Congbo Ma

According to our database, Congbo Ma authored at least 25 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis.

Hu Wang, David Butler, Yuan Zhang, Jodie Avery, Steven Knox, Congbo Ma, Louise Hull, Gustavo Carneiro

CoRR, 2024

Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation.

Congbo Ma, Wei Emma Zhang, Dileepa Pitawela, Haojie Zhuang, Yanfeng Shu

CoRR, 2024

Enhancing Multi-modal Learning: Meta-learned Cross-modal Knowledge Distillation for Handling Missing Modalities.

Hu Wang, Congbo Ma, Yuyuan Liu, Yuanhong Chen, Yu Tian, Jodie Avery, Louise Hull, Gustavo Carneiro

CoRR, 2024

An Efficient Automatic Meta-Path Selection for Social Event Detection via Hyperbolic Space.

Zitai Qiu, Congbo Ma, Jia Wu, Jian Yang

Proceedings of the ACM on Web Conference 2024, 2024

Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification.

Jing Du, Guangwei Dong, Congbo Ma, Shan Xue, Jia Wu, Jian Yang, Amin Beheshti, Quan Z. Sheng, Alexis Giral

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Disentangling Specificity for Abstractive Multi-document Summarization.

Congbo Ma, Wei Emma Zhang, Hu Wang, Haojie Zhuang, Mingyu Guo

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Data Hiding With Deep Learning: A Survey Unifying Digital Watermarking and Steganography.

Zihan Wang, Olivia Byrnes, Hu Wang, Ruoxi Sun, Congbo Ma, Huaming Chen, Qi Wu, Minhui Xue

IEEE Trans. Comput. Soc. Syst., December, 2023

Multi-document Summarization via Deep Learning Techniques: A Survey.

Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng

ACM Comput. Surv., 2023

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality.

Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro

CoRR, 2023

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality.

Hu Wang, Congbo Ma, Jianpeng Zhang, Yuan Zhang, Jodie Avery, Louise Hull, Gustavo Carneiro

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Multi-Modal Learning with Missing Modality via Shared-Specific Feature Modelling.

Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization.

Congbo Ma, Wei Emma Zhang, Pitawelayalage Dasun Dileepa Pitawela, Yutong Qu, Haojie Zhuang, Hu Wang

CoRR, 2022

Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization.

Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo

Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

An Empirical Study on Topic Preservation in Multi-Document Summarization.

Mong Yuan Sim, Wei Emma Zhang, Congbo Ma

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Learning From the Source Document: Unsupervised Abstractive Summarization.

Haojie Zhuang, Wei Emma Zhang, Jian Yang, Congbo Ma, Yutong Qu, Quan Z. Sheng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Uncertainty-Aware Multi-modal Learning via Cross-Modal Random Network Prediction.

Hu Wang, Jianpeng Zhang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography.

Olivia Byrnes, Wendy La, Hu Wang, Congbo Ma, Minhui Xue, Qi Wu

CoRR, 2021

Kernel Agnostic Real-world Image Super-resolution.

Hu Wang, Congbo Ma, Chunhua Shen

CoRR, 2021

Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline.

Hu Wang, Hao Chen, Qi Wu, Congbo Ma, Yidong Li, Chunhua Shen

CoRR, 2021

Improving Deep Learning based Multi-document Summarization through Linguistic Knowledge.

Congbo Ma

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

2020

Unsupervised Representation Learning by Predicting Random Distances.

Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

The 10 Research Topics in the Internet of Things.

Wei Emma Zhang, Quan Z. Sheng, Adnan Mahmood, Dai Hoang Tran, Munazza Zaib, Salma Abdalla Hamad, Abdulwahab Aljubairy, Ahoud Abdulrahmn F. Alhazmi, Subhash Sagar, Congbo Ma

Proceedings of the 6th IEEE International Conference on Collaboration and Internet Computing, 2020

2019

Multi-label Thoracic Disease Image Classification with Cross-Attention Networks.

Congbo Ma, Hu Wang, Steven C. H. Hoi

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Randomized online CP decomposition.

Congbo Ma, Xiaowei Yang, Hu Wang

Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018

2017

A Fast Image Matting Method Based on Interval-Line Sampling.

Hu Wang, Zhongming Yang, Congbo Ma, Hongyue Wu, Mingting Ouyang

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017