A Fast Image Matting Method Based on Interval-Line Sampling. - Hu Wang 005; Zhongming Yang; Congbo Ma; Hongyue Wu; Mingting Ouyang (CSE/EUC (1), 2017)

Randomized online CP decomposition. - Congbo Ma; Xiaowei Yang; Hu Wang 005 (ICACI, 2018)

Multi-label Thoracic Disease Image Classification with Cross-Attention Networks. - Congbo Ma; Hu Wang 005; Steven C. H. Hoi (MICCAI (6), 2019)

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 (CIC, 2020)

Unsupervised Representation Learning by Predicting Random Distances. - Hu Wang 005; Guansong Pang; Chunhua Shen; Congbo Ma (IJCAI, 2020)

Improving Deep Learning based Multi-document Summarization through Linguistic Knowledge. - Congbo Ma (SIGIR, 2021)

Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline. - Hu Wang 005; Hao Chen 041; Qi Wu 001; Congbo Ma; Yidong Li; Chunhua Shen (CoRR, 2021)

Kernel Agnostic Real-world Image Super-resolution. - Hu Wang 005; Congbo Ma; Chunhua Shen (CoRR, 2021)

Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography. - Olivia Byrnes; Wendy La; Hu Wang 005; Congbo Ma; Minhui Xue 001; Qi Wu 001 (CoRR, 2021)

Uncertainty-Aware Multi-modal Learning via Cross-Modal Random Network Prediction. - Hu Wang 005; Jianpeng Zhang; Yuanhong Chen; Congbo Ma; Jodie Avery; Louise Hull; Gustavo Carneiro 001 (ECCV (37), 2022)

Learning From the Source Document: Unsupervised Abstractive Summarization. - Haojie Zhuang; Wei Emma Zhang; Jian Yang 001; Congbo Ma; Yutong Qu; Quan Z. Sheng (EMNLP (Findings), 2022)

An Empirical Study on Topic Preservation in Multi-Document Summarization. - Mong Yuan Sim; Wei Emma Zhang; Congbo Ma (AACL/IJCNLP 2022 (Student Research Workshop), 2022)

Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization. - Congbo Ma; Wei Emma Zhang; Hu Wang 005; Shubham Gupta; Mingyu Guo (PACLIC, 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 005 (CoRR, 2022)

Multi-Modal Learning with Missing Modality via Shared-Specific Feature Modelling. - Hu Wang 005; Yuanhong Chen; Congbo Ma; Jodie Avery; Louise Hull; Gustavo Carneiro 001 (CVPR, 2023)

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality. - Hu Wang 005; Congbo Ma; Jianpeng Zhang; Yuan Zhang; Jodie Avery; Louise Hull; Gustavo Carneiro 001 (MICCAI (4), 2023)

Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality. - Hu Wang 005; Yuanhong Chen; Congbo Ma; Jodie Avery; Louise Hull; Gustavo Carneiro 001 (CoRR, 2023)

Multi-document Summarization via Deep Learning Techniques: A Survey. - Congbo Ma; Wei Emma Zhang; Mingyu Guo; Hu Wang 005; Quan Z. Sheng (ACM Comput. Surv., 2023)

Data Hiding With Deep Learning: A Survey Unifying Digital Watermarking and Steganography. - Zihan Wang; Olivia Byrnes; Hu Wang 005; Ruoxi Sun 001; Congbo Ma; Huaming Chen; Qi Wu 001; Minhui Xue 001 (IEEE Trans. Comput. Soc. Syst., 2023)

Enhancing Chemistry-Domain Scientific Paper Summarization by Knowledge Graphs. - Yutong Qu; Jian Yang; Weitong Chen; Yan Jiao; Lishan Yang; Congbo Ma (ADMA (2), 2024)

Disentangling Specificity for Abstractive Multi-document Summarization. - Congbo Ma; Wei Emma Zhang; Hu Wang 005; Haojie Zhuang; Mingyu Guo (IJCNN, 2024)

Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification. - Jing Du 003; Guangwei Dong; Congbo Ma; Shan Xue 001; Jia Wu 001; Jian Yang 001; Amin Beheshti; Quan Z. Sheng; Alexis Giral (MICCAI (10), 2024)

An Efficient Automatic Meta-Path Selection for Social Event Detection via Hyperbolic Space. - Zitai Qiu; Congbo Ma; Jia Wu 001; Jian Yang 001 (WWW, 2024)

Enhancing Multi-modal Learning: Meta-learned Cross-modal Knowledge Distillation for Handling Missing Modalities. - Hu Wang 005; Congbo Ma; Yuyuan Liu; Yuanhong Chen; Yu Tian 001; Jodie Avery; Louise Hull; Gustavo Carneiro 001 (CoRR, 2024)

Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation. - Congbo Ma; Wei Emma Zhang; Dileepa Pitawela; Haojie Zhuang; Yanfeng Shu (CoRR, 2024)

Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis. - Hu Wang 005; David Butler; Yuan Zhang; Jodie Avery; Steven Knox; Congbo Ma; Louise Hull; Gustavo Carneiro 001 (CoRR, 2024)

Rethinking Weight-Averaged Model-merging. - Hu Wang 005; Congbo Ma; Ibrahim Almakky; Ian Reid 001; Gustavo Carneiro 001; Mohammad Yaqub (CoRR, 2024)

Learning To Sample the Meta-Paths for Social Event Detection. - Congbo Ma; Hu Wang 005; Zitai Qiu; Shan Xue 001; Jia Wu 001; Jian Yang 001; Preslav Nakov; Quan Z. Sheng (CoRR, 2024)

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Derui Zhu; Yuxia Wang; Congbo Ma; Chenyang Lyu; Fakhri Karray (ACL (1), 2025)

Explicit and Implicit Data Augmentation for Social Event Detection. - Congbo Ma; Yuxia Wang; Jia Wu 001; Jian Yang 001; Jing Du 003; Zitai Qiu; Qing Li; Hu Wang 003; Preslav Nakov (ACL (1), 2025)

Text is All You Need: LLM-enhanced Incremental Social Event Detection. - Zitai Qiu; Congbo Ma; Jia Wu 001; Jian Yang 001 (ACL (1), 2025)

Uncertainty Quantification for Machine Learning in Healthcare: A Survey. - Leopoldo Julian Lechuga López; Shaza Elsharief; Dhiyaa Al Jorf; Firas Darwish; Congbo Ma; Farah E. Shamout (CHIL, 2025)

Enhanced Social Event Detection through Dynamically Weighted Meta-Paths Modeling. - Congbo Ma; Zitai Qiu; Hu Wang 003; Jing Du 003; Shan Xue 001; Jia Wu 001; Jian Yang 001 (WWW (Companion Volume), 2025)

In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models. - Hu Wang 005; Ibrahim Almakky; Congbo Ma; Numan Saeed; Mohammad Yaqub (CoRR, 2025)

Kalman Filter Enhanced GRPO for Reinforcement Learning-Based Language Model Reasoning. - Hu Wang 005; Congbo Ma; Ian D. Reid 001; Mohammad Yaqub (CoRR, 2025)

TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model. - Ao Li; Yuxiang Duan; Jinghui Zhang; Congbo Ma; Yutong Xie 001; Gustavo Carneiro 001; Mohammad Yaqub; Hu Wang 005 (CoRR, 2025)