| 2026 | EACL | PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing. | Anthony Hughes, Vasisht Duddu, N. Asokan, Nikolaos Aletras, Ning Ma |
| 2026 | ISCA | WaferBRAIN: Whole-Brain Scale Neuromorphic Architecture Based on Wafer-Scale Integration. | Yukun Feng, Hao Jia, Liangyu Gan, Haoming Chu, Yufan He, Jiaxin Yin, Lirong Zheng, Ning Ma, Yuxiang Huan |
| 2026 | WCNC | Deviation-Aware Trajectory Embedding for Fine-Tuning Triggering in DRL-Based Wireless Network Resource Management. | Wei-Jhih Huang, Jin-Min Yang, Ning Ma, Sheng-Liang Wu, Chih-Wei Huang |
| 2025 | EMNLP | How Private are Language Models in Abstractive Summarization? | Anthony Hughes, Nikolaos Aletras, Ning Ma |
| 2025 | ICDE | Characterizing Submanifold Region for Out-of-Distribution Detection: (Extended Abstract). | Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu, Bo Han, Haishuai Wang |
| 2024 | ACL | CODIS: Benchmarking Context-dependent Visual Comprehension for Multimodal Large Language Models. | Fuwen Luo, Chi Chen, Zihao Wan, Zhaolu Kang, Qidong Yan, Yingjie Li, Xiaolong Wang, Siyu Wang, Ziyue Wang, Xiaoyue Mi, Peng Li, Ning Ma, Maosong Sun, Yang Liu |
| 2024 | ICDE | Resource Allocation with Service Affinity in Large-Scale Cloud Environments. | Zuzhi Chen, Fuxin Jiang, Binbin Chen, Yu Li, Yunkai Zhang, Chao Huang, Rui Yang, Fan Jiang, Jianjun Chen, Wu Xiang, Guozhu Cheng, Rui Shi, Ning Ma, Wei Zhang, Tieying Zhang |
| 2024 | Interspeech | Acoustic Effects of Facial Feminisation Surgery on Speech and Singing: A Case Study. | Cliodhna Hughes, Guy J. Brown, Ning Ma, Nicola Dibben |
| 2024 | ISCAS | TSCM: A TCAM-Based Sparse Connection Memory Architecture in Neuromorphic Computing System for Cortical Simulation. | Fanxi Yang, Yuhan He, Ning Ma, Lirong Zheng, Zhuo Zou |
| 2024 | NSDI | NetAssistant: Dialogue Based Network Diagnosis in Data Center Networks. | Haopei Wang, Anubhavnidhi Abhashkumar, Changyu Lin, Tianrong Zhang, Xiaoming Gu, Ning Ma, Chang Wu, Songlin Liu, Wei Zhou, Yongbin Dong, Weirong Jiang, Yi Wang |
| 2023 | CIKM | Homophily-enhanced Structure Learning for Graph Clustering. | Ming Gu, Gaoming Yang, Sheng Zhou, Ning Ma, Jiawei Chen, Qiaoyu Tan, Meihan Liu, Jiajun Bu |
| 2023 | ICASSP | Robust Binaural Sound Localisation with Temporal Attention. | Qi Hu, Ning Ma, Guy J. Brown |
| 2023 | ICCV | Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis. | Ke Liu, Feng Liu, Haishuai Wang, Ning Ma, Jiajun Bu, Bo Han |
| 2023 | Interspeech | Obstructive sleep apnea screening with breathing sounds and respiratory effort: a multimodal deep learning approach. | Hector E. Romero, Ning Ma, Guy J. Brown, Sam Johnson |
| 2023 | IECON | An Efficient End-to-End Lightweight Object Detection Method Based on YOLOv5 for Intelligent Sweeping Robots. | Junyan Tian, Ning Ma, Yu Zhou, Yong Lv, Wenzheng Chi, Lining Sun |
| 2022 | ECCV | Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition. | Ning Ma, Hongyi Zhang, Xuhui Li, Sheng Zhou, Zhen Zhang, Jun Wen, Haifeng Li, Jingjun Gu, Jiajun Bu |
| 2022 | ICASSP | Auditory-Based Data Augmentation for end-to-end Automatic Speech Recognition. | Zehai Tu, Jack Deadman, Ning Ma, Jon Barker |
| 2022 | Interspeech | Exploiting Hidden Representations from a DNN-based Speech Recogniser for Speech Intelligibility Prediction in Hearing-impaired Listeners. | Zehai Tu, Ning Ma, Jon Barker |
| 2022 | Interspeech | Unsupervised Uncertainty Measures of Automatic Speech Recognition for Non-intrusive Speech Intelligibility Prediction. | Zehai Tu, Ning Ma, Jon Barker |
| 2022 | IPEC | Application Research of Attention Mechanism in Machine Reading Comprehension. | Di Wu, Ning Ma, Fucheng Wan |
| 2022 | KDD | An Online Multi-task Learning Framework for Google Feed Ads Auction Models. | Ning Ma, Mustafa Ispir, Yuan Li, Yongpeng Yang, Zhe Chen, Derek Zhiyuan Cheng, Lan Nie, Kishor Barman |
| 2022 | LREC | SNuC: The Sheffield Numbers Spoken Language Corpus. | Emma Barker, Jon Barker, Robert J. Gaizauskas, Ning Ma, Monica Lestari Paramita |
| 2021 | ICASSP | Exploiting Non-Negative Matrix Factorization for Binaural Sound Localization in the Presence of Directional Interference. | Ingvi rnolfsson, Torsten Dau, Ning Ma, Tobias May |
| 2021 | ICASSP | DHASP: Differentiable Hearing Aid Speech Processing. | Zehai Tu, Ning Ma, Jon Barker |
| 2021 | Interspeech | Optimising Hearing Aid Fittings for Speech in Noise with a Differentiable Hearing Loss Model. | Zehai Tu, Ning Ma, Jon Barker |
| 2020 | CIKM | Adaptive-Step Graph Meta-Learner for Few-Shot Graph Classification. | Ning Ma, Jiajun Bu, Jieyu Yang, Zhen Zhang, Chengwei Yao, Zhi Yu, Sheng Zhou, Xifeng Yan |
| 2020 | ECAI | Online Blood Glucose Prediction Using Autoregressive Moving Average Model with Residual Compensation Network. | Ning Ma, Yuhang Zhao, Shuang Wen, Tao Yang, Ruikun Wu, Rui Tao, Xia Yu, Hongru Li |
| 2020 | ECAI | Multi-Scale Long Short-Term Memory Network with Multi-Lag Structure for Blood Glucose Prediction. | Tao Yang, Ruikun Wu, Rui Tao, Shuang Wen, Ning Ma, Yuhang Zhao, Xia Yu, Hongru Li |
| 2020 | ICASSP | Snorer Diarisation Based On Deep Neural Network Embeddings. | Hector E. Romero, Ning Ma, Guy J. Brown |
| 2020 | ICCE | Changes in the effect of concept map-based autonomous learning under different levels of self-regulation. | Lu Cheng, Fan Chen, Jiayu Niu, Xueying Xu, Ning Ma |
| 2020 | ICCE | Investigate the Influence of Interactive Immediacy on Collaborative Knowledge Construction in Online Discussions. | Wanyu Zhang, Luyue Li, Lei Zhang, Fan Ye, Ning Ma |
| 2020 | VTC | Wireless D2D Network Link Scheduling based on Graph Embedding. | Jingyun Fu, Ning Ma, Mingqiao Ye, Mengyuan Lee, Guanding Yu |
| 2019 | ICASSP | Deep Learning Features for Robust Detection of Acoustic Events in Sleep-disordered Breathing. | Hector E. Romero, Ning Ma, Guy J. Brown, Amy V. Beeston, Madina Hasan |
| 2019 | ICASSP | End-to-end Binaural Sound Localisation from the Raw Waveform. | Paolo Vecchiotti, Ning Ma, Stefano Squartini, Guy J. Brown |
| 2019 | WACV | An Universal Image Attractiveness Ranking Framework. | Ning Ma, Alexey Volkov, Aleksandr Livshits, Pawel Pietrusinski, Houdong Hu, Mark Bolin |
| 2018 | AIED | Fractions Lab Goes East: Learning and Interaction with an Exploratory Learning Environment in China. | Manolis Mavrikis, Wayne Holmes, Jingjing Zhang, Ning Ma |
| 2017 | FAW | Online Knapsack Problem Under Concave Functions. | Xin Han, Ning Ma, Kazuhisa Makino, He Chen |
| 2017 | GECCO | Load balance aware distributed differential evolution for computationally expensive optimization problems. | Ning Ma, Xiao Fang Liu, Zhi-Hui Zhan, Jing-Hui Zhong, Jun Zhang |
| 2017 | GECCO | Fast 3D path planning based on heuristic-aided differential evolution. | Ning Ma, Xue Yu, Wei-Neng Chen, Jun Zhang |
| 2017 | ICASSP | Improving audio-visual speech recognition using deep neural networks with dynamic stream reliability estimates. | Hendrik Meutzner, Ning Ma, Robert M. Nickel, Christopher Schymura, Dorothea Kolossa |
| 2016 | CogSci | Stop paying attention: the need for explicit stopping in inhibitory control. | Ning Ma, Angela J. Yu |
| 2016 | ICASSP | Robust audiovisual speech recognition using noise-adaptive linear discriminant analysis. | Steffen Zeiler, Robert Nicheli, Ning Ma, Guy J. Brown, Dorothea Kolossa |
| 2016 | Interspeech | A Robust Dual-Microphone Speech Source Localization Algorithm for Reverberant Environments. | Yanmeng Guo, Xiaofei Wang, Chao Wu, Qiang Fu, Ning Ma, Guy J. Brown |
| 2016 | Interspeech | Speech Localisation in a Multitalker Mixture by Humans and Machines. | Ning Ma, Guy J. Brown |
| 2016 | ISCAS | A 101.4 GOPS/W reconfigurable and scalable control-centric embedded processor for domain-specific applications. | Ning Ma, Zhuo Zou, Zhonghai Lu, Li-Rong Zheng, Yuxiang Huan, Stefan Blixt |
| 2015 | ASRU | Exploiting synchrony spectra and deep neural networks for noise-robust automatic speech recognition. | Ning Ma, Ricard Marxer, Jon Barker, Guy J. Brown |
| 2015 | CogSci | Variability in Human Response Time Reflects Statistical Learning and Adaptive Decision-Making. | Ning Ma, Angela J. Yu |
| 2015 | ICASSP | A machine-hearing system exploiting head movements for binaural sound localisation in reverberant conditions. | Ning Ma, Tobias May, Hagen Wierstorf, Guy J. Brown |
| 2015 | ICASSP | Robust localisation of multiple speakers exploiting head movements and multi-conditional training of binaural cues. | Tobias May, Ning Ma, Guy J. Brown |
| 2015 | Interspeech | Exploiting top-down source models to improve binaural localisation of multiple sources in reverberant environments. | Ning Ma, Guy J. Brown, Jos A. Gonzlez |
| 2015 | Interspeech | Exploiting deep neural networks and head movements for binaural localisation of multiple speakers in reverberant conditions. | Ning Ma, Guy J. Brown, Tobias May |
| 2015 | PDP | Implementing MVC Decoding on Homogeneous NoCs: Circuit Switching or Wormhole Switching. | Ning Ma, Zhuo Zou, Zhonghai Lu, Li-Rong Zheng |
| 2015 | SMC | Empirical Analysis of Centrality and Robustness within "Heterogeneous" Information Dissemination Networks in Microblog. | Ning Ma, Yijun Liu |
| 2013 | SMC | The Evolution and Application of Network Analysis Methods. | Ruya Tian, Ning Ma, Qianqian Li, Yijun Liu |
| 2012 | ICASSP | Combining missing-data reconstruction and uncertainty decoding for robust speech recognition. | Jos Andrs Gonzlez Lpez, Antonio Miguel Peinado Herreros, Angel Manuel Gomez Garcia, Ning Ma, Jon Barker |
| 2012 | Interspeech | Log-spectral feature reconstruction based on an occlusion model for noise robust speech recognition. | Jos A. Gonzlez, Antonio M. Peinado, Angel M. Gomez, Ning Ma |
| 2012 | Interspeech | Coupling identification and reconstruction of missing features for noise-robust automatic speech recognition. | Ning Ma, Jon Barker |
| 2011 | ICASSP | A pitch based noise estimation technique for robust speech recognition with Missing Data. | Juan Andres Morales-Cordovilla, Ning Ma, Victoria E. Snchez, Jos L. Carmona, Antonio M. Peinado, Jon Barker |
| 2011 | Interspeech | Binaural Cues for Fragment-Based Speech Recognition in Reverberant Multisource Environments. | Ning Ma, Jon Barker, Heidi Christensen, Phil D. Green |
| 2010 | Interspeech | The CHiME corpus: a resource and a challenge for computational hearing in multisource environments. | Heidi Christensen, Jon Barker, Ning Ma, Phil D. Green |
| 2010 | Interspeech | Distant microphone speech recognition in a noisy indoor environment: combining soft missing data and speech fragment decoding. | Ning Ma, Jon Barker, Heidi Christensen, Phil D. Green |
| 2009 | ICASSP | A speech fragment approach to localising multiple speakers in reverberant environments. | Heidi Christensen, Ning Ma, Stuart N. Wrigley, Jon Barker |
| 2009 | ICASSP | Modelling the prepausal lengthening effect for speech recognition: a dynamic Bayesian network approach. | Ning Ma, Chris D. Bartels, Jeff A. Bilmes, Phil D. Green |
| 2008 | ICNC | Prediction of Bearing Raceways Superfinishing Based on Least Squares Support Vector Machines. | Bin Tao, Wenji Xu, Guibing Pang, Ning Ma |
| 2008 | ICNC | Quantum Neural Network and Its Application in Vehicle Classification. | Shicai Yu, Ning Ma |
| 2008 | Interspeech | A 'speechiness' measure to improve speech decoding in the presence of other sound sources. | Ning Ma, Phil D. Green |
| 2007 | Interspeech | Integrating pitch and localisation cues at a speech fragment level. | Heidi Christensen, Ning Ma, Stuart N. Wrigley, Jon Barker |
| 2007 | Interspeech | Applying word duration constraints by using unrolled HMMs. | Ning Ma, Jon Barker, Phil D. Green |
| 2006 | Interspeech | Recent advances in speech fragment decoding techniques. | Jon Barker, Andr Coy, Ning Ma, Martin Cooke |
| 2006 | Interspeech | Exploiting dendritic autocorrelogram structure to identify spectro-temporal regions dominated by a single sound source. | Ning Ma, Phil D. Green, Andr Coy |
| 2005 | ICASSP | A Wavelet Kalman Filter with Perceptual Masking for Speech Enhancement in Colored Noise. | Ning Ma, Martin Bouchard, Rafik A. Goubran |
| 2005 | Interspeech | Context-dependent word duration modelling for robust speech recognition. | Ning Ma, Phil D. Green |
| 2004 | ICASSP | Perceptual Kalman filtering for speech enhancement in colored noise. | Ning Ma, Martin Bouchard, Rafik A. Goubran |
| 2004 | ICASSP | DOA estimation for broadband chirp signals. | Ning Ma, Joo Thiam Goh |
| 2003 | ICASSP | Efficient method to determine diagonal loading value. | Ning Ma, Joo Thiam Goh |
| 2003 | ICASSP | Adaptive beamforming with joint robustness against signal steering vector errors and interference nonstationarity. | Sergiy A. Vorobyov, Alex B. Gershman, Zhi-Quan Luo, Ning Ma |
| 2002 | ICASSP | Automatic classification of auto-and cross-terms of time-frequency distributions in antenna arrays. | Luke A. Cirillo, Abdelhak M. Zoubir, Ning Ma, Moeness G. Amin |
| 1999 | IJCNN | Hybrid wavelet/neural network analysis of differences in functional brain images. | Ning Ma, Henry H. Holcomb, Joel M. Morris |
| 1998 | ICASSP | Bottom backscattering coefficient estimation from wideband chirp sonar echoes by chirp adapted time-frequency representation. | Ning Ma, Didier Vray |