Congbo Ma

59 papers A* 6B 1C 1Journal 29Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-Lingual Empirical Evaluation of Large Language Models for Arabic Medical Tasks.
CoRR
Chaimae Abouzahir, Congbo Ma, Nizar Habash, Farah E. Shamout
2026 A* conf
LHG: LLM-enhanced and Heterogeneous Graph-induced for Unsupervised Social Event Detection.
WWW
Zitai Qiu, Rongwei Xu, Congbo Ma, Shan Xue, Jian Yang, Guanfeng Liu, Quan Z. Sheng, Amin Beheshti, Jia Wu
2026 J jnl
MedErrBench: A Fine-Grained Multilingual Benchmark for Medical Error Detection and Correction with Clinical Expert Annotations.
CoRR
Congbo Ma, Yichun Zhang, Yousef Al-Jazzazi, Ahamed Foisal, Laasya Sharma, Yousra Sadqi, Khaled Saleh, Jihad Mallat, Farah E. Shamout
2026 A* conf
PIGCN: Physics-Inspired Graph Convolution Networks for Heterogeneous Social Event Detection.
WWW
Yongsheng Yu, Congbo Ma, Zitai Qiu, Shan Xue, Jian Yang, Jia Wu
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part I
ADMA (1)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part II
ADMA (2)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part III
ADMA (3)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part IV
ADMA (4)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part V
ADMA (5)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — ed.
Advanced Data Mining and Applications - 20th International Conference, ADMA 2024, Sydney, NSW, Australia, December 3-5, 2024, Proceedings, Part VI
ADMA (6)
Quan Z. Sheng, Gill Dobbie, Jing Jiang, Xuyun Zhang, Wei Emma Zhang, Yannis Manolopoulos, Jia Wu, Wathiq Mansoor, Congbo Ma
2025 — conf
Enhanced Social Event Detection through Dynamically Weighted Meta-Paths Modeling.
WWW (Companion Volume)
Congbo Ma, Zitai Qiu, Hu Wang, Jing Du, Shan Xue, Jia Wu, Jian Yang
2025 — conf
Explicit and Implicit Data Augmentation for Social Event Detection.
ACL (1)
Congbo Ma, Yuxia Wang, Jia Wu, Jian Yang, Jing Du, Zitai Qiu, Qing Li, Hu Wang, Preslav Nakov
2025 J jnl
Explicit and Implicit Data Augmentation for Social Event Detection.
CoRR
Congbo Ma, Yuxia Wang, Jia Wu, Jian Yang, Jing Du, Zitai Qiu, Qing Li, Hu Wang, Preslav Nakov
2025 — conf
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs.
ACL (1)
Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025 J jnl
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs.
CoRR
Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025 J jnl
In-Model Merging for Enhancing the Robustness of Medical Imaging Classification Models.
CoRR
Hu Wang, Ibrahim Almakky, Congbo Ma, Numan Saeed, Mohammad Yaqub
2025 J jnl
Kalman Filter Enhanced GRPO for Reinforcement Learning-Based Language Model Reasoning.
CoRR
Hu Wang, Congbo Ma, Ian D. Reid, Mohammad Yaqub
2025 — conf
Rethinking Transformer-Based Multi-Document Summarization: An Empirical Investigation.
ADMA (2)
Congbo Ma, Wei Zhang, Dileepa Pitawela, Haojie Zhuang, Yanfeng Shu, Qing Li, Hu Wang
2025 — conf
Text is All You Need: LLM-enhanced Incremental Social Event Detection.
ACL (1)
Zitai Qiu, Congbo Ma, Jia Wu, Jian Yang
2025 J jnl
TransPrune: Token Transition Pruning for Efficient Large Vision-Language Model.
CoRR
Ao Li, Yuxiang Duan, Jinghui Zhang, Congbo Ma, Yutong Xie, Gustavo Carneiro, Mohammad Yaqub, Hu Wang
2025 — conf
Uncertainty Quantification for Machine Learning in Healthcare: A Survey.
CHIL
Leopoldo Julian Lechuga López, Shaza Elsharief, Dhiyaa Al Jorf, Firas Darwish, Congbo Ma, Farah E. Shamout
2025 J jnl
Uncertainty Quantification for Machine Learning in Healthcare: A Survey.
CoRR
L. Julián Lechuga López, Shaza Elsharief, Dhiyaa Al Jorf, Firas Darwish, Congbo Ma, Farah E. Shamout
2024 A* conf
An Efficient Automatic Meta-Path Selection for Social Event Detection via Hyperbolic Space.
WWW
Zitai Qiu, Congbo Ma, Jia Wu, Jian Yang
2024 B conf
Disentangling Specificity for Abstractive Multi-document Summarization.
IJCNN
Congbo Ma, Wei Emma Zhang, Hu Wang, Haojie Zhuang, Mingyu Guo
2024 J jnl
Disentangling Specificity for Abstractive Multi-document Summarization.
CoRR
Congbo Ma, Wei Emma Zhang, Hu Wang, Haojie Zhuang, Mingyu Guo
2024 — conf
Distributionally-Adaptive Variational Meta Learning for Brain Graph Classification.
MICCAI (10)
Jing Du, Guangwei Dong, Congbo Ma, Shan Xue, Jia Wu, Jian Yang, Amin Beheshti, Quan Z. Sheng, Alexis Giral
2024 — conf
Enhancing Chemistry-Domain Scientific Paper Summarization by Knowledge Graphs.
ADMA (2)
Yutong Qu, Jian Yang, Weitong Chen, Yan Jiao, Lishan Yang, Congbo Ma
2024 J jnl
Enhancing Multi-modal Learning: Meta-learned Cross-modal Knowledge Distillation for Handling Missing Modalities.
CoRR
Hu Wang, Congbo Ma, Yuyuan Liu, Yuanhong Chen, Yu Tian, Jodie Avery, Louise Hull, Gustavo Carneiro
2024 J jnl
Human-AI Collaborative Multi-modal Multi-rater Learning for Endometriosis Diagnosis.
CoRR
Hu Wang, David Butler, Yuan Zhang, Jodie Avery, Steven Knox, Congbo Ma, Louise Hull, Gustavo Carneiro
2024 J jnl
Learning To Sample the Meta-Paths for Social Event Detection.
CoRR
Congbo Ma, Hu Wang, Zitai Qiu, Shan Xue, Jia Wu, Jian Yang, Preslav Nakov, Quan Z. Sheng
2024 J jnl
Rethinking Transformer-based Multi-document Summarization: An Empirical Investigation.
CoRR
Congbo Ma, Wei Emma Zhang, Dileepa Pitawela, Haojie Zhuang, Yanfeng Shu
2024 J jnl
Rethinking Weight-Averaged Model-merging.
CoRR
Hu Wang, Congbo Ma, Ibrahim Almakky, Ian Reid, Gustavo Carneiro, Mohammad Yaqub
2023 J jnl
Data Hiding With Deep Learning: A Survey Unifying Digital Watermarking and Steganography.
IEEE Trans. Comput. Soc. Syst.
Zihan Wang, Olivia Byrnes, Hu Wang, Ruoxi Sun, Congbo Ma, Huaming Chen, Qi Wu, Minhui Xue
2023 — conf
Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality.
MICCAI (4)
Hu Wang, Congbo Ma, Jianpeng Zhang, Yuan Zhang, Jodie Avery, Louise Hull, Gustavo Carneiro
2023 J jnl
Learnable Cross-modal Knowledge Distillation for Multi-modal Learning with Missing Modality.
CoRR
Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro
2023 A* conf
Multi-Modal Learning with Missing Modality via Shared-Specific Feature Modelling.
CVPR
Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro
2023 J jnl
Multi-document Summarization via Deep Learning Techniques: A Survey.
ACM Comput. Surv.
Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng
2023 J jnl
Multi-modal Learning with Missing Modality via Shared-Specific Feature Modelling.
CoRR
Hu Wang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro
2022 — conf
An Empirical Study on Topic Preservation in Multi-Document Summarization.
AACL/IJCNLP 2022 (Student Research Workshop)
Mong Yuan Sim, Wei Emma Zhang, Congbo Ma
2022 J jnl
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization.
CoRR
Congbo Ma, Wei Emma Zhang, Pitawelayalage Dasun Dileepa Pitawela, Yutong Qu, Haojie Zhuang, Hu Wang
2022 C conf
Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization.
PACLIC
Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo
2022 — conf
Learning From the Source Document: Unsupervised Abstractive Summarization.
EMNLP (Findings)
Haojie Zhuang, Wei Emma Zhang, Jian Yang, Congbo Ma, Yutong Qu, Quan Z. Sheng
2022 — conf
Uncertainty-Aware Multi-modal Learning via Cross-Modal Random Network Prediction.
ECCV (37)
Hu Wang, Jianpeng Zhang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro
2022 J jnl
Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction.
CoRR
Hu Wang, Jianpeng Zhang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro
2021 J jnl
Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography.
CoRR
Olivia Byrnes, Wendy La, Hu Wang, Congbo Ma, Minhui Xue, Qi Wu
2021 A* conf
Improving Deep Learning based Multi-document Summarization through Linguistic Knowledge.
SIGIR
Congbo Ma
2021 J jnl
Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization.
CoRR
Congbo Ma, Wei Emma Zhang, Hu Wang, Shubham Gupta, Mingyu Guo
2021 J jnl
Kernel Agnostic Real-world Image Super-resolution.
CoRR
Hu Wang, Congbo Ma, Chunhua Shen
2021 J jnl
Multi-intersection Traffic Optimisation: A Benchmark Dataset and a Strong Baseline.
CoRR
Hu Wang, Hao Chen, Qi Wu, Congbo Ma, Yidong Li, Chunhua Shen
2020 J jnl
Multi-document Summarization via Deep Learning Techniques: A Survey.
CoRR
Congbo Ma, Wei Emma Zhang, Mingyu Guo, Hu Wang, Quan Z. Sheng
2020 J jnl
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks.
CoRR
Congbo Ma, Hu Wang, Steven C. H. Hoi
2020 J jnl
Randomized Online CP Decomposition.
CoRR
Congbo Ma, Xiaowei Yang, Hu Wang
2020 — conf
The 10 Research Topics in the Internet of Things.
CIC
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
2020 J jnl
The 10 Research Topics in the Internet of Things.
CoRR
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
2020 A* conf
Unsupervised Representation Learning by Predicting Random Distances.
IJCAI
Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma
2019 — conf
Multi-label Thoracic Disease Image Classification with Cross-Attention Networks.
MICCAI (6)
Congbo Ma, Hu Wang, Steven C. H. Hoi
2019 J jnl
Unsupervised Representation Learning by Predicting Random Distances.
CoRR
Hu Wang, Guansong Pang, Chunhua Shen, Congbo Ma
2018 — conf
Randomized online CP decomposition.
ICACI
Congbo Ma, Xiaowei Yang, Hu Wang
2017 — conf
A Fast Image Matting Method Based on Interval-Line Sampling.
CSE/EUC (1)
Hu Wang, Zhongming Yang, Congbo Ma, Hongyue Wu, Mingting Ouyang