Privacy for Rescue: A New Testimony Why Privacy is Vulnerable In Deep Models. - Ruiyuan Gao 001; Ming Dun; Hailong Yang 002; Zhongzhi Luan; Depei Qian (CoRR, 2020)

PriPro: Towards Effective Privacy Protection on Edge-Cloud System running DNN Inference. - Ruiyuan Gao 001; Hailong Yang 002; Shaohan Huang; Ming Dun; Mingzhen Li 001; Zerong Luan; Zhongzhi Luan; Depei Qian (CCGRID, 2021)

MixDefense: A Defense-in-Depth Framework for Adversarial Example Detection Based on Statistical and Semantic Analysis. - Yijun Yang; Ruiyuan Gao 001; Yu Li 007; Qiuxia Lai; Qiang Xu 001 (CoRR, 2021)

Hop-Aware Dimension Optimization for Graph Neural Networks. - Ailing Zeng; Minhao Liu; Zhiwei Liu 001; Ruiyuan Gao 001; Qiang Xu 001 (CoRR, 2021)

Out-of-Distribution Detection with Semantic Mismatch Under Masking. - Yijun Yang; Ruiyuan Gao 001; Qiang Xu 001 (ECCV (24), 2022)

DeciWatch: A Simple Baseline for 10˟ Efficient 2D and 3D Pose Estimation. - Ailing Zeng; Xuan Ju; Lei Yang; Ruiyuan Gao 001; Xizhou Zhu; Bo Dai 002; Qiang Xu 001 (ECCV (5), 2022)

T-WaveNet: A Tree-Structured Wavelet Neural Network for Time Series Signal Analysis. - Minhao Liu; Ailing Zeng; Qiuxia Lai; Ruiyuan Gao 001; Min Li 019; Jing Qin 001; Qiang Xu 001 (ICLR, 2022)

What You See is Not What the Network Infers: Detecting Adversarial Examples Based on Semantic Contradiction. - Yijun Yang; Ruiyuan Gao 001; Yu Li 007; Qiuxia Lai; Qiang Xu 001 (NDSS, 2022)

DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation. - Ailing Zeng; Xuan Ju; Lei Yang; Ruiyuan Gao 001; Xizhou Zhu; Bo Dai 002; Qiang Xu 001 (CoRR, 2022)

ModuleNet: Knowledge-Inherited Neural Architecture Search. - Yaran Chen; Ruiyuan Gao 001; Fenggang Liu; Dongbin Zhao (IEEE Trans. Cybern., 2022)

Boost 3-D Object Detection via Point Clouds Segmentation and Fused 3-D GIoU-L₁ Loss. - Yaran Chen; Haoran Li 010; Ruiyuan Gao 001; Dongbin Zhao (IEEE Trans. Neural Networks Learn. Syst., 2022)

DiffGuard: Semantic Mismatch-Guided Out-of-Distribution Detection using Pre-trained Diffusion Models. - Ruiyuan Gao 001; Chenchen Zhao; Lanqing Hong; Qiang Xu 001 (ICCV, 2023)

MMA-Diffusion: MultiModal Attack on Diffusion Models. - Yijun Yang; Ruiyuan Gao 001; Xiaosen Wang; Nan Xu; Qiang Xu 001 (CoRR, 2023)

DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception. - Yibo Wang; Ruiyuan Gao 001; Kai Chen 023; Kaiqiang Zhou; Yingjie Cai; Lanqing Hong; Zhenguo Li; Lihui Jiang; Dit-Yan Yeung; Qiang Xu 001; Kai Zhang 008 (CVPR, 2024)

MMA-Diffusion: MultiModal Attack on Diffusion Models. - Yijun Yang; Ruiyuan Gao 001; Xiaosen Wang; Tsung-Yi Ho; Nan Xu; Qiang Xu 001 (CVPR, 2024)

MagicDrive: Street View Generation with Diverse 3D Geometry Control. - Ruiyuan Gao 001; Kai Chen 023; Enze Xie; Lanqing Hong; Zhenguo Li; Dit-Yan Yeung; Qiang Xu 001 (ICLR, 2024)

GuardT2I: Defending Text-to-Image Models from Adversarial Prompts. - Yijun Yang; Ruiyuan Gao 001; Xiao Yang; Jianyuan Zhong; Qiang Xu 001 (NeurIPS, 2024)

MagicDrive3D: Controllable 3D Generation for Any-View Rendering in Street Scenes. - Ruiyuan Gao 001; Kai Chen 023; Zhihao Li 002; Lanqing Hong; Zhenguo Li; Qiang Xu 001 (CoRR, 2024)

MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control. - Ruiyuan Gao 001; Kai Chen 023; Bo Xiao; Lanqing Hong; Zhenguo Li; Qiang Xu 001 (CoRR, 2024)

Automated Evaluation of Large Vision-Language Models on Self-Driving Corner Cases. - Kai Chen 023; Yanze Li; Wenhua Zhang; Yanxin Liu; Pengxiang Li; Ruiyuan Gao 001; Lanqing Hong; Meng Tian; Xinhai Zhao; Zhenguo Li; Dit-Yan Yeung; Huchuan Lu; et al. (WACV, 2025)

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models. - Pengxiang Li; Kai Chen 023; Zhili Liu; Ruiyuan Gao 001; Lanqing Hong; Dit-Yan Yeung; Huchuan Lu; Xu Jia 012 (WACV, 2025)

Non-Cross Diffusion for Semantic Consistency. - Ziyang Zheng; Ruiyuan Gao 001; Qiang Xu 001 (WACV, 2025)

ECCV 2024 W-CODA: 1st Workshop on Multimodal Perception and Comprehension of Corner Cases in Autonomous Driving. - Kai Chen 023; Ruiyuan Gao 001; Lanqing Hong; Hang Xu 004; Xu Jia 012; Holger Caesar; Dengxin Dai; Bingbing Liu; Dzmitry Tsishkou; Songcen Xu; Chunjing Xu; Qiang Xu 001; et al. (CoRR, 2025)