| 2026 | AsiaCCS | ClieND: Client-Side Neuron-Level Detection against Poisoning Attacks on Cross-Silo Federated Learning. | Mengyao Ma, Shuofeng Liu, Viet Vo, Minghong Fang, Surya Nepal, Guangdong Bai |
| 2026 | WWW | SecureSplit: Mitigating Backdoor Attacks in Split Learning. | Zhihao Dou, Dongfei Cui, Weida Wang, Anjun Gao, Yueyang Quan, Mengyao Ma, Viet Vo, Guangdong Bai, Zhuqing Liu, Minghong Fang |
| 2025 | ICASSP | Spatial Frequency Interleaving Residual Autoencoder for Indoor Radio Map Reconstruction. | Shitong Chai, Jiahui Li, Mengyao Ma, Junwen Xie, Xiaopeng Fan, Xianqi Zhang |
| 2025 | ICIS | When is AI Superior to Human? Unveiling the Effects of "Word-of-Machine" on Debt Collection Utilizing Different Types of Privacy. | Mengyao Ma, Ran Tan, Jiahui Feng, Qian Huang, Jiahong Xu |
| 2025 | SP | Modifier Unlocked: Jailbreaking Text-to-Image Models Through Prompts. | Shuofeng Liu, Mengyao Ma, Minhui Xue, Guangdong Bai |
| 2025 | SP | Practical Poisoning Attacks with Limited Byzantine Clients in Clustered Federated Learning. | Viet Vo, Mengyao Ma, Guangdong Bai, Ryan K. L. Ko, Surya Nepal |
| 2024 | CCS | Uncovering Gradient Inversion Risks in Practical Language Model Training. | Xinguo Feng, Zhongkui Ma, Zihan Wang, Eu Joe Chegne, Mengyao Ma, Alsharif Abuadbba, Guangdong Bai |
| 2024 | CIKM | Unveiling Intellectual Property Vulnerabilities of GAN-Based Distributed Machine Learning through Model Extraction Attacks. | Mengyao Ma, Shuofeng Liu, M. A. P. Chamikara, Mohan Baruwal Chhetri, Guangdong Bai |
| 2023 | AsiaCCS | LoDen: Making Every Client in Federated Learning a Defender Against the Poisoning Membership Inference Attacks. | Mengyao Ma, Yanjun Zhang, Mahawaga Arachchige Pathum Chamikara, Leo Yu Zhang, Mohan Baruwal Chhetri, Guangdong Bai |
| 2023 | ICFEM | Formalizing Robustness Against Character-Level Perturbations for Neural Network Language Models. | Zhongkui Ma, Xinguo Feng, Zihan Wang, Shuofeng Liu, Mengyao Ma, Hao Guan, Mark Huasong Meng |
| 2023 | WWW | AgrEvader: Poisoning Membership Inference against Byzantine-robust Federated Learning. | Yanjun Zhang, Guangdong Bai, Mahawaga Arachchige Pathum Chamikara, Mengyao Ma, Liyue Shen, Jingwei Wang, Surya Nepal, Minhui Xue, Long Wang, Joseph K. Liu |
| 2022 | ICASSP | Distributed Audio-Visual Parsing Based On Multimodal Transformer and Deep Joint Source Channel Coding. | Penghong Wang, Jiahui Li, Mengyao Ma, Xiaopeng Fan |
| 2021 | ICASSP | SNR-Adaptive Deep Joint Source-Channel Coding for Wireless Image Transmission. | Mingze Ding, Jiahui Li, Mengyao Ma, Xiaopeng Fan |
| 2009 | ICASSP | Transcoding based robust streaming of compressed video. | Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung |
| 2009 | ISCAS | On Improving the Robustness of Compressed Video by Slepian-Wolf based Lossless Transcoding. | Xiaopeng Fan, Oscar C. Au, Mengyao Ma, Ling Hou, Jiantao Zhou, Ngai-Man Cheung |
| 2009 | ISCAS | A Novel Ray-space based Color Correction Algorithm for Multi-view Video. | Ling Hou, Oscar C. Au, Xiaopeng Fan, Mengyao Ma |
| 2008 | ICASSP | Temporal search range prediction based on a linear model of motion-compensated residue. | Liwei Guo, Oscar C. Au, Mengyao Ma, Zhiqin Liang, Peter Hon-Wah Wong |
| 2008 | ICIP | Image deblocking using convex optimization. | Liwei Guo, Oscar C. Au, Mengyao Ma, Xiaopeng Fan, Peter H. W. Wong, Daniel Prez Palomar |
| 2008 | ISCAS | Bidirectionally decodable Wyner-Ziv video coding. | Xiaopeng Fan, Oscar C. Au, Yan Chen, Jiantao Zhou, Mengyao Ma |
| 2008 | ISCAS | Video decoder embedded with temporal LMMSE denoising filter. | Liwei Guo, Oscar C. Au, Mengyao Ma, Peter H. W. Wong |
| 2008 | ISCAS | A multi-hypothesis decoder for multiple description video coding. | Mengyao Ma, Oscar C. Au, Liwei Guo, Xiaopeng Fan, Ling Hou, Shueng-Han Gary Chan |
| 2008 | MMSP | A novel radon based Ray-Space interpolation algorithm. | Ling Hou, Oscar C. Au, Xiaopeng Fan, Liwei Guo, Mengyao Ma |
| 2006 | ICIP | A Multihypothesis Motion-Compensated Temporal Filter for Video Denoising. | Liwei Guo, Oscar C. Au, Mengyao Ma, Zhiqin Liang, Carman K. M. Yuk |
| 2006 | ISCAS | Three-loop temporal interpolation for error concealment of MDC. | Mengyao Ma, Oscar C. Au, S.-H. Gary Chan, Liwei Guo, Zhiqin Liang |
| 2005 | ICIP | A new motion compensation approach for error resilient video coding. | Mengyao Ma, Oscar C. Au, Shueng-Han Gary Chan |