Publications

Preprint

Diffusion Facial Forgery Detection
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli
ArXiv Preprint

Robust Identity Perceptual Watermark Against Deepfake Face Swapping
Tianyi Wang, Mengxiao Huang, Harry Cheng, Bin Ma, Yinglong Wang
ArXiv Preprint

Towards Generalizable Deepfake Detection by Primary Region Regularization
Harry Cheng, Yangyang Guo, Tianyi Wang, Liqiang Nie, Mohan Kankanhalli
ArXiv Preprint

CTP-Net: Character Texture Perception Network for Document Image Forgery Localization
Xin Liao, Siliang Chen, Jiaxin Chen, Tianyi Wang, Xiehua Li
ArXiv Preprint

Deepfake Detection: A Comprehensive Study from the Reliability Perspective
Tianyi Wang, Xin Liao, Kam Pui Chow, Xiaodong Lin, Yinglong Wang
ArXiv Preprint

2024

An Efficient Attribute-Preserving Framework for Face Swapping
Tianyi Wang, Zian Li, Ruixia Liu, Yinglong Wang, Liqiang Nie
IEEE Transactions on Multimedia

2023

Dynamic Facial Expression Recognition in Unconstrained Real-World Scenarios Leveraging Dempster-Shafer Evidence Theory
Zhenyu Liu, Tianyi Wang, Shuwang Zhou, Minglei Shu
Thirty-Second International Conference on Artificial Neural Networks (ICANN)

Voice-Face Homogeneity Tells Deepfake
Harry Cheng, Yangyang Guo, Tianyi Wang, Qi Li, Xiaojun Chang, Liqiang Nie
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

Noise Based Deepfake Detection via Multi-Head Relative-Interaction
Tianyi Wang, Kam Pui Chow
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI Oral)

Deep Convolutional Pooling Transformer for Deepfake Detection
Tianyi Wang, Harry Cheng, Kam Pui Chow, Liqiang Nie
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)

FAMM: Facial Muscle Motions for Detecting Compressed Deepfake Videos Over Social Networks
Xin Liao, Yumei Wang, Tianyi Wang, Juan Hu, Xiaoshuai Wu
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

TransFS: Face Swapping Using Transformer
Wei Cao, Tianyi Wang, Anming Dong, Minglei Shu
Seventeenth IEEE International Conference on Automatic Face and Gesture Recognition (FG)

2022

A Robust Lightweight Deepfake Detection Network Using Transformers
Yaning Zhang, Tianyi Wang, Minglei Shu, Yinglong Wang
Nineteenth Pacific Rim International Conference on Artificial Intelligence (PRICAI)

Deepfake Noise Investigation and Detection
Tianyi Wang, Ming Liu, Wei Cao, Kam Pui Chow
Proceedings of the Twenty-Second Annual DFRWS USA (DFRWS USA)

Elastic and Reliable Bandwidth Reservation Based on Distributed Traffic Monitoring and Control
Xinchang Zhang, Tianyi Wang
IEEE Transactions on Parallel and Distributed Systems (TPDS)

A Lightweight Reliably Quantified Deepfake Detection Approach
Tianyi Wang, Kam Pui Chow
Annual ADFSL Conference on Digital Forensics, Security and Law (ADFSL)

2021

Towards Vulnerability Types Classification Using Pure Self-Attention: A Common Weakness Enumeration Based Approach
Tianyi Wang, Shengzhi Qin, Kam Pui Chow
2021 IEEE 24th International Conference on Computational Science and Engineering (CSE)

2020

COVID-19 Sensing: Negative Sentiment Analysis on Social Media in China via BERT Model
Tianyi Wang, Ke Lu, Kam Pui Chow, Qing Zhu
IEEE Access

2019

Automatic Tagging of Cyber Threat Intelligence Unstructured Data using Semantics Extraction
Tianyi Wang, Kam Pui Chow
2019 IEEE International Conference on Intelligence and Security Informatics (ISI)