A Terminal Classification Scheme with Imbalanced Dataset Based on Low-Complexity Time-LSTM. - Rui Yang; Xuannan Liu; Wenbo Xu 004; Jie Wu 004; Yang Zhang (ICC Workshops, 2021)

Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation. - Xuannan Liu; Yaoyao Zhong; Yuhang Zhang; Lixiong Qin; Weihong Deng (ICCV, 2023)

Leave No Stone Unturned: Mine Extra Knowledge for Imbalanced Facial Expression Recognition. - Yuhang Zhang; Yaqi Li; Lixiong Qin; Xuannan Liu; Weihong Deng (NeurIPS, 2023)

Open-Set Facial Expression Recognition. - Yuhang Zhang; Yue Yao; Xuannan Liu; Lixiong Qin; Wenjing Wang; Weihong Deng (AAAI, 2024)

INSTASTYLE: Inversion Noise of a Stylized Image is Secretly a Style Adviser. - Xing Cui; Zekun Li 008; Peipei Li 002; Huaibo Huang; Xuannan Liu; Zhaofeng He (ECCV (51), 2024)

Faceptor: A Generalist Model for Face Perception. - Lixiong Qin; Mei Wang 001; Xuannan Liu; Yuhang Zhang; Wei Deng 004; Xiaoshuai Song; Weiran Xu; Weihong Deng (ECCV (34), 2024)

Enhancing Generalization Of Invisible Facial Privacy Cloak Via Gradient Accumulation. - Xuannan Liu; Yaoyao Zhong; Weihong Deng; Hongzhi Shi; Xingchen Cui; Yunfeng Yin; Dongchao Wen (ICASSP, 2024)

Efficient Face Super-Resolution via Wavelet-based Feature Enhancement Network. - Wenjie Li; Heng Guo 003; Xuannan Liu; Kongming Liang; Jiani Hu; Zhanyu Ma; Jun Guo 002 (ACM Multimedia, 2024)

FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs. - Xuannan Liu; Peipei Li 002; Huaibo Huang; Zekun Li 008; Xing Cui; Jiahao Liang; Lixiong Qin; Weihong Deng; Zhaofeng He (ACM Multimedia, 2024)

Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner. - Xing Cui; Peipei Li 002; Zekun Li 008; Xuannan Liu; Yueying Zou; Zhaofeng He (NeurIPS, 2024)

FakeNewsGPT4: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs. - Xuannan Liu; Peipei Li 002; Huaibo Huang; Zekun Li 008; Xing Cui; Jiahao Liang; Lixiong Qin; Weihong Deng; Zhaofeng He (CoRR, 2024)

Jailbreak Attacks and Defenses against Multimodal Generative Models: A Survey. - Xuannan Liu; Xing Cui; Peipei Li 002; Zekun Li 008; Huaibo Huang; Shuhan Xia; Miaoxuan Zhang; Yueying Zou; Ran He 001 (CoRR, 2024)

Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding. - Zhaoran Zhao; Peng Lu; Anran Zhang; Peipei Li 002; Xia Li; Xuannan Liu; Yang Hu; Shiyi Chen; Liwei Wang; Wenhao Guo (CVPR, 2025)

MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs. - Xuannan Liu; Zekun Li 008; Pei-Pei Li 002; Huaibo Huang; Shuhan Xia; Xing Cui; Linzhi Huang; Weihong Deng; Zhaofeng He (ICLR, 2025)

AdvCloak: Customized adversarial cloak for privacy protection. - Xuannan Liu; Yaoyao Zhong; Xing Cui; Yuhang Zhang; Peipei Li; Weihong Deng (Pattern Recognit., 2025)

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM. - Yueying Zou; Peipei Li 002; Zekun Li 008; Huaibo Huang; Xing Cui; Xuannan Liu; Chenghanyu Zhang; Ran He 001 (CoRR, 2025)

ID-Cloak: Crafting Identity-Specific Cloaks Against Personalized Text-to-Image Generation. - Qianrui Teng; Xing Cui; Xuannan Liu; Peipei Li 002; Zekun Li 008; Huaibo Huang; Ran He 001 (CoRR, 2025)

Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs. - Xuannan Liu; Zekun Li 008; Zheqi He; Pei-Pei Li 002; Shuhan Xia; Xing Cui; Huaibo Huang; Xi Yang; Ran He 001 (CoRR, 2025)

T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search. - Xing Cui; Yueying Zou; Zekun Li 008; Pei-Pei Li 002; Xinyuan Xu; Xuannan Liu; Huaibo Huang; Ran He 001 (CoRR, 2025)