Jingjing Chen is now an associate professor at the School of Computer Science, Fudan University. Before that, she was a postdoc research fellow at the School of Computing in National University of Singapore, working with Prof. Tat-Seng Chua. She received her Ph.D. degree in Computer Science from City University of Hong Kong in July 2018, supervised by Prof. Chong-Wah Ngo. She received her master degree from Tianjin University in 2014, supervied by Prof. Xiaochun Cao and got her Bachelor degree in Wuhan University of Technology, in 2011.

Her research interest lies in the areas of robust AI, multimedia content analysis, and deep learning.

Conference and Journal

• MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection pdf
  Yang Jiao, Zequn Jie, Shaoxiang Chen, Jingjing Chen, Lin Ma, Yu-Gang Jiang
  CVPR, 2023.
  
  
• Enhancing the Self-Universality for Transferable Targeted Attacks pdf
  Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
  CVPR, 2023.
  
  
• SVFormer: Semi-Supervised Video Transformer for Action Recognition pdf
  Zhen Xing, Qi Dai, Han Hu, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
  CVPR, 2023.
  
  
• Cross-Modal Transferable Adversarial Attacks from Images to Videos pdf
  Zhipeng Wei, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
  CVPR, 2022.
  
  
• Balanced Contrastive Learning for Long-Tailed Visual Recognition pdf
  Jianggang Zhu, Zheng Wang, Jingjing Chen, Yi-Ping Phoebe Chen, Yu-Gang Jiang
  CVPR, 2022.
  
  
• ObjectFormer for Image Manipulation Detection and Localization pdf
  Junke Wang, Zuxuan Wu, Jingjing Chen, Xintong Han, Abhinav Shrivastava, Ser-Nam Lim, Yu-Gang Jiang
  CVPR 2022.
  
  
• MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes pdf
  Yang Jiao, Shaoxiang Chen, Zequn Jie, Jingjing Chen, Lin Ma, Yu-Gang Jiang
  ECCV 2022.
  
  
• Generalized Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data pdf
  Yuqian Fu, Yanwei Fu, Jingjing Chen, Yu-Gang Jiang
  IEEE TIP, 2022.
  
  
• TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning pdf
  Linhai Zhuo, Yuqian Fu, Jingjing Chen, Yixin Cao, Yu-Gang Jiang
  ACM Multimedia, 2022.
  
  
• ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning pdf
  Yuqian Fu, Yu Xie, Yanwei Fu, Jingjing Chen, Yu-Gang Jiang
  ACM Multimedia, 2022.
  
  
• Mix-DANN and Dynamic-Modal-Distillation for Video Domain Adaptation pdf
  Yuehao Yin, Bin Zhu, Jingjing Chen, Lechao Cheng, Yu-Gang Jiang
  ACM Multimedia, 2022.
  
  
• Boosting the Transferability of Video Adversarial Examples via Temporal Translation pdf
  Zhipeng Wei, Jingjing Chen*, Zuxuan Wu, Yu-Gang Jiang*
  AAAI, 2022.
  
  
• Attacking Video Recognition Models with Bullet-Screen Comments pdf
  Kai Chen, Zhipeng Wei, Jingjing Chen*, Zuxuan Wu, Yu-Gang Jiang*
  AAAI, 2022.
  
  
• Towards transferable adversarial attacks on vision transformers pdf
  Zhipeng Wei, Jingjing Chen, Micah Goldblum, Zuxuan Wu, Tom Goldstein, Yu-Gang Jiang
  AAAI, 2022.
  
  
• Two-stage Visual Cues Enhancement Network for Referring Image Segmentation pdf
  Yang Jiao, Zequn Jie, Weixin Luo, Jingjing Chen*, Yu-Gang Jiang, Xiaolin Wei, Lin Ma*
  ACM Multimedia, 2021.
  
  
• Visual Co-Occurrence Alignment Learning for Weakly-Supervised Video Moment Retrieval pdf
  Zheng Wang, Jingjing Chen, Yu-Gang Jiang
  ACM Multimedia, 2021.
  
  
• Fine-grained Cross-modal Alignment Network for Text-Video Retrieval pdf
  Ning Han, Jingjing Chen, Guangyi Xiao, Hao Zhang, Yawen Zeng, Hao Chen
  ACM Multimedia, 2021.
  
  
• VideoLT: Large-scale Long-tailed Video Recognition pdf
  Xing Zhang, Zuxuan Wu, Zejia Weng, Huazhu Fu, Jingjing Chen, Yu-Gang Jiang, Larry Davis
  ICCV, 2021.
  
  
• Spatial-temporal Graphs for Cross-modal Text2Video Retrieval pdf
  Xue Song, Jingjing Chen, Zuxuan Wu, Yu-Gang Jiang
  IEEE TMM, 2021.
  
  
• Mixed Dish Recognition with Contextual Relation and Domain Alignment pdf
  Lixi Deng, Jingjing Chen*, Chong-Wah Ngo, Qianru Sun, Sheng Tang, Yongdong Zhang, Tat-Seng Chua
  IEEE TMM, 2021.
  
  
• A Study of Multi-Task and Region-Wise Deep Learning for Food Ingredient Recognition pdf
  Jingjing Chen, Bin Zhu, Chong-Wah Ngo, Tat-Seng Chua, Yu-Gang Jiang
  IEEE TIP, 2020.
  
  
• A Hybrid Approach for Detecting Prerequisite Relations in Multi-modal Food Recipes pdf
  Liangming Pan, Jingjing Chen*, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Tat-Seng Chua
  IEEE TMM, 2020.
  
  
• Wilddeepfake: A challenging real-world dataset for deepfake detection pdf
  Bojia Zi, Minghao Chang, Jingjing Chen, Xingjun Ma, Yu-Gang Jiang
  ACM Multimedia, 2020.
  
  
• Multi-modal cooking workflow construction for food recipes pdf
  Liang-Ming Pan, Jingjing Chen*, Jianlong Wu, Shaoteng Liu, Chong-Wah Ngo, Min-Yen Kan, Yugang Jiang, Tat-Seng Chua
  IEEE TMM, 2020.
  
  
• Person-level Action Recognition in Complex Events via TSD-TSM Networks pdf
  Yanbin Hao, Zi-Niu Liu, Hao Zhang, Bin Zhu, Jingjing Chen, Yu-Gang Jiang, Chong-Wah Ngo
  ACM Multimedia, 2020.
  
  
• Video Relation Detection via Multiple Hypothesis Association pdf
  Zixuan Su, Xindi Shang, Jingjing Chen, Yu-Gang Jiang, Zhiyong Qiu, Tat-Seng Chua
  ACM Multimedia, 2020.
  
  
• Cross-domain Cross-modal Food Transfer pdf
  Bin Zhu, Chong-Wah Ngo, Jingjing Chen
  ACM Multimedia, 2020.
  
  
• Visual Relations Augmented Cross-modal Retrieval pdf
  Yutian Guo, Jingjing Chen, Hao Zhang, Yu-Gang Jiang
  ACM ICMR, 2020.
  
  
• Hyperbolic Visual Embedding Learning for Zero-Shot Recognition pdf
  Shaoteng Liu, Jingjing Chen*, Liangming Pan, Chong-Wah Ngo, Tat-Seng Chua
  CVPR, 2020.
  
  
• Zero-shot Ingredient Recognition by Multi-Relational Graph Convolutional Network pdf
  Jingjing Chen, Liangming Pan, Zhipeng Wei, Xiang Wang, Chong-Wah Ngo, Tat-Seng Chua
  AAAI, New York, USA, February, 2020.
  
  
• Heuristic Black-box Adversarial Attacks on Video Recognition Models pdf
  Zhipeng Wei, Jingjing Chen, Xingxing Wei, Linxi Jiang, Tat-Seng Chua, FengFeng Zhou, Yu-Gang Jiang
  AAAI, New York, USA, February, 2020.
  
  
• Mixed-dish Recognition with Contextual Relation Networks pdf
  Lixi Deng, Jingjing Chen*, Xiangnan He, Qianru Sun, Sheng Tang, Zhaoyan Ming, Yongdong Zhang and Tat-Seng Chua
  ACM Multimedia (ACM MM), Nice, France, October, 2019.
  
  
• DietLens-Eout: Large Scale Restaurant Food Photo Recognition pdf
  Zhipeng Wei, Jingjing Chen, Zhaoyan Ming, Chong-Wah NGO, Tat-Seng Chua and Fengfeng Zhou
  ICMR, Ottawa, Canada, June, 2019.
  
  
• Mix-dish Recognition Through Multi-label Learning pdf
  Yunan Wang, Jingjing Chen, Chong-Wah NGO, Zhaoyan Ming, Tat-Seng Chua and Wanli Zuo
  Workshop on Multimedia for Cooking and Eating Activities (CEA), Ottawa, Canada, June, 2019.
  
  
• R2GAN: Cross-modal Recipe Retrieval with Generative Adversarial Networks pdf
  Bin Zhu,Chong-Wah NGO, Jingjing Chen and Yanbin Hao
  CVPR, Long Beach, CA, USA, June, 2019.
  
  
• Deep Understanding of Cooking Procedures for Cross-modal Recipe Retrieval pdf
  Jingjing Chen, Chong-Wah NGO, Fuli Feng and Tat-Seng Chua
  ACM Multimedia (ACM MM), Seoul, Korea, October, 2018.
  
  
• Cross-modal Recipe Retrieval with Stacked Attention Model pdf
  Jingjing Chen, Lei Pang and Chong-Wah NGO
  Multimedia Tools and Applications, Volume 77, 2018.
  
  
• Food Photo Recognition for Dietary Tracking: System and Experiment pdf
  Zhaoyan Ming, Jingjing Chen, Yu Cao, Ciaran Forde, Chong-Wah NGO and Tat-Seng Chua
  Multimedia Modeling (MMM), Bangkok, Thailand, January, 2018.
  
  
• Cross-modal Recipe Retrieval with Rich Food Attributes pdf
  Jingjing Chen, Chong-Wah NGO and Tat-Seng Chua
  ACM Multimedia (ACM MM), Mountain View, CA, USA, October, 2017. (oral)
  
  
• PIC2DISH: A Customized Cooking Assistant System pdf
  Yongsheng An, Yu Cao, Jingjing Chen, Chong-Wah Ngo, Jia Jia, Huanbo Luan and Tat-Seng Chua
  ACM Multimedia (ACM MM), Mountain View, CA, USA, October, 2017.
  
  
• Cross-modal Recipe Retrieval: How to Cook This Dish? pdf
  Jingjing Chen, Lei Pang and Chong-Wah NGO
  International Conference on Multimedia Modeling(MMM), Reykjavi, Iceland, January, 2017. (Best Student Paper Award)
  
  
• Deep-based Ingredient Recognition for Cooking Recipe Retrieval pdf
  Jingjing Chen and Chong-Wah Ngo
  ACM Multimedia (ACM MM), Amsterdam, Netherlands, October, 2016. (Best Student Paper Award)
  
  
• Image aesthetics enhancement using composition-based saliency detection
  Handong Zhao, Jingjing Chen, Yahong Han and Xiaochun Cao
  Multimedia System, vol. 21, no. 2, pp. 159-168, 2015
  
  
• VIREO@TRECVID 2014: Instance Search and Semantic Indexing pdf
  Wei Zhang, Hao Zhang, Ting Yao, Yijie Lu, Jingjing Chen and Chong-Wah NGO
  NIST TRECVID Workshop (TRECVID'14), Orlando, USA, November, 2014
  
  
• Object Coding on the Semantic Graph for Scene Classification
  Jingjing Chen, Yahong Han, Xiaochun Cao and Qi Tian
  ACM Multimedia (ACM MM), Barcelona, Spain, October 2013.
  
  
• Visual Saliency Detection Based on Photographic Composition
  Jingjing Chen, Handong Zhao, Yahong Han and Xiaochun Cao
  International Conference on Internet Multimedia Computing and Service (ICIMCS), huangshan, Anhui, China, August 2013. (Best Paper Honorable Mention)
  
  
• Feature selection with Spatial Path Coding for Multimedia Analysis
  Yahong Han, Jingjing Chen and Xiaochun Cao
  Information Sciences, vol. 281, pp. 523-525, 2014
  
  
• Object clique representation for scene classification
  Jingjing Chen, Xiaochun Cao and Bao Zhang
  International Conference on Pattern Recognition (ICPR), Tsukuba, Japan, November, 2012.
  
  

Thesis

• Cross-modal Cooking Recipe Retrieval pdf