Initiative Defense against Facial Manipulation. - Qidong Huang; Jie Zhang 073; Wenbo Zhou; Weiming Zhang 001; Nenghai Yu (AAAI, 2021)

Poison Ink: Robust and Invisible Backdoor Attack. - Jie Zhang 073; Dongdong Chen 001; Jing Liao 001; Qidong Huang; Gang Hua 001; Weiming Zhang 001; Nenghai Yu (CoRR, 2021)

Deep Template-Based Watermarking. - Han Fang; Dongdong Chen 001; Qidong Huang; Jie Zhang 073; Zehua Ma; Weiming Zhang 001; Nenghai Yu (IEEE Trans. Circuits Syst. Video Technol., 2021)

Shape-invariant 3D Adversarial Point Clouds. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Nenghai Yu (CVPR, 2022)

PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Kui Zhang; Gang Hua 001; Nenghai Yu (CoRR, 2022)

Towards Precise Flood Prediction via Hierachical Terrain Attention and Multi-Scale Rainfall Guidance. - Feifei Wang; Yong Wang; Shaoqing Chen; Bing Li; Qidong Huang (CoRR, 2022)

Poison Ink: Robust and Invisible Backdoor Attack. - Jie Zhang 073; Dongdong Chen 001; Qidong Huang; Jing Liao 001; Weiming Zhang 001; Huamin Feng; Gang Hua 001; Nenghai Yu (IEEE Trans. Image Process., 2022)

Diversity-Aware Meta Visual Prompting. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Weiming Zhang 001; Feifei Wang; Gang Hua 001; Nenghai Yu (CVPR, 2023)

Improving Adversarial Robustness of Masked Autoencoders via Test-time Frequency-domain Prompting. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Yinpeng Chen; Lu Yuan; Gang Hua 001; Weiming Zhang 001; Nenghai Yu (ICCV, 2023)

Hierarchical Terrain Attention and Multi-Scale Rainfall Guidance for Flood Image Prediction. - Feifei Wang; Yong Wang; Bing Li; Qidong Huang; Shaoqing Chen (ICIP, 2023)

A survey of gradient normalization adversarial attack methods. - Jun Chen; Qidong Huang; Yunpeng Zhang (ICMLCA, 2023)

Ada3Diff: Defending against 3D Adversarial Point Clouds via Adaptive Diffusion. - Kui Zhang; Hang Zhou 007; Jie Zhang 073; Qidong Huang; Weiming Zhang 001; Nenghai Yu (ACM Multimedia, 2023)

SimAC: A Simple Anti-Customization Method against Text-to-Image Synthesis of Diffusion Models. - Feifei Wang; Zhentao Tan; Tianyi Wei; Yue Wu; Qidong Huang (CoRR, 2023)

OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation. - Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Bin Wang 065; Conghui He; Jiaqi Wang 003; Dahua Lin; Weiming Zhang 001; Nenghai Yu (CVPR, 2024)

SimAC: A Simple Anti-Customization Method for Protecting Face Privacy Against Text-to-Image Synthesis of Diffusion Models. - Feifei Wang; Zhentao Tan; Tianyi Wei; Yue Wu; Qidong Huang (CVPR, 2024)

Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate. - Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jiaqi Wang 003; Dahua Lin; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CoRR, 2024)

PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition. - Qidong Huang; Xiaoyi Dong; Dongdong Chen 001; Hang Zhou 007; Weiming Zhang 001; Kui Zhang; Gang Hua 001; Yueqiang Cheng; Nenghai Yu (IEEE Trans. Image Process., 2024)

MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation. - Haochen Xue; Feilong Tang; Ming Hu; Yexin Liu; Qidong Huang; Yulong Li; Chengzhi Liu; Zhongxing Xu; Chong Zhang 006; Chun-Mei Feng; Yutong Xie 001; Imran Razzak; et al. (ACL (1), 2025)

Conical Visual Concentration for Efficient Large Vision-Language Models. - Long Xing; Qidong Huang; Xiaoyi Dong; Jiajie Lu; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Conghui He; Jiaqi Wang 003; Feng Wu; Dahua Lin (CVPR, 2025)

Efficient Fine-tuning Strategies for Enhancing Face Recognition Performance in Challenging Scenarios. - Yin Lin; Ziyang Wu; Qidong Huang; Xinran Liu; Baocai Yin; Jinshui Hu; Bing Yin; Zengfu Wang (ICASSP, 2025)

Light-A-Video: Training-free Video Relighting via Progressive Light Fusion. - Yujie Zhou; Jiazi Bu; Pengyang Ling; Pan Zhang 001; Tong Wu; Qidong Huang; Jinsong Li 001; Xiaoyi Dong; Yuhang Zang; Yuhang Cao; Anyi Rao; Jiaqi Wang 003; et al. (CoRR, 2025)

ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing. - Long Xing; Qidong Huang; Xiaoyi Dong; Pan Zhang 001; Yuhang Zang; Yuhang Cao; Jinsong Li 001; Shuangrui Ding; Weiming Zhang 001; Nenghai Yu; Jiaqi Wang 003; Feng Wu; et al. (CoRR, 2025)

Multi-scale count-task guided feature enhancement face detection. - Ziyang Wu; Yin Lin; Qidong Huang; Wengang Zhou 001; Houqiang Li (Multim. Syst., 2025)