Jianlong Fu

Principal Research Manager

Publications

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- TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
  
  Hokyun Im, Euijin Jeong, Andrey Kolobov, Jianlong Fu, Youngwoon Lee
  
  November 2025
  
  Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  DOI Publication Publication
- PromptFix: You Prompt and We Fix the Photo
  
  Yongsheng Yu, Ziyun Zeng, Hang Hua, Jianlong Fu, Jiebo Luo
  
  NeurIPS 2024 | May 2024
  
  DOI Publication Publication
- Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
  
  Wenjing Wang, Huan Yang, Jianlong Fu, Jiaying Liu
  
  CVPR 2024 | March 2024
  
  DOI Publication Publication
- Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
  
  Y. Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu
  
  ArXiv | May 2023, Vol abs/2305.15357
  
  DOI PDF
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
  
  Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu
  
  NeurIPS 2022 | November 2022
  
  Publication
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- Learning Trajectory-Aware Transformer for Video Super-Resolution
  
  Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian
  
  CVPR 2022 | June 2022
  
  Oral
  
  Publication Project
- MiniViT: Compressing Vision Transformers with Weight Multiplexing
  
  Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
  
  CVPR 2022 | May 2022
  
  Publication
- Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers
  
  Yanhong Zeng, Huan Yang, Hongyang Chao, Jianbo Wang, Jianlong Fu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training
  
  Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  NeurIPS 2021 | December 2021
  
  Publication
- Searching the Search Space of Vision Transformer
  
  Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling
  
  NeurIPS 2021 | December 2021
  
  Publication
- Learning Fine-Grained Motion Embedding for Landscape Animation
  
  Hongwei Xue, Bei Liu, Huan Yang, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  ACM Multimedia 2021 | October 2021
  
  Oral
  
  Publication Project
- A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
  
  Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
  
  ACM Multimedia 2021 | October 2021
  
  Publication Project
- Domain-Aware Universal Style Transfer
  
  Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun
  
  ICCV 2021 | October 2021
  
  Publication Project
- Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment
  
  Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo
  
  ICCV 2021 | October 2021
  
  Publication Project
- AutoFormer: Searching Transformers for Visual Recognition
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  ICCV 2021 | October 2021
  
  Publication
- Learning Spatio-Temporal Transformer for Visual Tracking
  
  Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu
  
  ICCV 2021 | October 2021
  
  Publication
- Rethinking and Improving Relative Position Encoding for Vision Transformer
  
  Kan Wu, Houwen Peng, Minghao Chen, Jianlong Fu, Hongyang Chao
  
  ICCV 2021 | October 2021
  
  Publication
- MMPT’21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding
  
  Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander Hauptmann, Yong Rui
  
  ICMR 2021 | August 2021
  
  DOI Project
- Reference-Based Defect Detection Network
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao
  
  IEEE Transactions on Image Processing | July 2021, Vol 30: pp. 6637-6647
  
  Publication
- Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
  
  Zhicheng Huang*, Zhaoyang Zeng*, Yupan Huang*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  CVPR 2021 | June 2021
  
  Oral
  
  Publication Project
- LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
  
  Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu
  
  CVPR 2021 | June 2021
  
  Publication
- One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  CVPR 2021 | June 2021
  
  Publication
- Aesthetic-Aware Image Style Transfer
  
  Bei Liu, Jianlong Fu
  
  ACM Multimedia | October 2020
  
  Publication Project
- Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  
  Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Editor(s): Houwen Peng, Jianlong Fu
  
  Publication Project
- Learning Semantic-aware Normalization for Generative Adversarial Networks
  
  Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Publication Project
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Yanhong Zeng, Jianlong Fu, Hongyang Chao
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Ocean: Object-aware Anchor-free Tracking
  
  Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Jianlong Fu
  
  ECCV | July 2020
  
  Publication Project
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
  
  Zhicheng Huang*, Zhaoyang Zeng*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  MSR-TR-2020-51 | April 2020
  
  Published by Microsoft
  
  Publication Project
- Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences
  
  Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou
  
  ACM Multimedia | October 2019
  
  Publication Project
- WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
  
  ICCV | October 2019
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- Emotion Reinforced Visual Storytelling
  
  Nanxing Li, Bei Liu, Zhizhong Han, Yu-Shen Liu, Jianlong Fu
  
  ICMR | June 2019
  
  Publication Project
- Learning Rich Image Region Representation for Visual Question Answering
  
  Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu
  
  MSR-TR-2020-1 | June 2019
  
  Published by Microsoft
  
  CVPR 2019, VQA Workshop
  
  Publication Project
- Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions
  
  Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo
  
  Conference on Empirical Methods in Natural Language Processing | October 2018
  
  Publication
- What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape
  
  Shintami Chusnul Hidayati, Jianlong Fu, Wen-Huang Cheng
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2018
  
  Publication
- Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
  
  Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa
  
  2018 ACM Multimedia | October 2018
  
  Best Paper Award
  
  DOI Publication PDF Project
- Deep Attention Neural Tensor Network for Visual Question Answering
  
  Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei
  
  European Conference on Computer Vision | September 2018
  
  Publication
- DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks
  
  Shuang Ma, Jianlong Fu, ChangWen Chen, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training
  
  Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
  
  The AAAI Conference on Artificial Intelligence (AAAI), 2018. | February 2018
  
  Publication Project
- Self-view Grounding Given a Narrated 360 Video
  
  Shih-Han Chou, Jianlong Fu, Min Sun
  
  AAAI Conference on Artificial Intelligence | February 2018
  
  Publication Project
- Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition (ICCV 2017 Oral)
  
  Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Searching Personal Photos on the Phone with Instant Visual Qery Suggestion and Joint Text-Image Hashing
  
  Zhaoyang Zeng, Jianlong Fu, Hongyang Chao, Tao Mei
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2017
  
  Publication
- Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner
  
  Tseng-Hung Chen, Jianlong Fu, Min Sun
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Advances in deep learning approaches for image tagging
  
  Jianlong Fu, Yong Rui
  
  APSIPA Transactions on Signal and Information Processing | October 2017
  
  Publication
- Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)
  
  Jianlong Fu (jianf), Heliang Zheng, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Multi-level Attention Networks for Visual Question Answering
  
  Dongfei Yu, Jianlong Fu, Yong Rui, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks
  
  Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
  
  February 2017
  
  Publication Project
- Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks
  
  Jingwen Wang, Jianlong Fu, Yong Xu, Tao Mei
  
  International Joint Conference on Artificial Intelligence (IJCAI) | August 2016
  
  Publication Project
- Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging
  
  Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui
  
  December 2015
  
  Publication Project
- Tagging Personal Photos with Transfer Deep Learning
  
  Jianlong Fu, Tao Mei, Kuiyuan Yang, Hanqing Lu, Yong Rui
  
  International World Wide Web conference (WWW) | May 2015
  
  Publication Project

- TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
  
  Hokyun Im, Euijin Jeong, Andrey Kolobov, Jianlong Fu, Youngwoon Lee
  
  November 2025
  
  Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  DOI Publication Publication
- Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
  
  Y. Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu
  
  ArXiv | May 2023, Vol abs/2305.15357
  
  DOI PDF
- Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
  
  Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu
  
  NeurIPS 2022 | November 2022
  
  Publication
- Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
  
  Zhicheng Huang*, Zhaoyang Zeng*, Yupan Huang*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  CVPR 2021 | June 2021
  
  Oral
  
  Publication Project
- Learning Semantic-aware Normalization for Generative Adversarial Networks
  
  Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Publication Project
- Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  
  Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Editor(s): Houwen Peng, Jianlong Fu
  
  Publication Project
- Aesthetic-Aware Image Style Transfer
  
  Bei Liu, Jianlong Fu
  
  ACM Multimedia | October 2020
  
  Publication Project
- Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
  
  Zhicheng Huang*, Zhaoyang Zeng*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  MSR-TR-2020-51 | April 2020
  
  Published by Microsoft
  
  Publication Project
- Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences
  
  Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou
  
  ACM Multimedia | October 2019
  
  Publication Project
- Learning Rich Image Region Representation for Visual Question Answering
  
  Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu
  
  MSR-TR-2020-1 | June 2019
  
  Published by Microsoft
  
  CVPR 2019, VQA Workshop
  
  Publication Project
- Emotion Reinforced Visual Storytelling
  
  Nanxing Li, Bei Liu, Zhizhong Han, Yu-Shen Liu, Jianlong Fu
  
  ICMR | June 2019
  
  Publication Project
- Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions
  
  Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo
  
  Conference on Empirical Methods in Natural Language Processing | October 2018
  
  Publication
- What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape
  
  Shintami Chusnul Hidayati, Jianlong Fu, Wen-Huang Cheng
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2018
  
  Publication
- Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
  
  Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa
  
  2018 ACM Multimedia | October 2018
  
  Best Paper Award
  
  DOI Publication PDF Project
- Deep Attention Neural Tensor Network for Visual Question Answering
  
  Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei
  
  European Conference on Computer Vision | September 2018
  
  Publication
- DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks
  
  Shuang Ma, Jianlong Fu, ChangWen Chen, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training
  
  Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
  
  The AAAI Conference on Artificial Intelligence (AAAI), 2018. | February 2018
  
  Publication Project
- Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)
  
  Jianlong Fu (jianf), Heliang Zheng, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Multi-level Attention Networks for Visual Question Answering
  
  Dongfei Yu, Jianlong Fu, Yong Rui, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging
  
  Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui
  
  December 2015
  
  Publication Project
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  DOI Publication Publication
- PromptFix: You Prompt and We Fix the Photo
  
  Yongsheng Yu, Ziyun Zeng, Hang Hua, Jianlong Fu, Jiebo Luo
  
  NeurIPS 2024 | May 2024
  
  DOI Publication Publication
- Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
  
  Wenjing Wang, Huan Yang, Jianlong Fu, Jiaying Liu
  
  CVPR 2024 | March 2024
  
  DOI Publication Publication
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Learning Trajectory-Aware Transformer for Video Super-Resolution
  
  Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian
  
  CVPR 2022 | June 2022
  
  Oral
  
  Publication Project
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- MiniViT: Compressing Vision Transformers with Weight Multiplexing
  
  Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
  
  CVPR 2022 | May 2022
  
  Publication
- Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers
  
  Yanhong Zeng, Huan Yang, Hongyang Chao, Jianbo Wang, Jianlong Fu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Searching the Search Space of Vision Transformer
  
  Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling
  
  NeurIPS 2021 | December 2021
  
  Publication
- Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training
  
  Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  NeurIPS 2021 | December 2021
  
  Publication
- Learning Fine-Grained Motion Embedding for Landscape Animation
  
  Hongwei Xue, Bei Liu, Huan Yang, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  ACM Multimedia 2021 | October 2021
  
  Oral
  
  Publication Project
- A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
  
  Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
  
  ACM Multimedia 2021 | October 2021
  
  Publication Project
- Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment
  
  Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo
  
  ICCV 2021 | October 2021
  
  Publication Project
- Domain-Aware Universal Style Transfer
  
  Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun
  
  ICCV 2021 | October 2021
  
  Publication Project
- AutoFormer: Searching Transformers for Visual Recognition
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  ICCV 2021 | October 2021
  
  Publication
- Learning Spatio-Temporal Transformer for Visual Tracking
  
  Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu
  
  ICCV 2021 | October 2021
  
  Publication
- Rethinking and Improving Relative Position Encoding for Vision Transformer
  
  Kan Wu, Houwen Peng, Minghao Chen, Jianlong Fu, Hongyang Chao
  
  ICCV 2021 | October 2021
  
  Publication
- MMPT’21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding
  
  Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander Hauptmann, Yong Rui
  
  ICMR 2021 | August 2021
  
  DOI Project
- Reference-Based Defect Detection Network
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao
  
  IEEE Transactions on Image Processing | July 2021, Vol 30: pp. 6637-6647
  
  Publication
- Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
  
  Zhicheng Huang*, Zhaoyang Zeng*, Yupan Huang*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  CVPR 2021 | June 2021
  
  Oral
  
  Publication Project
- One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  CVPR 2021 | June 2021
  
  Publication
- LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
  
  Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu
  
  CVPR 2021 | June 2021
  
  Publication
- Ocean: Object-aware Anchor-free Tracking
  
  Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Yanhong Zeng, Jianlong Fu, Hongyang Chao
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Jianlong Fu
  
  ECCV | July 2020
  
  Publication Project
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
  
  Zhicheng Huang*, Zhaoyang Zeng*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  MSR-TR-2020-51 | April 2020
  
  Published by Microsoft
  
  Publication Project
- WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
  
  ICCV | October 2019
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- Learning Rich Image Region Representation for Visual Question Answering
  
  Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu
  
  MSR-TR-2020-1 | June 2019
  
  Published by Microsoft
  
  CVPR 2019, VQA Workshop
  
  Publication Project
- Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions
  
  Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo
  
  Conference on Empirical Methods in Natural Language Processing | October 2018
  
  Publication
- What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape
  
  Shintami Chusnul Hidayati, Jianlong Fu, Wen-Huang Cheng
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2018
  
  Publication
- Deep Attention Neural Tensor Network for Visual Question Answering
  
  Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei
  
  European Conference on Computer Vision | September 2018
  
  Publication
- DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks
  
  Shuang Ma, Jianlong Fu, ChangWen Chen, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training
  
  Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
  
  The AAAI Conference on Artificial Intelligence (AAAI), 2018. | February 2018
  
  Publication Project
- Self-view Grounding Given a Narrated 360 Video
  
  Shih-Han Chou, Jianlong Fu, Min Sun
  
  AAAI Conference on Artificial Intelligence | February 2018
  
  Publication Project
- Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner
  
  Tseng-Hung Chen, Jianlong Fu, Min Sun
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Searching Personal Photos on the Phone with Instant Visual Qery Suggestion and Joint Text-Image Hashing
  
  Zhaoyang Zeng, Jianlong Fu, Hongyang Chao, Tao Mei
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2017
  
  Publication
- Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition (ICCV 2017 Oral)
  
  Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Advances in deep learning approaches for image tagging
  
  Jianlong Fu, Yong Rui
  
  APSIPA Transactions on Signal and Information Processing | October 2017
  
  Publication
- Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)
  
  Jianlong Fu (jianf), Heliang Zheng, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Multi-level Attention Networks for Visual Question Answering
  
  Dongfei Yu, Jianlong Fu, Yong Rui, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks
  
  Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
  
  February 2017
  
  Publication Project
- Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks
  
  Jingwen Wang, Jianlong Fu, Yong Xu, Tao Mei
  
  International Joint Conference on Artificial Intelligence (IJCAI) | August 2016
  
  Publication Project
- Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging
  
  Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui
  
  December 2015
  
  Publication Project
- Tagging Personal Photos with Transfer Deep Learning
  
  Jianlong Fu, Tao Mei, Kuiyuan Yang, Hanqing Lu, Yong Rui
  
  International World Wide Web conference (WWW) | May 2015
  
  Publication Project
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  DOI Publication Publication
- Learning Fine-Grained Motion Embedding for Landscape Animation
  
  Hongwei Xue, Bei Liu, Huan Yang, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  ACM Multimedia 2021 | October 2021
  
  Oral
  
  Publication Project
- A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
  
  Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
  
  ACM Multimedia 2021 | October 2021
  
  Publication Project
- MMPT’21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding
  
  Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander Hauptmann, Yong Rui
  
  ICMR 2021 | August 2021
  
  DOI Project
- Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences
  
  Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou
  
  ACM Multimedia | October 2019
  
  Publication Project
- Emotion Reinforced Visual Storytelling
  
  Nanxing Li, Bei Liu, Zhizhong Han, Yu-Shen Liu, Jianlong Fu
  
  ICMR | June 2019
  
  Publication Project
- Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
  
  Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa
  
  2018 ACM Multimedia | October 2018
  
  Best Paper Award
  
  DOI Publication PDF Project
- Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training
  
  Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
  
  The AAAI Conference on Artificial Intelligence (AAAI), 2018. | February 2018
  
  Publication Project
- Self-view Grounding Given a Narrated 360 Video
  
  Shih-Han Chou, Jianlong Fu, Min Sun
  
  AAAI Conference on Artificial Intelligence | February 2018
  
  Publication Project
- Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner
  
  Tseng-Hung Chen, Jianlong Fu, Min Sun
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Searching Personal Photos on the Phone with Instant Visual Qery Suggestion and Joint Text-Image Hashing
  
  Zhaoyang Zeng, Jianlong Fu, Hongyang Chao, Tao Mei
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2017
  
  Publication
- Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition (ICCV 2017 Oral)
  
  Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Advances in deep learning approaches for image tagging
  
  Jianlong Fu, Yong Rui
  
  APSIPA Transactions on Signal and Information Processing | October 2017
  
  Publication
- Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks
  
  Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
  
  February 2017
  
  Publication Project
- Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks
  
  Jingwen Wang, Jianlong Fu, Yong Xu, Tao Mei
  
  International Joint Conference on Artificial Intelligence (IJCAI) | August 2016
  
  Publication Project
- Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging
  
  Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui
  
  December 2015
  
  Publication Project
- Tagging Personal Photos with Transfer Deep Learning
  
  Jianlong Fu, Tao Mei, Kuiyuan Yang, Hanqing Lu, Yong Rui
  
  International World Wide Web conference (WWW) | May 2015
  
  Publication Project
- Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
  
  Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa
  
  2018 ACM Multimedia | October 2018
  
  Best Paper Award
  
  DOI Publication PDF Project

- TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
  
  Hokyun Im, Euijin Jeong, Andrey Kolobov, Jianlong Fu, Youngwoon Lee
  
  November 2025
  
  Publication
- CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation
  
  Qixiu Li, Yaobo Liang, Zeyu Wang, Lin Luo, Xi Chen, Mozheng Liao, Fangyun Wei, Yu Deng, Sicheng Xu, Yizhong Zhang, Xiaofan Wang, Bei Liu, Jianlong Fu, Jianmin Bao, Dong Chen, Yuanchun Shi, Jiaolong Yang, Baining Guo
  
  November 2024
  
  DOI Publication Publication
- PromptFix: You Prompt and We Fix the Photo
  
  Yongsheng Yu, Ziyun Zeng, Hang Hua, Jianlong Fu, Jiebo Luo
  
  NeurIPS 2024 | May 2024
  
  DOI Publication Publication
- Zero-Reference Low-Light Enhancement via Physical Quadruple Priors
  
  Wenjing Wang, Huan Yang, Jianlong Fu, Jiaying Liu
  
  CVPR 2024 | March 2024
  
  DOI Publication Publication
- MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
  
  Ludan Ruan, Yiyang Ma, Huan Yang, Huiguo He, Bei Liu, Jianlong Fu, Nicholas Jing Yuan, Qin Jin, Baining Guo
  
  arXiv | December 2022
  
  Publication Project
- Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning
  
  Yuchong Sun, Hongwei Xue, Ruihua Song, Bei Liu, Huan Yang, Jianlong Fu
  
  NeurIPS 2022 | November 2022
  
  Publication
- Learning Trajectory-Aware Transformer for Video Super-Resolution
  
  Chengxu Liu, Huan Yang, Jianlong Fu, Xueming Qian
  
  CVPR 2022 | June 2022
  
  Oral
  
  Publication Project
- Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions
  
  Hongwei Xue, Tiankai Hang, Yanhong Zeng, Yuchong Sun, Bei Liu, Huan Yang, Jianlong Fu, Baining Guo
  
  CVPR 2022 | June 2022
  
  Publication Project
- MiniViT: Compressing Vision Transformers with Weight Multiplexing
  
  Jinnian Zhang, Houwen Peng, Kan Wu, Mengchen Liu, Bin Xiao, Jianlong Fu, Lu Yuan
  
  CVPR 2022 | May 2022
  
  Publication
- Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers
  
  Yanhong Zeng, Huan Yang, Hongyang Chao, Jianbo Wang, Jianlong Fu
  
  NeurIPS 2021 | December 2021
  
  Publication Project
- Searching the Search Space of Vision Transformer
  
  Minghao Chen, Kan Wu, Bolin Ni, Houwen Peng, Bei Liu, Jianlong Fu, Hongyang Chao, Haibin Ling
  
  NeurIPS 2021 | December 2021
  
  Publication
- Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training
  
  Hongwei Xue, Yupan Huang, Bei Liu, Houwen Peng, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  NeurIPS 2021 | December 2021
  
  Publication
- Learning Fine-Grained Motion Embedding for Landscape Animation
  
  Hongwei Xue, Bei Liu, Huan Yang, Jianlong Fu, Houqiang Li, Jiebo Luo
  
  ACM Multimedia 2021 | October 2021
  
  Oral
  
  Publication Project
- A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation
  
  Yupan Huang, Bei Liu, Jianlong Fu, Yutong Lu
  
  ACM Multimedia 2021 | October 2021
  
  Publication Project
- Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment
  
  Heliang Zheng, Huan Yang, Jianlong Fu, Zheng-Jun Zha, Jiebo Luo
  
  ICCV 2021 | October 2021
  
  Publication Project
- Domain-Aware Universal Style Transfer
  
  Kibeom Hong, Seogkyu Jeon, Huan Yang, Jianlong Fu, Hyeran Byun
  
  ICCV 2021 | October 2021
  
  Publication Project
- AutoFormer: Searching Transformers for Visual Recognition
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  ICCV 2021 | October 2021
  
  Publication
- Learning Spatio-Temporal Transformer for Visual Tracking
  
  Bin Yan, Houwen Peng, Jianlong Fu, Dong Wang, Huchuan Lu
  
  ICCV 2021 | October 2021
  
  Publication
- Rethinking and Improving Relative Position Encoding for Vision Transformer
  
  Kan Wu, Houwen Peng, Minghao Chen, Jianlong Fu, Hongyang Chao
  
  ICCV 2021 | October 2021
  
  Publication
- MMPT’21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding
  
  Bei Liu, Jianlong Fu, Shizhe Chen, Qin Jin, Alexander Hauptmann, Yong Rui
  
  ICMR 2021 | August 2021
  
  DOI Project
- Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
  
  Zhicheng Huang*, Zhaoyang Zeng*, Yupan Huang*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  CVPR 2021 | June 2021
  
  Oral
  
  Publication Project
- One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
  
  Minghao Chen, Houwen Peng, Jianlong Fu, Haibin Ling
  
  CVPR 2021 | June 2021
  
  Publication
- LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search
  
  Bin Yan, Houwen Peng, Kan Wu, Dong Wang, Jianlong Fu, Huchuan Lu
  
  CVPR 2021 | June 2021
  
  Publication
- Learning Semantic-aware Normalization for Generative Adversarial Networks
  
  Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Publication Project
- Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  
  Houwen Peng, Hao Du, Hongyuan Yu, Qi Li, Jianlong Fu
  
  NeurIPS 2020 | October 2020
  
  Editor(s): Houwen Peng, Jianlong Fu
  
  Publication Project
- Aesthetic-Aware Image Style Transfer
  
  Bei Liu, Jianlong Fu
  
  ACM Multimedia | October 2020
  
  Publication Project
- Ocean: Object-aware Anchor-free Tracking
  
  Zhipeng Zhang, Houwen Peng, Jianlong Fu, Bing Li, Weiming Hu
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Yanhong Zeng, Jianlong Fu, Hongyang Chao
  
  16th European Conference Computer Vision (ECCV 2020) | August 2020
  
  Publication
- Learning Joint Spatial-Temporal Transformations for Video Inpainting
  
  Jianlong Fu
  
  ECCV | July 2020
  
  Publication Project
- Learning Texture Transformer Network for Image Super-Resolution
  
  Fuzhi Yang, Huan Yang, Jianlong Fu, Hongtao Lu, Baining Guo
  
  CVPR 2020 | June 2020
  
  Publication Project
- Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences
  
  Shizhe Chen, Bei Liu, Jianlong Fu, Ruihua Song, Qin Jin, Pingping Lin, Xiaoyu Qi, Chunting Wang, Jin Zhou
  
  ACM Multimedia | October 2019
  
  Publication Project
- WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao, Lei Zhang
  
  ICCV | October 2019
  
  Publication Project
- Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting
  
  Jianlong Fu, Baining Guo
  
  CVPR | July 2019
  
  Editor(s): Yanhong Zeng, Jianlong Fu,Hongyang Chao, Baining Guo
  
  Publication Project
- Emotion Reinforced Visual Storytelling
  
  Nanxing Li, Bei Liu, Zhizhong Han, Yu-Shen Liu, Jianlong Fu
  
  ICMR | June 2019
  
  Publication Project
- Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions
  
  Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo
  
  Conference on Empirical Methods in Natural Language Processing | October 2018
  
  Publication
- What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape
  
  Shintami Chusnul Hidayati, Jianlong Fu, Wen-Huang Cheng
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2018
  
  Publication
- Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training
  
  Bei Liu, Jianlong Fu, Makoto P. Kato, Masatoshi Yoshikawa
  
  2018 ACM Multimedia | October 2018
  
  Best Paper Award
  
  DOI Publication PDF Project
- Deep Attention Neural Tensor Network for Visual Question Answering
  
  Yalong Bai, Jianlong Fu, Tiejun Zhao, Tao Mei
  
  European Conference on Computer Vision | September 2018
  
  Publication
- DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks
  
  Shuang Ma, Jianlong Fu, ChangWen Chen, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | June 2018
  
  Publication
- Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training
  
  Jing Wang, Jianlong Fu, Jinhui Tang, Zechao Li, Tao Mei
  
  The AAAI Conference on Artificial Intelligence (AAAI), 2018. | February 2018
  
  Publication Project
- Self-view Grounding Given a Narrated 360 Video
  
  Shih-Han Chou, Jianlong Fu, Min Sun
  
  AAAI Conference on Artificial Intelligence | February 2018
  
  Publication Project
- Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner
  
  Tseng-Hung Chen, Jianlong Fu, Min Sun
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Searching Personal Photos on the Phone with Instant Visual Qery Suggestion and Joint Text-Image Hashing
  
  Zhaoyang Zeng, Jianlong Fu, Hongyang Chao, Tao Mei
  
  ACM International Conference on Multimedia (ACM Multimedia) | October 2017
  
  Publication
- Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition (ICCV 2017 Oral)
  
  Heliang Zheng, Jianlong Fu, Tao Mei, Jiebo Luo
  
  IEEE International Conference on Computer Vision (ICCV) | October 2017
  
  Publication Project
- Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)
  
  Jianlong Fu (jianf), Heliang Zheng, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Multi-level Attention Networks for Visual Question Answering
  
  Dongfei Yu, Jianlong Fu, Yong Rui, Tao Mei
  
  IEEE Conference on Computer Vision and Pattern Recognition (CVPR) | July 2017
  
  Publication Project
- Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks
  
  Yu Liu, Jianlong Fu, Tao Mei, Chang Wen Chen
  
  February 2017
  
  Publication Project
- Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks
  
  Jingwen Wang, Jianlong Fu, Yong Xu, Tao Mei
  
  International Joint Conference on Artificial Intelligence (IJCAI) | August 2016
  
  Publication Project
- Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging
  
  Jianlong Fu, Yue Wu, Tao Mei, Jinqiao Wang, Hanqing Lu, Yong Rui
  
  December 2015
  
  Publication Project
- Tagging Personal Photos with Transfer Deep Learning
  
  Jianlong Fu, Tao Mei, Kuiyuan Yang, Hanqing Lu, Yong Rui
  
  International World Wide Web conference (WWW) | May 2015
  
  Publication Project
- Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution
  
  Y. Ma, Huan Yang, Wenhan Yang, Jianlong Fu, Jiaying Liu
  
  ArXiv | May 2023, Vol abs/2305.15357
  
  DOI PDF
- Reference-Based Defect Detection Network
  
  Zhaoyang Zeng, Bei Liu, Jianlong Fu, Hongyang Chao
  
  IEEE Transactions on Image Processing | July 2021, Vol 30: pp. 6637-6647
  
  Publication
- Advances in deep learning approaches for image tagging
  
  Jianlong Fu, Yong Rui
  
  APSIPA Transactions on Signal and Information Processing | October 2017
  
  Publication
- Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
  
  Zhicheng Huang*, Zhaoyang Zeng*, Bei Liu, Dongmei Fu, Jianlong Fu
  
  MSR-TR-2020-51 | April 2020
  
  Published by Microsoft
  
  Publication Project
- Learning Rich Image Region Representation for Visual Question Answering
  
  Bei Liu, Zhicheng Huang, Zhaoyang Zeng, Zheyu Chen, Jianlong Fu
  
  MSR-TR-2020-1 | June 2019
  
  Published by Microsoft
  
  CVPR 2019, VQA Workshop
  
  Publication Project

Jianlong Fu

Publications

TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models

CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

PromptFix: You Prompt and We Fix the Photo

Zero-Reference Low-Light Enhancement via Physical Quadruple Priors

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution

MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation

Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning

Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions

Learning Trajectory-Aware Transformer for Video Super-Resolution

MiniViT: Compressing Vision Transformers with Weight Multiplexing

Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers

Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training

Searching the Search Space of Vision Transformer

Learning Fine-Grained Motion Embedding for Landscape Animation

A Picture is Worth a Thousand Words: A Unified System for Diverse Captions and Rich Images Generation

Domain-Aware Universal Style Transfer

Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment

AutoFormer: Searching Transformers for Visual Recognition

Learning Spatio-Temporal Transformer for Visual Tracking

Rethinking and Improving Relative Position Encoding for Vision Transformer

MMPT’21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding

Reference-Based Defect Detection Network

Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning

LightTrack: Finding Lightweight Neural Networks for Object Tracking via One-Shot Architecture Search

One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking

Aesthetic-Aware Image Style Transfer

Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

Learning Semantic-aware Normalization for Generative Adversarial Networks

Learning Joint Spatial-Temporal Transformations for Video Inpainting

Ocean: Object-aware Anchor-free Tracking

Learning Joint Spatial-Temporal Transformations for Video Inpainting

Learning Texture Transformer Network for Image Super-Resolution

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences

WSOD^2: Learning Bottom-up and Top-down Objectness Distillation for Weakly-supervised Object Detection

Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Emotion Reinforced Visual Storytelling

Learning Rich Image Region Representation for Visual Question Answering

Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions

What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape

Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training

Deep Attention Neural Tensor Network for Visual Question Answering

DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks

Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training

Self-view Grounding Given a Narrated 360 Video

Learning Multi-Attention Convolutional Neural Network for Fine-Grained Image Recognition (ICCV 2017 Oral)

Searching Personal Photos on the Phone with Instant Visual Qery Suggestion and Joint Text-Image Hashing

Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner

Advances in deep learning approaches for image tagging

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)

Multi-level Attention Networks for Visual Question Answering

Let Your Photos Talk: Generating Narrative Paragraph for Photo Stream via Bidirectional Attention Recurrent Neural Networks

Beyond Object Recognition: Visual Sentiment Analysis with Deep Coupled Adjective and Noun Neural Networks

Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging

Tagging Personal Photos with Transfer Deep Learning

TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models

CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

Solving Diffusion ODEs with Optimal Boundary Conditions for Better Image Super-Resolution

Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning

Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning

Learning Semantic-aware Normalization for Generative Adversarial Networks

Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

Aesthetic-Aware Image Style Transfer

Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

Neural Storyboard Artist: Visualizing Stories with Coherent Image Sequences

Learning Rich Image Region Representation for Visual Question Answering

Emotion Reinforced Visual Storytelling

Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions

What Dress Fits Me Best? Fashion Recommendation on the Clothing Style for Personal Body Shape

Beyond Narrative Description: Generating Poetry from Images by Multi-Adversarial Training

Deep Attention Neural Tensor Network for Visual Question Answering

DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks

Show, Reward and Tell: Automatic Generation of Narrative Paragraph from Photo Stream by Adversarial Training

Look Closer to See Better: Recurrent Attention Convolutional Neural Network for Fine-grained Image Recognition (CVPR 2017 Oral)

Multi-level Attention Networks for Visual Question Answering

Relaxing from Vocabulary: Robust Weakly-Supervised Deep Learning for Vocabulary-Free Image Tagging

CogACT: A Foundational Vision-Language-Action Model for Synergizing Cognition and Action in Robotic Manipulation

PromptFix: You Prompt and We Fix the Photo