: 9381-9388 [doi]

Deep Image Harmonization in Dual Color SpacesLinfeng Tan, Jiangtong Li, Li Niu 0002, Liqing Zhang 0001. mm 2023: 2159-2167 [doi]

Diverse image inpainting with disentangled uncertaintyWentao Wang, Lu He, Li Niu 0002, Jianfu Zhang, Yue Liu, Haoyu Ling, Liqing Zhang 0001. PR, 137:109243, May 2023. [doi]

Image Cropping with Spatial-aware Feature and Rank ConsistencyChao Wang, Li Niu, Bo Zhang, Liqing Zhang 0001. cvpr 2023: 10052-10061 [doi]

Natural Image Matting with Attended Global ContextYiyi Zhang, Li Niu 0002, Yasushi Makihara, Jianfu Zhang 0003, Weijie Zhao 0003, Yasushi Yagi, Liqing Zhang 0001. jcst, 38(3):659-673, June 2023. [doi]

2022

STC: Spatio-Temporal Contrastive Learning for Video Instance SegmentationZhengkai Jiang 0001, Zhangxuan Gu, Jinlong Peng, Hang Zhou, Liang Liu 0007, Yabiao Wang, Ying Tai, Chengjie Wang, Liqing Zhang 0001. eccv 2023: 539-556 [doi]

Hallucinating uncertain motion and future for static image action recognitionLi Niu 0002, Shengyuan Huang, Xing Zhao, Liwei Kang, Yiyi Zhang, Liqing Zhang 0001. cviu, 215:103337, 2022. [doi]

Human-Centric Image Cropping with Partition-Aware and Content-Preserving FeaturesBo Zhang 0075, Li Niu 0002, Xing Zhao, Liqing Zhang 0001. eccv 2022: 181-197 [doi]

Deep Image Harmonization by Bridging the Reality GapJunyan Cao, Wenyan Cong, Li Niu 0002, Jianfu Zhang 0003, Liqing Zhang 0001. bmvc 2022: 23 [doi]

Weak-shot Semantic Segmentation via Dual Similarity TransferJunjie Chen, Li Niu 0002, Siyuan Zhou, Jianlou Si, Chen Qian 0006, Liqing Zhang 0001. nips 2022: [doi]

Graph Neural Network for Fraud Detection via Spatial-Temporal AttentionDawei Cheng, Xiaoyang Wang 0002, Ying Zhang 0001, Liqing Zhang 0001. tkde, 34(8):3800-3813, 2022. [doi]

High-Resolution Image Harmonization via Collaborative Dual TransformationsWenyan Cong, Xinhao Tao, Li Niu 0002, Jing Liang 0007, Xuesong Gao, Qihao Sun, Liqing Zhang 0001. cvpr 2022: 18449-18458 [doi]

XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document UnderstandingZhangxuan Gu, Changhua Meng, Ke Wang, Jun Lan, Weiqiang Wang, Ming Gu, Liqing Zhang 0001. cvpr 2022: 4573-4582 [doi]

Few-shot Image Generation Using Discrete Content RepresentationYan Hong, Li Niu 0002, Jianfu Zhang 0003, Liqing Zhang 0001. mm 2022: 2796-2804 [doi]

DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific DeltaYan Hong, Li Niu 0002, Jianfu Zhang 0003, Liqing Zhang 0001. eccv 2022: 259-276 [doi]

Action-Aware Embedding Enhancement for Image-Text RetrievalJiangtong Li, Li Niu 0002, Liqing Zhang 0001. AAAI 2022: 1323-1331 [doi]

From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-AnsweringJiangtong Li, Li Niu 0002, Liqing Zhang 0001. cvpr 2022: 21241-21250 [doi]

Zero-shot sketch-based image retrieval with structure-aware asymmetric disentanglementJiangtong Li, Zhixin Ling, Li Niu 0002, Liqing Zhang 0001. cviu, 218:103412, 2022. [doi]

Deep Video Harmonization With Color Mapping ConsistencyXinyuan Lu, Shengyuan Huang, Li Niu 0002, Wenyan Cong, Liqing Zhang 0001. IJCAI 2022: 1232-1238 [doi]

UniGAN: Reducing Mode Collapse in GANs using a Uniform GeneratorZiqi Pan, Li Niu 0002, Liqing Zhang 0001. nips 2022: [doi]

Dual-path Image Inpainting with Auxiliary GAN InversionWentao Wang, Li Niu 0002, Jianfu Zhang 0003, Xue Yang 0005, Liqing Zhang 0001. cvpr 2022: 11411-11420 [doi]

Inharmonious Region Localization with Auxiliary Style FeaturePenghao Wu, Li Niu 0002, Liqing Zhang 0001. bmvc 2022: 197 [doi]

Inharmonious Region Localization via Recurrent Self-ReasoningPenghao Wu, Li Niu 0002, Jing Liang 0007, Liqing Zhang 0001. bmvc 2022: 198 [doi]

Visible Watermark Removal with Dynamic Kernel and Semantic-aware PropagationXing Zhao, Li Niu 0002, Liqing Zhang 0001. bmvc 2022: 106 [doi]

Weak-shot Semantic Segmentation by Transferring Semantic Affinity and BoundarySiyuan Zhou, Li Niu 0002, Jianlou Si, Chen Qian, Liqing Zhang 0001. bmvc 2022: 211 [doi]

Learning Object Placement via Dual-Path Graph CompletionSiyuan Zhou, Liu Liu, Li Niu 0002, Liqing Zhang 0001. eccv 2022: 373-389 [doi]

2021

Tensor Decomposition Via Core Tensor NetworksJianfu Zhang 0003, Zerui Tao, Liqing Zhang 0001, Qibin Zhao. icassp 2021: 2130-2134 [doi]

Person Re-Identification With Reinforced Attribute Attention SelectionJianfu Zhang 0003, Li Niu 0003, Liqing Zhang 0001. TIP, 30:603-616, 2021. [doi]

Inharmonious Region LocalizationJing Liang 0007, Li Niu, Liqing Zhang 0001. icmcs 2021: 1-6 [doi]

Depth Privileged Scene Recognition via Dual Attention HallucinationJunjie Chen, Li Niu 0002, Liqing Zhang 0001. TIP, 30:9164-9178, 2021. [doi]

Weak-shot Fine-grained Classification via Similarity TransferJunjie Chen, Li Niu 0002, Liu Liu, Liqing Zhang 0001. nips 2021: 7306-7318 [doi]

Bargainnet: Background-Guided Domain Translation for Image HarmonizationWenyan Cong, Li Niu, Jianfu Zhang 0003, Jing Liang, Liqing Zhang 0001. icmcs 2021: 1-6 [doi]

Hard Pixel Mining for Depth Privileged Semantic SegmentationZhangxuan Gu, Li Niu 0002, Haohua Zhao, Liqing Zhang 0001. tmm, 23:3738-3751, 2021. [doi]

Static Image Action Recognition with Hallucinated Fine-Grained Motion InformationShengyuan Huang, Xing Zhao, Li Niu 0002, Liqing Zhang 0001. icmcs 2021: 1-6 [doi]

Memorize, Associate and Match: Embedding Enhancement via Fine-Grained Alignment for Image-Text RetrievalJiangtong Li, Liu Liu, Li Niu 0002, Liqing Zhang 0001. TIP, 30:9193-9207, 2021. [doi]

Mixed Supervised Object Detection by Transferring Mask Prior and Semantic SimilarityYan Liu, Zhijie Zhang, Li Niu 0002, Junjie Chen, Liqing Zhang 0001. nips 2021: 3978-3990 [doi]

Disentangled Information BottleneckZiqi Pan, Li Niu 0002, Jianfu Zhang 0003, Liqing Zhang 0001. AAAI 2021: 9285-9293 [doi]

Parallel Multi-Resolution Fusion Network for Image InpaintingWentao Wang, Jianfu Zhang 0003, Li Niu, Haoyu Ling, Xue Yang, Liqing Zhang 0001. iccv 2021: 14539-14548 [doi]

Learn to Walk Across Ages: Motion Augmented Multi-Age Group Gait Video TranslationYiyi Zhang, Yasushi Makihara, Daigo Muramatsu, Jianfu Zhang 0003, Li Niu 0002, Liqing Zhang 0001, Yasushi Yagi. access, 9:40550-40559, 2021. [doi]

Image Composition Assessment with Saliency-augmented Multi-pattern PoolingBo Zhang, Li Niu 0002, Liqing Zhang 0001. bmvc 2021: 144 [doi]

2020

Knowledge Graph-based Event Embedding Framework for Financial Quantitative InvestmentsDawei Cheng, Fangzhou Yang, Xiaoyang Wang, Ying Zhang, Liqing Zhang 0001. sigir 2020: 2221-2230 [doi]

Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud DetectionDawei Cheng, Sheng Xiang, Chencheng Shang, Yiyi Zhang, Fangzhou Yang, Liqing Zhang 0001. AAAI 2020: 362-369 [doi]

Risk Guarantee Prediction in Networked-LoansDawei Cheng, Xiaoyang Wang, Ying Zhang, Liqing Zhang 0001. IJCAI 2020: 4483-4489 [doi]

DoveNet: Deep Image Harmonization via Domain VerificationWenyan Cong, Jianfu Zhang 0003, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang 0001. cvpr 2020: 8391-8400 [doi]

Context-aware Feature Generation For Zero-shot Semantic SegmentationZhangxuan Gu, Siyuan Zhou, Li Niu 0003, Zihan Zhao, Liqing Zhang 0001. mm 2020: 1921-1929 [doi]

Matchinggan: Matching-Based Few-Shot Image GenerationYan Hong, Li Niu, Jianfu Zhang 0003, Liqing Zhang 0001. icmcs 2020: 1-6 [doi]

Beyond Without Forgetting: Multi-Task Learning for Classification with Disjoint DatasetsYan Hong, Li Niu, Jianfu Zhang 0003, Liqing Zhang 0001. icmcs 2020: 1-6 [doi]

F2GAN: Fusing-and-Filling GAN for Few-shot Image GenerationYan Hong, Li Niu 0003, Jianfu Zhang 0003, Weijie Zhao, Chen Fu, Liqing Zhang 0001. mm 2020: 2535-2543 [doi]

Learning From Web Data With Self-Organizing Memory ModuleYi Tu, Li Niu, Junjie Chen, Dawei Cheng, Liqing Zhang 0001. cvpr 2020: 12843-12852 [doi]

Image Cropping with Composition and Saliency Aware Aesthetic Score MapYi Tu, Li Niu, Weijie Zhao, Dawei Cheng, Liqing Zhang 0001. AAAI 2020: 12104-12111 [doi]

A Proposal-Based Approach for Activity Image-to-Video RetrievalRuicong Xu, Li Niu, Jianfu Zhang 0003, Liqing Zhang 0001. AAAI 2020: 12524-12531 [doi]

Adversarial Query-by-Image Video Retrieval Based on Attention MechanismRuicong Xu, Li Niu, Liqing Zhang 0001. mmm 2020: 778-789 [doi]

Exploiting Motion Information from Unlabeled Videos for Static Image Action RecognitionYiyi Zhang, Li Niu, Ziqi Pan, Meichao Luo, Jianfu Zhang 0003, Dawei Cheng, Liqing Zhang 0001. AAAI 2020: 12918-12925 [doi]

Multi-mode neural network for human action recognitionHaohua Zhao, Weichen Xue, Xiaobo Li, Zhangxuan Gu, Li Niu 0003, Liqing Zhang 0001. iet-cvi, 14(8):587-596, 2020. [doi]

2019

GAIN: Gradient Augmented Inpainting Network for Irregular HolesJianfu Zhang 0003, Li Niu, Dexin Yang, Liwei Kang, Yaoyi Li, Weijie Zhao, Liqing Zhang 0001. mm 2019: 1870-1878 [doi]

Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention RepresentationDawei Cheng, Yi Tu, Zhen-Wei Ma, Zhibin Niu, Liqing Zhang 0001. IJCAI 2019: 5822-5828 [doi]

A Dynamic Default Prediction Framework for Networked-guarantee LoansDawei Cheng, Yiyi Zhang, Fangzhou Yang, Yi Tu, Zhibin Niu, Liqing Zhang 0001. CIKM 2019: 2547-2555 [doi]

BHONEM: Binary High-Order Network Embedding Methods for Networked-Guarantee LoansDawei Cheng, Yi Tu, Zhen-Wei Ma, Zhibin Niu, Liqing Zhang 0001. jcst, 34(3):657-669, 2019. [doi]

Clothes Keypoints Localization and Attribute Recognition via Prior KnowledgeZhangxuan Gu, Jianfu Zhang, Ziqi Pan, Haohua Zhao, Liqing Zhang 0001. icmcs 2019: 550-555 [doi]

Multi-person 3D Pose Estimation from Monocular Image SequencesRan Li, Nayun Xu, Xutong Lu, Yucheng Xing, Haohua Zhao, Li Niu, Liqing Zhang 0001. iconip 2019: 15-24 [doi]

Multi-Attribute Transfer via Disentangled RepresentationJianfu Zhang, Yuanyuan Huang, Yaoyi Li, Weijie Zhao, Liqing Zhang 0001. AAAI 2019: 9195-9202 [doi]

2012

SJTUBCMI at TRECVID 2012: Surveillance Event DetectionKeting Zhang, Wei Shi, Yangwei Wu, Liqing Zhang 0001. trecvid 2012: [doi]

2011

Robust Multifactor Speech Feature Extraction Based on Gabor AnalysisQiang Wu 0009, Liqing Zhang 0001, Guangchuan Shi. taslp, 19(4):927-936, 2011. [doi]

2008

Head Pose Perception Based on Invariance RepresentationWenlu Yang, Liqing Zhang 0001. jtb 2008: 1-10 [doi]

Multi-Task BCI for Online Game ControlQibin Zhao, Liqing Zhang 0001, Jie Li. jtb 2008: 29-37 [doi]

2003

Approximate Maximum Likelihood Source Separation Using the Natural GradientSeungjin Choi, Andrzej Cichocki, Liqing Zhang 0001, Shun-ichi Amari. ieiceta, 86-A(1):198-205, 2003. [doi]

Blind Separation and Extraction of Binary SourcesYuanqing Li, Andrzej Cichocki, Liqing Zhang 0001. ieiceta, 86-A(3):580-589, 2003. [doi]

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