Publications

Jianfu Zhang · School of Computer Science, Shanghai Jiao Tong University

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Peer-reviewed conference and journal papers, in reverse chronological order. Also available on DBLP and Google Scholar.

2026

  • High-Quality Full-Head 3D Avatar Generation from Any Single Portrait Image Yujie Gao, Chencheng Wang, Xianbing Sun, Jiahui Zhan, Wentao Wang, Yiyi Zhang, Haohua Zhao, Liqing Zhang, Jianfu Zhang AAAI 2026 [DOI]
  • AVGGT: Rethinking Global Attention for Accelerating VGGT Xianbing Sun, Zhikai Zhu, Zhengyu Lou, Bo Yang, Jinyang Tang, Liqing Zhang, He Wang, Jianfu Zhang CVPR 2026 [arXiv]
  • Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images Yikun Ji, Yan Hong, Bowen Deng, Jun Lan, Huijia Zhu, Weiqiang Wang, Liqing Zhang, Jianfu Zhang CVPR 2026 [PDF] [arXiv]
  • Towards Source-Aware Object Swapping with Initial Noise Perturbation Jiahui Zhan, Xianbing Sun, Xiangnan Zhu, Yikun Ji, Ruitong Liu, Liqing Zhang, Jianfu Zhang CVPR Findings 2026 [arXiv]
  • FW-VTON: Flattening-and-Warping for Person-to-Person Virtual Try-On Zheng Wang, Xianbing Sun, Shengyi Wu, Jiahui Zhan, Jianlou Si, Chi Zhang, Liqing Zhang, Jianfu Zhang ICASSP 2026 [DOI] [arXiv]
  • GAMMA: Generalizable AI-Generated Image Detection via Multi-Task and Manipulation-Augmented Supervision Haozhen Yan, Yan Hong, Suning Lang, Jiahui Zhan, Yikun Ji, Yujie Gao, Huijia Zhu, Jun Lan, Jianfu Zhang ICASSP 2026 [DOI] [arXiv]
  • PHomo: Patch Homogeneity for No-Reference Inpainting Assessment and Verification Jianfu Zhang, Yan Hong, Jiahui Zhan, Jun Lan, Liqing Zhang ICASSP 2026 [DOI]
  • VTONGuard: Automatic Detection and Authentication of AI-generated Virtual Try-On Content Shengyi Wu, Yan Hong, Shengyao Chen, Zheng Wang, Xianbing Sun, Jiahui Zhan, Jun Lan, Jianfu Zhang ICASSP 2026 [DOI] [arXiv]
  • FakeXplain: AI-Generated Image Detection via Human-Aligned Grounded Reasoning Yikun Ji, Yan Hong, Qi Fan, Jun Lan, Huijia Zhu, Weiqiang Wang, Liqing Zhang, Jianfu Zhang ICLR 2026 [OpenReview] [arXiv]
  • DeMamba: AI-Generated Video Detection on Million-Scale GenVideo Benchmark Haoxing Chen, Yan Hong, Zizheng Huang, Zhuoer Xu, Zhangxuan Gu, Yaohui Li, Jun Lan, Huijia Zhu, Jianfu Zhang, Weiqiang Wang, Huaxiong Li Science China Information Sciences 2026 [DOI] [arXiv]

2025

  • WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection Yan Hong, Jianming Feng, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang AAAI 2025 [DOI]
  • InterAnimate: Taming Region-Aware Diffusion Model for Realistic Human Interaction Animation Yukang Lin, Yan Hong, Zunnan Xu, Xindi Li, Chao Xu, Chuanbiao Song, Ronghui Li, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang, Xiu Li ACM Multimedia 2025 [DOI]
  • Towards Explainable Fake Image Detection with Multi-Modal Large Language Models Yikun Ji, Yan Hong, Jiahui Zhan, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Liqing Zhang, Jianfu Zhang ACM Multimedia 2025 [DOI]
  • Hyperspectral Image Classification Based on Local Low-Rank Representation Jianting Wang, Haohua Zhao, Jianfu Zhang, Liqing Zhang CSCWD 2025 [DOI]
  • Pedestrian Motion Reconstruction: A Large-scale Benchmark via Mixed Reality Rendering with Multiple Perspectives and Modalities Yichen Wang, Yiyi Zhang, Xinhao Hu, Li Niu, Jianfu Zhang, Yasushi Makihara, Yasushi Yagi, Pai Peng, Wenlong Liao, Tao He, Junchi Yan, Liqing Zhang ICLR 2025 [Link]
  • GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data Wentao Wang, Hang Ye, Fangzhou Hong, Xue Yang, Jianfu Zhang, Yizhou Wang, Ziwei Liu, Liang Pan NeurIPS 2025 [Link]
  • ID-MotionNet: Identity-Preserved 3D Skeleton Sequence Generation via Information Bottleneck Disentanglement Yuchen Mao, Tianhua Li, Jingyu Xie, Jianfu Zhang, Liqing Zhang, Yiyi Zhang PRCV 2025 [DOI]
  • Defending adversarial attacks in Graph Neural Networks via tensor enhancement Jianfu Zhang, Yan Hong, Dawei Cheng, Liqing Zhang, Qibin Zhao Pattern Recognition 2025 [DOI]

2024

  • Assessing Image Inpainting via Re-Inpainting Self-Consistency Evaluation Tianyi Chen, Jianfu Zhang, Yan Hong, Yiyi Zhang, Liqing Zhang CIKM 2024 [DOI]
  • Supervised Contrastive Learning for Snapshot Spectral Imaging Face Anti-Spoofing Chuanbiao Song, Yan Hong, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang CVPR Workshops 2024 [DOI]
  • ComFusion: Enhancing Personalized Generation by Instance-Scene Compositing and Fusion Yan Hong, Yuxuan Duan, Bo Zhang, Haoxing Chen, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang ECCV 2024 [DOI]
  • Arbitrary Style Transfer with Prototype-Based Channel Alignment Yan Hong, Li Niu, Jianfu Zhang ICASSP 2024 [DOI]
  • Hierarchical Attacks on Large-Scale Graph Neural Networks Jianfu Zhang, Yan Hong, Dawei Cheng, Liqing Zhang, Qibin Zhao ICASSP 2024 [DOI]
  • ProAug: Prototype-Based Augmentation for Long-Tailed Image Classification Yan Hong, Jianfu Zhang, Zhongyi Sun, Ke Yan ICASSP 2024 [DOI]
  • DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan, Yan Hong, Bo Zhang, Jun Lan, Huijia Zhu, Weiqiang Wang, Jianfu Zhang, Li Niu, Liqing Zhang NeurIPS 2024 [Link]
  • Multi-Model UNet: An Adversarial Defense Mechanism for Robust Visual Tracking Wattanapong Suttapak, Jianfu Zhang, Haohua Zhao, Liqing Zhang Neural Processing Letters 2024 [DOI]
  • An E-Commerce Dataset Revealing Variations during Sales Jianfu Zhang, Qingtao Yu, Yizhou Chen, Guoliang Zhou, Yawen Liu, Yawei Sun, Chen Liang, Guangda Huzhang, Yabo Ni, Anxiang Zeng, Han Yu SIGIR 2024 [DOI]

2023

  • Amodal Instance Segmentation via Prior-Guided Expansion Junjie Chen, Li Niu, Jianfu Zhang, Jianlou Si, Chen Qian, Liqing Zhang AAAI 2023 [DOI]
  • Critical Firms Prediction for Stemming Contagion Risk in Networked-Loans through Graph-Based Deep Reinforcement Learning Dawei Cheng, Zhibin Niu, Jianfu Zhang, Yiyi Zhang, Changjun Jiang AAAI 2023 [DOI]
  • Isometric Manifold Learning Using Hierarchical Flow Ziqi Pan, Jianfu Zhang, Li Niu, Liqing Zhang AAAI 2023 [DOI]
  • Memorization Weights for Instance Reweighting in Adversarial Training Jianfu Zhang, Yan Hong, Qibin Zhao AAAI 2023 [DOI]
  • Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow Junhong Gou, Siyu Sun, Jianfu Zhang, Jianlou Si, Chen Qian, Liqing Zhang ACM Multimedia 2023 [DOI]
  • Natural Image Matting with Attended Global Context Yiyi Zhang, Li Niu, Yasushi Makihara, Jianfu Zhang, Weijie Zhao, Yasushi Yagi, Liqing Zhang Journal of Computer Science and Technology 2023 [DOI]
  • Diverse image inpainting with disentangled uncertainty Wentao Wang, Lu He, Li Niu, Jianfu Zhang, Yue Liu, Haoyu Ling, Liqing Zhang Pattern Recognition 2023 [DOI]

2022

  • Shadow Generation for Composite Image in Real-World Scenes Yan Hong, Li Niu, Jianfu Zhang AAAI 2022 [DOI]
  • Few-shot Image Generation Using Discrete Content Representation Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang ACM Multimedia 2022 [DOI]
  • Deep Image Harmonization by Bridging the Reality Gap Junyan Cao, Wenyan Cong, Li Niu, Jianfu Zhang, Liqing Zhang BMVC 2022 [Link]
  • Dual-path Image Inpainting with Auxiliary GAN Inversion Wentao Wang, Li Niu, Jianfu Zhang, Xue Yang, Liqing Zhang CVPR 2022 [DOI]
  • DeltaGAN: Towards Diverse Few-Shot Image Generation with Sample-Specific Delta Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang ECCV 2022 [DOI]
  • SAFA: Sample-Adaptive Feature Augmentation for Long-Tailed Image Classification Yan Hong, Jianfu Zhang, Zhongyi Sun, Ke Yan ECCV 2022 [DOI]
  • Efficient Learning-based Community-Preserving Graph Generation Sheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang, Ying Zhang ICDE 2022 [DOI]
  • Diminishing-feature attack: The adversarial infiltration on visual tracking Wattanapong Suttapak, Jianfu Zhang, Liqing Zhang Neurocomputing 2022 [DOI]

2021

  • Disentangled Information Bottleneck Ziqi Pan, Li Niu, Jianfu Zhang, Liqing Zhang AAAI 2021 [DOI]
  • Tensor Decomposition Via Core Tensor Networks Jianfu Zhang, Zerui Tao, Liqing Zhang, Qibin Zhao ICASSP 2021 [DOI]
  • Parallel Multi-Resolution Fusion Network for Image Inpainting Wentao Wang, Jianfu Zhang, Li Niu, Haoyu Ling, Xue Yang, Liqing Zhang ICCV 2021 [DOI]
  • Bargainnet: Background-Guided Domain Translation for Image Harmonization Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang ICME 2021 [DOI]
  • Learn to Walk Across Ages: Motion Augmented Multi-Age Group Gait Video Translation Yiyi Zhang, Yasushi Makihara, Daigo Muramatsu, Jianfu Zhang, Li Niu, Liqing Zhang, Yasushi Yagi IEEE Access 2021 [DOI]
  • Person Re-Identification With Reinforced Attribute Attention Selection Jianfu Zhang, Li Niu, Liqing Zhang IEEE Transactions on Image Processing 2021 [DOI]
  • DANet: Deformable Alignment Network for Video Inpainting Xutong Lu, Jianfu Zhang MMM 2021 [DOI]

2020

  • A Proposal-Based Approach for Activity Image-to-Video Retrieval Ruicong Xu, Li Niu, Jianfu Zhang, Liqing Zhang AAAI 2020 [DOI]
  • Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition Yiyi Zhang, Li Niu, Ziqi Pan, Meichao Luo, Jianfu Zhang, Dawei Cheng, Liqing Zhang AAAI 2020 [DOI]
  • F2GAN: Fusing-and-Filling GAN for Few-shot Image Generation Yan Hong, Li Niu, Jianfu Zhang, Weijie Zhao, Chen Fu, Liqing Zhang ACM Multimedia 2020 [DOI]
  • DoveNet: Deep Image Harmonization via Domain Verification Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang CVPR 2020 [DOI]
  • Beyond Without Forgetting: Multi-Task Learning for Classification with Disjoint Datasets Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang ICME 2020 [DOI]
  • Inductive Guided Filter: Real-Time Deep Matting with Weakly Annotated Masks on Mobile Devices Yaoyi Li, Jianfu Zhang, Weijie Zhao, Weihao Jiang, Hongtao Lu ICME 2020 [DOI]
  • Matchinggan: Matching-Based Few-Shot Image Generation Yan Hong, Li Niu, Jianfu Zhang, Liqing Zhang ICME 2020 [DOI]
  • Image Editing via Segmentation Guided Self-Attention Network Jianfu Zhang, Peiming Yang, Wentao Wang, Yan Hong, Liqing Zhang IEEE Signal Processing Letters 2020 [DOI]

2019

  • Multi-Attribute Transfer via Disentangled Representation Jianfu Zhang, Yuanyuan Huang, Yaoyi Li, Weijie Zhao, Liqing Zhang AAAI 2019 [DOI]
  • GAIN: Gradient Augmented Inpainting Network for Irregular Holes Jianfu Zhang, Li Niu, Dexin Yang, Liwei Kang, Yaoyi Li, Weijie Zhao, Liqing Zhang ACM Multimedia 2019 [DOI]
  • Clothes Keypoints Localization and Attribute Recognition via Prior Knowledge Zhangxuan Gu, Jianfu Zhang, Ziqi Pan, Haohua Zhao, Liqing Zhang ICME 2019 [DOI]

2018

  • Multi-Shot Pedestrian Re-Identification via Sequential Decision Making Jianfu Zhang, Naiyan Wang, Liqing Zhang CVPR 2018 [DOI]
  • Attention-Based Network for Cross-View Gait Recognition Yuanyuan Huang, Jianfu Zhang, Haohua Zhao, Liqing Zhang ICONIP 2018 [DOI]