Real-Time Non-Motor Vehicle Violation Detection in Traffic Scenes. - Jingye Wang; Zhihua Chen; Ping Li 016; Bin Sheng 001; Ruoxi Chen (ICPS, 2019)

RCA-SOC: A novel adversarial defense by refocusing on critical areas and strengthening object contours. - Jinyin Chen; Haibin Zheng; Ruoxi Chen; Hui Xiong 005 (Comput. Secur., 2020)

FineFool: A novel DNN object contour attack on image recognition based on the attention perturbation adversarial technique. - Jinyin Chen; Haibin Zheng; Hui Xiong 005; Ruoxi Chen; Tianyu Du; Zhen Hong; Shouling Ji (Comput. Secur., 2021)

Salient Feature Extractor for Adversarial Defense on Deep Neural Networks. - Jinyin Chen; Ruoxi Chen; Haibin Zheng; Zhaoyan Ming; Wenrong Jiang; Chen Cui (CoRR, 2021)

Intelligent management information system of urban planning based on GIS. - Zhuo Chen; Ruoxi Chen; Songtao Chen (J. Intell. Fuzzy Syst., 2021)

DeepSensor: Deep Learning Testing Framework Based on Neuron Sensitivity. - Haibo Jin; Ruoxi Chen; Haibin Zheng; Jinyin Chen; Zhenguang Liu; Qi Xuan 001; Yue Yu 001; Yao Cheng (CoRR, 2022)

Convex Combination Consistency between Neighbors for Weakly-supervised Action Localization. - Qinying Liu; Zilei Wang; Ruoxi Chen; Zhilin Li (CoRR, 2022)

Salient feature extractor for adversarial defense on deep neural networks. - Ruoxi Chen; Jinyin Chen; Haibin Zheng; Qi Xuan 001; Zhaoyan Ming; Wenrong Jiang; Chen Cui (Inf. Sci., 2022)

Unleashing the Potential of Adjacent Snippets for Weakly-supervised Temporal Action Localization. - Qinying Liu; Zilei Wang; Ruoxi Chen; Zhilin Li (ICME, 2023)

AdvCheck: Characterizing Adversarial Examples via Local Gradient Checking. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Haibin Zheng (CoRR, 2023)

EditShield: Protecting Unauthorized Image Editing by Instruction-guided Diffusion Models. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Lichao Sun 001 (CoRR, 2023)

Is Multi-Modal Necessarily Better? Robustness Evaluation of Multi-Modal Fake News Detection. - Jinyin Chen; Chengyu Jia; Haibin Zheng; Ruoxi Chen; Chenbo Fu (IEEE Trans. Netw. Sci. Eng., 2023)

Excitement surfeited turns to errors: Deep learning testing framework based on excitable neurons. - Haibo Jin; Ruoxi Chen; Haibin Zheng; Jinyin Chen; Yao Cheng; Yue Yu 001; Tieming Chen; Xianglong Liu 001 (Inf. Sci., 2023)

EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models. - Ruoxi Chen; Haibo Jin; Yixin Liu 002; Jinyin Chen; Haohan Wang; Lichao Sun 001 (ECCV (63), 2024)

CatchBackdoor: Backdoor Detection via Critical Trojan Neural Path Fuzzing. - Haibo Jin; Ruoxi Chen; Jinyin Chen; Haibin Zheng; Yang Zhang; Haohan Wang (ECCV (47), 2024)

MLLM-as-a-Judge: Assessing Multimodal LLM-as-a-Judge with Vision-Language Benchmark. - Dongping Chen; Ruoxi Chen; Shilin Zhang; Yaochen Wang; Yinuo Liu; Huichi Zhou; Qihui Zhang; Yao Wan 001; Pan Zhou 001; Lichao Sun 001 (ICML, 2024)

An Online Rcm Adjusting System for Robot-Assisted Retinal Surgeries. - Jun Xia; Ting Wang 028; Huanqi Ni; Yanlin Li; Ruoxi Chen; M. Ali Nasseri; Haotian Lin 001; Kai Huang 001 (IROS, 2024)

Like teacher, like pupil: Transferring backdoors via feature-based knowledge distillation. - Jinyin Chen; Zhiqi Cao; Ruoxi Chen; Haibin Zheng; Xiao Li; Qi Xuan 001; Xing Yang 004 (Comput. Secur., 2024)

GUARD: Role-playing to Generate Natural-language Jailbreakings to Test Guideline Adherence of Large Language Models. - Haibo Jin; Ruoxi Chen; Andy Zhou; Jinyin Chen; Yang Zhang; Haohan Wang (CoRR, 2024)

Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models. - Yixin Liu 002; Kai Zhang 039; Yuan Li 032; Zhiling Yan; Chujie Gao; Ruoxi Chen; Zhengqing Yuan; Yue Huang 001; Hanchi Sun; Jianfeng Gao 001; Lifang He 001; Lichao Sun 001 (CoRR, 2024)

Mora: Enabling Generalist Video Generation via A Multi-Agent Framework. - Zhengqing Yuan; Ruoxi Chen; Zhaoxu Li; Haolong Jia; Lifang He 001; Chi Wang; Lichao Sun 001 (CoRR, 2024)

Investigating and Defending Shortcut Learning in Personalized Diffusion Models. - Yixin Liu 002; Ruoxi Chen; Lichao Sun 001 (CoRR, 2024)

Thinking Before Looking: Improving Multimodal LLM Reasoning via Mitigating Visual Hallucination. - Haojie Zheng; Tianyang Xu; Hanchi Sun; Shu Pu; Ruoxi Chen; Lichao Sun 001 (CoRR, 2024)

Interleaved Scene Graph for Interleaved Text-and-Image Generation Assessment. - Dongping Chen; Ruoxi Chen; Shu Pu; Zhaoyi Liu; Yanru Wu; Caixi Chen; Benlin Liu; Yue Huang 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (CoRR, 2024)

HKB-YOLO: transmission line fire detection method based on hierarchical feature fusion. - Zhilei Ying; Yanan Meng; Ruoxi Chen; Jianlou Lou (Int. J. Secur. Networks, 2024)

AdvCheck: Characterizing adversarial examples via local gradient checking. - Ruoxi Chen; Haibo Jin; Jinyin Chen; Haibin Zheng; Shilian Zheng; Xiaoniu Yang; Xing Yang 004 (Comput. Secur., 2024)

Interleaved Scene Graphs for Interleaved Text-and-Image Generation Assessment. - Dongping Chen; Ruoxi Chen; Shu Pu; Zhaoyi Liu; Yanru Wu; Caixi Chen; Benlin Liu; Yue Huang 001; Yao Wan 001; Pan Zhou 001; Ranjay Krishna (ICLR, 2025)

Fight Perturbations With Perturbations: Defending Adversarial Attacks via Neuron Influence. - Ruoxi Chen; Haibo Jin; Haibin Zheng; Jinyin Chen; Zhenguang Liu (IEEE Trans. Dependable Secur. Comput., 2025)

On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective. - Yue Huang 001; Chujie Gao; Siyuan Wu 001; Haoran Wang 005; Xiangqi Wang; Yujun Zhou 010; Yanbo Wang 005; Jiayi Ye; Jiawen Shi; Qihui Zhang; Yuan Li 032; Han Bao 003; et al. (CoRR, 2025)

NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes. - Tianyang Xu; Haojie Zheng; Chengze Li; Haoxiang Chen 010; Yixin Liu 002; Ruoxi Chen; Lichao Sun 001 (CoRR, 2025)

MultiRef: Controllable Image Generation with Multiple Visual References. - Ruoxi Chen; Dongping Chen; Siyuan Wu 001; Sinan Wang; Shiyun Lang; Petr Sushko; Gaoyang Jiang; Yao Wan 001; Ranjay Krishna (CoRR, 2025)