The Latent Seal: Robust Model Watermarking for Latent Diffusion Model

Qin Zhao, Tong Liu, Xiaochen Yuan, Guoheng Huang, Xueyuan Gong, Wei Wang

Machine Intelligence Research

Spectral-Trustworthy Augmentation Harmonizer Toward Automated Lung Auscultation Under Pathological Sample-Scarcity Scenario

Ying Wang, Fan Wang, Guoheng Huang, Xiaobin Zheng, Baiying Lei, Xiaochen Yuan

IEEE Transactions on Audio, Speech and Language Processing, vol. 34, 2026, pp. 2007-2020

Bi-level graph reasoning with frequency guidance and spatial constraint for AIGC-manipulation detection and localization

Jiahao Huang, Xiaochen Yuan, Zheng Xing, Tong Liu, Fangyuan Lei

Journal of King Saud University Computer and Information Sciences, Springer, 2026 Apr

PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments

Ying Wang, Guoheng Huang, Xueyuan Gong, Xinxin Wang, Xiaochen Yuan

Proceedings of the AAAI Conference on Artificial Intelligence, vol. 40, 2026 Mar, pp. 1213-1221

EPIX: Embedded PANNs-Based Intelligent Auscultation With XGBoost for Respiratory Sound Classification

Fan Wang, Ying Wang, Fang Peng, Maoxi Zheng, Xiaochen Yuan

IEEE Transactions on Instrumentation and Measurement, vol. 75, 2026 Mar, pp. 1-12

SEM-UCSNet: A Novel Semantic Maps-Guided Compressive Sensing Framework for Underwater Images

Lihao Zhuang, Xiaochen Yuan, Ling Li, Wei Ke, Chan-Tong Lam, Sio-Kei Im

IEEE Transactions on Circuits and Systems for Video Technology, 2026 Mar, pp. 1-1

An SAM Fine-Tuning Framework With Frequency-Domain Interactive LoRA for Remote Sensing Change Detection

Junqing Huang, Shucheng Ji, Yapeng Wang, Min Xia, Xiaochen Yuan

IEEE Transactions on Geoscience and Remote Sensing, vol. 64, 2026 Jan, pp. 1-19

Decoding coefficients recovery based on modified gauss-jordan elimination for tampered content reconstruction

Tong Liu, Lihao Zhuang, Guoheng Huang, Chi-Man Pun, Xiaochen Yuan

Expert Systems with Applications, vol. 308, 2026 Jan, p. 131166

A noise-assistant network for tampering detection via inconspicuous feature enhancement and multi-perspective perception

Zhiyao Xie, Xiaochen Yuan, Chan-Tong Lam, Guoheng Huang, Nuno Lourenço

Expert Systems with Applications, vol. 296, 2026 Jan, p. 129089

PFL-ALP: Personalized Federated Learning Against Backdoor Attacks via Attention-based Local Purification

Yifeng Jiang, Xiaochen Yuan, Weiwen Zhang, Wei Ke, Chan-Tong Lam, Sio-Kei Im

IEEE Transactions on Information Forensics and Security, vol. 20, 2025 Dec, pp. 12995-13010

A Symmetric Self-Embedding Mechanism for High-Fidelity Image Recovery Against Tampering

Tong Liu, Xiaochen Yuan, Wei Ke, Chan-Tong Lam, Sio-Kei Im, Pedro Martins

IEEE Transactions on Information Forensics and Security, vol. 20, 2025 Dec, pp. 12857-12870

Image Manipulation Localization Using Dual-Shallow Feature Pyramid Fusion and Boundary Contextual Incoherence Enhancement

Yan Xiang, Xiaochen Yuan, Kaiqi Zhao, Tong Liu, Zhiyao Xie, Guoheng Huang, Jianqing Li

IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, 2025 Nov, pp. 2858-2868

GHCW: A novel Guarded High-fidelity Compression-based Watermarking scheme for AI model protection and self-recovery

Tong Liu, Xiaochen Yuan, Wei Ke, Chan-Tong Lam, Sio-Kei Im, Xiuli Bi

Applied Soft Computing, vol. 183, 2025 Nov, p. 113576

RNPM: Neural-Guided Embedding Region Selection and Error Correction for Robust Audio Multi-Watermarking

Qiutong Li, Tong Liu, Xiaochen Yuan

IEEE Transactions on Audio, Speech and Language Processing, 2025 Oct, pp. 1-12

Using 3D-LMM-Based Encryption to Secure Digital Images with 3D S-box and Fibonacci Q-Matrix

Yunlong Liao, Yiting Lin, Zheng Xing, Qiutong Li, Guoheng Huang, Donglong Chen, Xiaochen Yuan

IEEE Internet of Things Journal, 2025 Oct, pp. 1-1

LungScope: An Intelligent Embedded System With a Lightweight Model for Real-Time Lung Sound Analysis

Fan Wang, Xiaochen Yuan, Guoheng Huang, Chan-Tong Lam, Sio-Kei Im

IEEE Transactions on Instrumentation and Measurement, vol. 74, 2025 Sep, pp. 1-12

DFFormer: Capturing Dynamic Frequency Features to Locate Image Manipulation through Adaptive Frequency Transformer and Prototype Learning

Yan Xiang, Kaiqi Zhao, Zhenghong Yu, Xiaochen Yuan, Guoheng Huang, Jinyu Tian, Jianqing Li

IEEE Transactions on Circuits and Systems for Video Technology, 2025 Aug, pp. 1-1

NGQR: A Novel Generalized Quantum Image Representation

Zheng Xing, Xiaochen Yuan, Chan-Tong Lam, Penousal Machado

IEEE Transactions on Emerging Topics in Computing, vol. 13, 2025 Jul, pp. 591-603

TransHFC: Joints Hypergraph Filtering Convolution and Transformer Framework for Temporal Forgery Localization

Jiahao Huang, Xiaochen Yuan, Chan-Tong Lam, Sio-Kei Im, Fangyuan Lei, Xiuli Bi

IEEE Transactions on Circuits and Systems for Video Technology, vol. 35, 2025 Apr, pp. 9261-9275

A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization

Tong Liu, Xiaochen Yuan, Zhiyao Xie, Kaiqi Zhao, Guoheng Huang, Chi-Man Pun

IEEE Transactions on Industrial Informatics, vol. 21, 2025 Feb, pp. 1299-1308

CCA-YOLO: Channel and Coordinate Aware-Based YOLO for Photovoltaic Cell Defect Detection in Electroluminescence Images

Junqi Bao, Xiaochen Yuan, Qingying Wu, Chan-Tong Lam, Wei Ke, Ping Li

IEEE Transactions on Instrumentation and Measurement, vol. 74, 2025 Feb, pp. 1-12

SAM-Based Efficient Feature Integration Network for Remote Sensing Change Detection: A Case Study on Macao Sea Reclamation

Junqing Huang, Junqi Bao, Min Xia, Xiaochen Yuan

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, 2025 Jan, pp. 16916-16928

LED-Net: A Lightweight Edge Detection Network

Shucheng Ji, Xiaochen Yuan, Junqi Bao, Tong Liu

Pattern Recognition Letters, vol. 187, 2025 Jan, pp. 56--62

PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks

Shucheng Ji, Xiaochen Yuan, Junqi Bao, Tong Liu, Yang Lian, Guoheng Huang, Guo Zhong

IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, 2025 Jan, pp. 2584-2596

LCCDMamba: Visual State Space Model for Land Cover Change Detection of VHR Remote Sensing Images

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Yapeng Wang, Min Xia

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 18, 2025 Jan, pp. 5765-5781

Pattern-based quantum text watermarking: Securing digital content with next-Gen quantum techniques

Zheng Xing, Xiaochen Yuan, Chan-Tong Lam

iScience, vol. 27, 2024, p. 111364

MMQW: Multi-Modal Quantum Watermarking Scheme

Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Sio-Kei Im, Penousal Machado

IEEE Transactions on Information Forensics and Security, vol. 19, 2024, pp. 5181-5195

Large kernel convolution application for land cover change detection of remote sensing images

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Wei Ke, Guoheng Huang

International Journal of Applied Earth Observation and Geoinformation, vol. 132, 2024, p. 104077

MSFGNet: Multi-Scale Features Gathering Network for Change Detection of Remote Sensing Images

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Wei Ke

2024 IEEE International Conference on Multimedia and Expo (ICME), 2024, pp. 1-6

F3Net: Feature Filtering Fusing Network for Change Detection of Remote Sensing Images

Junqing Huang, Xiaochen Yuan, Chan-Tong Lam, Guoheng Huang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, 2024, pp. 10621-10635

Encryption-then-embedding-based hybrid data hiding scheme for medical images

Bowen Meng, Xiaochen Yuan, Qiyuan Zhang, Chan-Tong Lam, Guoheng Huang

Journal of King Saud University-Computer and Information Sciences, vol. 36, Elsevier, 2024, p. 101932

CAMU-Net: Copy-move forgery detection utilizing coordinate attention and multi-scale feature fusion-based up-sampling

Kaiqi Zhao, Xiaochen Yuan, Tong Liu, Yan Xiang, Zhiyao Xie, Guoheng Huang, Li Feng

Expert Systems with Applications, vol. 238, Elsevier, 2024, p. 121918

A novel blockchain-watermarking mechanism utilizing interplanetary file system and fast walsh hadamard transform

Tong Liu, Si-Nga Lai, Xiaochen Yuan, Yue Liu, Chan-Tong Lam

iScience, vol. 27, Elsevier, 2024

OFGST-Swin: Swin Transformer Utilizing Overlap Fusion-Based Generalized S-Transform for Respiratory Cycle Classification

Fan Wang, Xiaochen Yuan, Junqi Bao, Chan-Tong Lam, Guoheng Huang, Hai Chen

IEEE Transactions on Instrumentation and Measurement, vol. 73, 2024, pp. 1-13

LungNeXt: A novel lightweight network utilizing enhanced mel-spectrogram for lung sound classification

Fan Wang, Xiaochen Yuan, Yue Liu, Chan-Tong Lam

Journal of King Saud University - Computer and Information Sciences, vol. 36, 2024, p. 102200

Tampering localization and self-recovery using block labeling and adaptive significance

Qiyuan Zhang, Xiaochen Yuan, Tong Liu, Chan-Tong Lam, Guoheng Huang, Di Lin, Ping Li

Expert Systems with Applications, vol. 226, 2023, p. 120228

A novel geometrically invariant quantum watermarking scheme utilizing quantum error correction

Zheng Xing, Chan-Tong Lam, Xiaochen Yuan, Guoheng Huang, Penousal Machado

Journal of King Saud University-Computer and Information Sciences, vol. 35, Elsevier, 2023, p. 101818

C3MW: A novel comprehensive-monitoring-motivated multi-model watermarking scheme for tamper detection and self-recovery

Qiyuan Zhang, Xiaochen Yuan, Chan-Tong Lam, Zheng Xing, Guoheng Huang

Journal of King Saud University - Computer and Information Sciences, vol. 35, 2023, p. 101795

Adaptive Feature Calculation and Diagonal Mapping for Successive Recovery of Tampered Regions

Tong Liu, Xiaochen Yuan

IEEE Transactions on Circuits and Systems for Video Technology, vol. 31, 2021, pp. 2617-2630