MM
Man-Wai Mak
eess.AScs.SDcs.LGSoftwarecs.MMNeural Networks, Computercs.CLcs.AIMulti-label classificationArtificial Intelligence
On Valency
published · living versionsW_tueexcbk·v1 · currentpublished
Conflict-Aware Meta-Learning for Generalizable Speech Deepfake Detection
with Siqing Qin, Kong Aik Lee, Youzhi TU, Eng Siong Chng
1 version
Preprints & journals
60 papers in the corpus · 1999–2026Manifold-Constrained Residual Adaptation with Frame-Adaptive Layer Aggregation for Speaker Verification2610.25892v1 · Zezhong Jin, Xiaoyu Wang, Zhe Li et al.2026 · 0 citationsarXivon Valency
FlowGRPO for Vocal Separation: From Reward Analysis to Reward Design2610.15780v1 · Lishi Zuo, Chong-Xin Gan, Zezhong Jin et al.2026 · 0 citationsarXiv
EmoGavel: Grounding-Aware Reinforcement Learning with Verifiable Rewards for Multimodal Emotion Preference Learning2610.13353v1 · Zilong Huang, Kong Aik Lee, Zezhong Jin et al.2026 · 0 citationsarXiv
DGS-MLDG: Domain Gradient Surgery Guided Meta-Learning for Domain Generalization in Speech Deepfake Detection2609.33706v1 · Siqing Qin, Kong Aik Lee, Youzhi Tu et al.2026 · 0 citationsarXiv
Domain-Adaptive Dual-Gating Mixture of Experts for Generalizable Speech Deepfake Detection2609.33709v1 · Siqing Qin, Zhe Li, Kong Aik Lee et al.2026 · 0 citationsarXiv
Decoupled Latent Flow Matching for Few-Step Joint Vocal-Accompaniment Separation2608.30913v1 · Lishi Zuo, Youzhi Tu, Lu Yi et al.2026 · 0 citationsarXiv
Learning to Prefer Reliably: Error-Augmented Emotion Preference Optimization with Calibrated Fusion2608.24730v2 · Zilong Huang, Junyi Peng, Junjie Li et al.2026 · 0 citationsarXiv
Beyond Residual Connections: Manifold-Constrained Hyper-Connections for Robust Speaker Representation Learning2608.05549v1 · Zezhong Jin, Xiaoyu Wang, Zhe Li et al.2026 · 0 citationsarXiv
EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation2607.17366v1 · Zilong Huang, Kong Aik Lee, Chong-Xin Gan et al.2026 · 0 citationsarXiv
EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation2607.18336v1 · Zilong Huang, Kong Aik Lee, Junjie Li et al.2026 · 0 citationsarXiv
UNet-Based Fusion and Exponential Moving Average Adaptation for Noise-Robust Speaker Recognition2604.25624v1 · Chong-Xin Gan, Peter Bell, Man-Wai Mak et al.2026 · 0 citationsarXiv
Vector Quantization-Based Counterfactual Augmentation for Speech-Based Depression Detection Under Data Scarcity.40315097 · Zuo, Lishi, Mak, Man-Wai2025 · 4 citationsIEEE journal of biomedical and health informatics. 2025;29(10):7559-7567
EmoQ: Speech Emotion Recognition via Speech-Aware Q-Former and Large Language Model2509.15775v1 · Yiqing Yang, Man-Wai Mak2025 · 0 citationsarXiv
Xi+: Uncertainty Supervision for Robust Speaker Embedding2509.05993v4 · Junjie Li, Kong Aik Lee, Duc-Tuan Truong et al.2025 · 1 citationarXiv
TrInk: Ink Generation with Transformer Network2508.21098v1 · Zezhong Jin, Shubhang Desai, Xu Chen et al.2025 · 1 citationarXiv
Class Unbiasing for Generalization in Medical Diagnosis2508.06943v2 · Lishi Zuo, Man-Wai Mak, Lu Yi et al.2025 · 0 citationsarXiv
Subband Architecture Aided Selective Fixed-Filter Active Noise Control2508.00603v1 · Hong-Cheng Liang, Man-Wai Mak, Kong Aik Lee2025 · 0 citationsarXiv
Naturalistic Language-related Movie-Watching fMRI Task for Detecting Neurocognitive Decline and Disorder2506.08986v1 · Yuejiao Wang, Xianmin Gong, Xixin Wu et al.2025 · 0 citationsarXiv
Bayesian Learning for Domain-Invariant Speaker Verification and Anti-Spoofing2506.07536v1 · Jin Li, Man-Wai Mak, Johan Rohdin et al.2025 · 2 citationsarXiv
Detecting Neurocognitive Disorders through Analyses of Topic Evolution and Cross-modal Consistency in Visual-Stimulated Narratives2501.03727v3 · Jinchao Li, Yuejiao Wang, Junan Li et al.2025 · 2 citationsarXiv
MoMuSE: Momentum Multi-modal Target Speaker Extraction for Real-time Scenarios with Impaired Visual Cues2412.08247v2 · Junjie Li, Ke Zhang, Shuai Wang et al.2024 · 1 citationarXiv
Variational quantum classifiers via a programmable photonic microprocessor2412.02955v2 · Hexiang Lin, Huihui Zhu, Zan Tang et al.2024 · 0 citationsarXiv
On the effectiveness of enrollment speech augmentation for Target Speaker Extraction2409.09589v1 · Junjie Li, Ke Zhang, Shuai Wang et al.2024 · 6 citationsarXiv
VoxGenesis: Unsupervised Discovery of Latent Speaker Manifold for Speech Synthesis2403.00529v1 · Weiwei Lin, Chenhang He, Man-Wai Mak et al.2024 · 0 citationsarXiv
Speaker-turn aware diarization for speech-based cognitive assessments.38292896 · Xu, Sean Shensheng, Ke, Xiaoquan, Mak, Man-Wai et al.2024 · 1 citationFrontiers in neuroscience. 2023;17:1351848
Phonetic-aware speaker embedding for far-field speaker verification2311.15627v1 · Zezhong Jin, Youzhi Tu, Man-Wai Mak2023 · 1 citationarXiv
Automatic selection of spoken language biomarkers for dementia detection.37898051 · Ke, Xiaoquan, Mak, Man Wai, Meng, Helen M2023 · 7 citationsNeural networks : the official journal of the International Neural Network Society. 2024;169:191-204
Contrastive Speaker Embedding With Sequential Disentanglement2309.13253v1 · Youzhi Tu, Man-Wai Mak, Jen-Tzung Chien2023 · 6 citationsarXiv
Asymmetric Clean Segments-Guided Self-Supervised Learning for Robust Speaker Verification2309.04265v2 · Chong-Xin Gan, Man-Wai Mak, Weiwei Lin et al.2023 · 6 citationsarXiv
Progression-Guided Temporal Action Detection in Videos2308.09268v1 · Chongkai Lu, Man-Wai Mak, Ruimin Li et al.2023 · 0 citationsarXiv
Self-supervised Neural Factor Analysis for Disentangling Utterance-level Speech Representations2305.08099v3 · Weiwei Lin, Chenhang He, Man-Wai Mak et al.2023 · 4 citationsarXiv
Cluster-Guided Unsupervised Domain Adaptation for Deep Speaker Embedding2303.15944v1 · Haiquan Mao, Feng Hong, Man-wai Mak2023 · 8 citationsarXiv
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space2210.16622v3 · Zhe Li, Man-Wai Mak, Helen Mei-Ling Meng2022 · 18 citationsarXiv
Speaker Representation Learning via Contrastive Loss with Maximal Speaker Separability2210.16636v3 · Zhe Li, Man-Wai Mak2022 · 13 citationsarXiv
Contrastive Adversarial Domain Adaptation Networks for Speaker Recognition.33373306 · Li, Longxin, Mak, Man-Wai, Chien, Jen-Tzung2022 · 36 citationsIEEE transactions on neural networks and learning systems. 2022;33(5):2236-2245
Improving Speech Emotion Recognition With Adversarial Data Augmentation Network.33035171 · Yi, Lu, Mak, Man-Wai2022 · 120 citationsIEEE transactions on neural networks and learning systems. 2022;33(1):172-184
I-Vector-Based Patient Adaptation of Deep Neural Networks for Automatic Heartbeat Classification.31150349 · Xu, Sean Shensheng, Mak, Man-Wai, Cheung, Chi-Chung2021 · 31 citationsIEEE journal of biomedical and health informatics. 2020;24(3):717-727
Towards End-to-End ECG Classification With Raw Signal Extraction and Deep Neural Networks.30235153 · Xu, Sean Shensheng, Mak, Man-Wai, Cheung, Chi-Chung2020 · 254 citationsIEEE journal of biomedical and health informatics. 2019;23(4):1574-1584
Protecting Genomic Privacy by a Sequence-Similarity Based Obfuscation Method1708.02629v1 · Shibiao Wan, Man-Wai Mak, Sun-Yuan Kung2017 · 1 citationarXiv
FUEL-mLoc: feature-unified prediction and explanation of multi-localization of cellular proteins in multiple organisms.28011780 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2017 · 38 citationsBioinformatics (Oxford, England). 2017;33(5):749-750
Ensemble Linear Neighborhood Propagation for Predicting Subchloroplast Localization of Multi-Location Proteins.27766879 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2017 · 43 citationsJournal of proteome research. 2016;15(12):4755-4762
Benchmark data for identifying multi-functional types of membrane proteins.27294176 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2016 · 11 citationsData in brief. 2016;8:105-7
Mem-ADSVM: A two-layer multi-label predictor for identifying multi-functional types of membrane proteins.27000774 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2017 · 28 citationsJournal of theoretical biology. 2016;398:32-42
Sparse regressions for predicting and interpreting subcellular localization of multi-label proteins.26911432 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2016 · 28 citationsBMC bioinformatics. 2016;17:97
Transductive Learning for Multi-Label Protein Subchloroplast Localization Prediction.26887009 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2019 · 46 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2017;14(1):212-224
Mem-mEN: Predicting Multi-Functional Types of Membrane Proteins by Interpretable Elastic Nets.26336143 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2017 · 25 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2016;13(4):706-18
mLASSO-Hum: A LASSO-based interpretable human-protein subcellular localization predictor.26164062 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2016 · 32 citationsJournal of theoretical biology. 2015;382:223-34
mPLR-Loc: an adaptive decision multi-label classifier based on penalized logistic regression for protein subcellular localization prediction.25449328 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2015 · 53 citationsAnalytical biochemistry. 2015;473:14-27
R3P-Loc: a compact multi-label predictor using ridge regression and random projection for protein subcellular localization.24997236 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2015 · 34 citationsJournal of theoretical biology. 2014;360:34-45
HybridGO-Loc: mining hybrid features on gene ontology for predicting subcellular localization of multi-location proteins.24647341 · Wan, Shibiao, Mak, Man-Wai, Kung, Sun-Yuan2014 · 62 citationsPloS one. 2014;9(3):e89545
Career total: 310 works. 60 are in this corpus.Showing the 50 most recent.
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