Xiaojun Jia - RankMe

159 papers A* 23A 1B 1Journal 123Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge. CoRR Li Kang, Heng Zhou, Xiufeng Song, Rui Li, Bruno N. Y. Chen, Ziye Wang, Ximeng Meng, Stone Tao, Yiran Qin, Xiaohong Liu, Ruimao Zhang, Lei Bai, Yilun Du, Hao Su, Philip Torr, Zhenfei Yin, Ruihao Gong, Yejun Zeng, Fengjun Zhong, Shenghao Jin, Jinyang Guo, Xianglong Liu, Xiaojun Jia, Tianqi Shan, Wenqi Ren, Simeng Qin, Jialing Yang, Xiaoyu Ma, Tianxing Chen, Zixuan Li, Zijian Cai, Yan Qin, Yusen Qin, Qiangyu Chen, Kaixuan Wang, Zhaoming Han, Yao Mu, Ping Luo, Yuanqi Yao, Haoming Song, Jan-Nico Zaech, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool
2026	A*	`conf`	AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin. AAAI Shuo Yang, Qihui Zhang, Yuyang Liu, Yue Huang, Xiaojun Jia, Kun-Peng Ning, Jia-Yu Yao, Jigang Wang, Hailiang Dai, Yibing Song, Li Yuan
2026	J	`jnl`	CODE: A Contradiction-Based Deliberation Extension Framework for Overthinking Attacks on Retrieval-Augmented Generation. CoRR Xiaolei Zhang, Xiaojun Jia, Liquan Chen, Songze Li
2026	—	`conf`	EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations. KDD (1) Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, Xiaofeng Wang, Wei Dong
2026	J	`jnl`	GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models. CoRR Xiangdong Hu, Yangyang Jiang, Qin Hu, Xiaojun Jia
2026	A*	`conf`	GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations. AAAI Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao
2026	J	`jnl`	JailGuard: A Universal Detection Framework for Prompt-based Attacks on LLM Systems. ACM Trans. Softw. Eng. Methodol. Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Ming Hu, Jie Zhang, Yang Liu, Shiqing Ma, Chao Shen
2026	J	`jnl`	Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning. CoRR Zhiyuan Chang, Mingyang Li, Yuekai Huang, Ziyou Jiang, Xiaojun Jia, Qian Xiong, Junjie Wang, Zhaoyang Li, Qing Wang
2026	J	`jnl`	Knowledge-Driven Multi-Turn Jailbreaking on Large Language Models. CoRR Songze Li, Ruishi He, Xiaojun Jia, Jun Wang, Zhihui Fu
2026	J	`jnl`	MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs. CoRR Yilian Liu, Xiaojun Jia, Guoshun Nan, Jiuyang Lyu, Zhican Chen, Tao Guan, Shuyuan Luo, Zhongyi Zhai, Yang Liu
2026	A*	`conf`	MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation. AAAI Jingxuan Yu, Ju Jia, Simeng Qin, Xiaojun Jia, Siqi Ma, Yihao Huang, Yali Yuan, Guang Cheng
2026	J	`jnl`	ODAR: Principled Adaptive Routing for LLM Reasoning via Active Inference. CoRR Siyuan Ma, Bo Gao, Xiaojun Jia, Simeng Qin, Tianlin Li, Ke Ma, Xiaoshuang Jia, Wenqi Ren, Yang Liu
2026	J	`jnl`	Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search. CoRR Xun Huang, Simeng Qin, Xiaoshuang Jia, Ranjie Duan, Huanqian Yan, Zhitao Zeng, Fei Yang, Yang Liu, Xiaojun Jia
2026	A*	`conf`	PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems. AAAI Qi Guo, Xiaojun Jia, Shanmin Pang, Simeng Qin, Lin Wang, Ju Jia, Yang Liu, Qing Guo
2026	J	`jnl`	SGHA-Attack: Semantic-Guided Hierarchical Alignment for Transferable Targeted Attacks on Vision-Language Models. CoRR Haobo Wang, Weiqi Luo, Xiaojun Jia, Xiaochun Cao
2026	J	`jnl`	SkillJect: Automating Stealthy Skill-Based Prompt Injection for Coding Agents with Trace-Driven Closed-Loop Refinement. CoRR Xiaojun Jia, Jie Liao, Simeng Qin, Jindong Gu, Wenqi Ren, Xiaochun Cao, Yang Liu, Philip Torr
2026	A*	`conf`	The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans? AAAI Yuan Xun, Xiaojun Jia, Xinwei Liu, Simeng Qin, Hua Zhang
2025	J	`jnl`	3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation. CoRR Tianrui Lou, Xiaojun Jia, Siyuan Liang, Jiawei Liang, Ming Zhang, Yanjun Xiao, Xiaochun Cao
2025	J	`jnl`	A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. CoRR Kun Wang, Guibin Zhang, Zhenhong Zhou, Jiahao Wu, Miao Yu, Shiqian Zhao, Chenlong Yin, Jinhu Fu, Yibo Yan, Hanjun Luo, Liang Lin, Zhihao Xu, Haolang Lu, Xinye Cao, Xinyun Zhou, Weifei Jin, Fanci Meng, Junyuan Mao, Hao Wu, Minghe Wang, Fan Zhang, Junfeng Fang, Chengwei Liu, Yifan Zhang, Qiankun Li, Chongye Guo, Yalan Qin, Yi Ding, Donghai Hong, Jiaming Ji, Xinfeng Li, Yifan Jiang, Dongxia Wang, Yihao Huang, Yufei Guo, Jen-tse Huang, Yanwei Yue, Wenke Huang, Guancheng Wan, Tianlin Li, Lei Bai, Jie Zhang, Qing Guo, Jingyi Wang, Tianlong Chen, Joey Tianyi Zhou, Xiaojun Jia, Weisong Sun, Cong Wu, Jing Chen, Xuming Hu, Yiming Li, Xiao Wang, Ningyu Zhang, Luu Anh Tuan, Guowen Xu, Tianwei Zhang, Xingjun Ma, Xiang Wang, Bo An, Jun Sun, Mohit Bansal, Shirui Pan, Yuval Elovici, Bhavya Kailkhura, Bo Li, Yaodong Yang, Hongwei Li, Wenyuan Xu, Yizhou Sun, Wei Wang, Qing Li, Ke Tang, Yu-Gang Jiang, Felix Juefei-Xu, Hui Xiong, Xiaofeng Wang, Shuicheng Yan, Dacheng Tao, Philip S. Yu, Qingsong Wen, Yang Liu
2025	J	`jnl`	A Vision for Auto Research with LLM Agents. CoRR Chengwei Liu, Chong Wang, Jiayue Cao, Jingquan Ge, Kun Wang, Lvye Zhang, Ming-Ming Cheng, Penghai Zhao, Tianlin Li, Xiaojun Jia, Xiang Li, Xinfeng Li, Yang Liu, Yebo Feng, Yihao Huang, Yijia Xu, Yuqiang Sun, Zhenhong Zhou, Zhengzi Xu
2025	J	`jnl`	Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning. CoRR Lizhen Xu, Xiuxiu Bai, Xiaojun Jia, Jianwu Fang, Shanmin Pang
2025	J	`jnl`	AdInject: Real-World Black-Box Attacks on Web Agents via Advertising Delivery. CoRR Haowei Wang, Junjie Wang, Xiaojun Jia, Rupeng Zhang, Mingyang Li, Zhe Liu, Yang Liu, Qing Wang
2025	J	`jnl`	Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu
2025	J	`jnl`	Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment. CoRR Xiaojun Jia, Sensen Gao, Simeng Qin, Tianyu Pang, Chao Du, Yihao Huang, Xinfeng Li, Yiming Li, Bo Li, Yang Liu
2025	J	`jnl`	AgentSafe: Safeguarding Large Language Model-based Multi-agent Systems via Hierarchical Data Management. CoRR Junyuan Mao, Fanci Meng, Yifan Duan, Miao Yu, Xiaojun Jia, Junfeng Fang, Yuxuan Liang, Kun Wang, Qingsong Wen
2025	J	`jnl`	AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin. CoRR Shuo Yang, Qihui Zhang, Yuyang Liu, Yue Huang, Xiaojun Jia, Kun-Peng Ning, Jia-Yu Yao, Jigang Wang, Hailiang Dai, Yibing Song, Li Yuan
2025	J	`jnl`	AudioJailbreak: Jailbreak Attacks against End-to-End Large Audio-Language Models. CoRR Guangke Chen, Fu Song, Zhe Zhao, Xiaojun Jia, Yang Liu, Yanchen Qiao, Weizhe Zhang
2025	J	`jnl`	AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models. CoRR Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong Zheng, Xuechao Zou, Zhe Wang, Xingjian Du, Shun Zhang, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, Xiaojun Jia, Yifan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Haoyang Li, Yiming Li, Xiaobin Zhuang, Yang Liu, Haibo Hu, Zhuo Chen, Zhizheng Wu, Xiaolin Hu, Eng-Siong Chng, Xiaofeng Wang, Wenyuan Xu, Wei Dong, Xinfeng Li
2025	J	`jnl`	AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts. CoRR Yufan Liu, Wanqian Zhang, Huashan Chen, Lin Wang, Xiaojun Jia, Zheng Lin, Weiping Wang
2025	J	`jnl`	Beyond Pixels: Semantic-aware Typographic Attack for Geo-Privacy Protection. CoRR Jiayi Zhu, Yihao Huang, Yue Cao, Xiaojun Jia, Qing Guo, Felix Juefei-Xu, Geguang Pu, Bin Wang
2025	A*	`conf`	Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs. ICML Haoming Yang, Ke Ma, Xiaojun Jia, Yingfei Sun, Qianqian Xu, Qingming Huang
2025	J	`jnl`	Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs. CoRR Haoming Yang, Ke Ma, Xiaojun Jia, Yingfei Sun, Qianqian Xu, Qingming Huang
2025	J	`jnl`	Casting a SPELL: Sentence Pairing Exploration for LLM Limitation-breaking. CoRR Yifan Huang, Xiaojun Jia, Wenbo Guo, Yuqiang Sun, Yihao Huang, Chong Wang, Yang Liu
2025	J	`jnl`	CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning. IEEE Trans. Inf. Forensics Secur. Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Jun Chen, Xiaochun Cao
2025	—	`conf`	Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings. ACL (Findings) Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su
2025	A*	`conf`	DAMA: Data- and Model-aware Alignment of Multi-modal LLMs. ICML Jinda Lu, Junkang Wu, Jinghan Li, Xiaojun Jia, Shuo Wang, Yifan Zhang, Junfeng Fang, Xiang Wang, Xiangnan He
2025	J	`jnl`	DAMA: Data- and Model-aware Alignment of Multi-modal LLMs. CoRR Jinda Lu, Junkang Wu, Jinghan Li, Xiaojun Jia, Shuo Wang, Yifan Zhang, Junfeng Fang, Xiang Wang, Xiangnan He
2025	J	`jnl`	Dual-track collaboration: Joint processing of heterogeneous positive and negative graph convolutional network for whole-slide image analysis. Comput. Methods Programs Biomed. Meiyan Liang, Xikai Wang, Bo Li, Shupeng Zhang, Muhammad Hamza Javed, Yuxuan Wang, Xiaojun Jia, Lin Wang
2025	J	`jnl`	Dynamic Target Attack. CoRR Kedong Xiu, Churui Zeng, Tianhang Zheng, Xinzhe Huang, Xiaojun Jia, Di Wang, Puning Zhao, Zhan Qin, Kui Ren
2025	J	`jnl`	Efficient Generation of Targeted and Transferable Adversarial Examples for Vision-Language Models via Diffusion Models. IEEE Trans. Inf. Forensics Secur. Qi Guo, Shanmin Pang, Xiaojun Jia, Yang Liu, Qing Guo
2025	—	`conf`	Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization. ACL (1) Yihao Huang, Chong Wang, Xiaojun Jia, Qing Guo, Felix Juefei-Xu, Jian Zhang, Yang Liu, Geguang Pu
2025	J	`jnl`	EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations. CoRR Xinyun Zhou, Xinfeng Li, Yinan Peng, Ming Xu, Xuanwang Zhang, Miao Yu, Yidong Wang, Xiaojun Jia, Kun Wang, Qingsong Wen, Xiaofeng Wang, Wei Dong
2025	J	`jnl`	Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models. CoRR Xiaojun Jia, Sensen Gao, Simeng Qin, Ke Ma, Xinfeng Li, Yihao Huang, Wei Dong, Yang Liu, Xiaochun Cao
2025	J	`jnl`	GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations. CoRR Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao
2025	A*	`conf`	Improved Techniques for Optimization-Based Jailbreaking on Large Language Models. ICLR Xiaojun Jia, Tianyu Pang, Chao Du, Yihao Huang, Jindong Gu, Yang Liu, Xiaochun Cao, Min Lin
2025	J	`jnl`	Inception: Jailbreak the Memory Mechanism of Text-to-Image Generation Systems. CoRR Shiqian Zhao, Jiayang Liu, Yiming Li, Runyi Hu, Xiaojun Jia, Wenshu Fan, Xinfeng Li, Jie Zhang, Wei Dong, Tianwei Zhang, Luu Anh Tuan
2025	—	`conf`	LLM Jailbreak Detection for (Almost) Free! EMNLP (Findings) Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu
2025	J	`jnl`	LLM Jailbreak Detection for (Almost) Free! CoRR Guorui Chen, Yifan Xia, Xiaojun Jia, Zhijiang Li, Philip Torr, Jindong Gu
2025	J	`jnl`	MOVE: Effective and Harmless Ownership Verification via Embedded External Features. IEEE Trans. Pattern Anal. Mach. Intell. Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao, Kui Ren
2025	J	`jnl`	NSB-H IEEE Trans. Image Process. Meiyan Liang, Shupeng Zhang, Xikai Wang, Bo Li, Muhammad Hamza Javed, Xiaojun Jia, Lin Wang
2025	J	`jnl`	No Query, No Access. CoRR Wenqiang Wang, Siyuan Liang, Yangshijie Zhang, Xiaojun Jia, Hao Lin, Xiaochun Cao
2025	J	`jnl`	Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography. CoRR Songze Li, Jiameng Cheng, Yiming Li, Xiaojun Jia, Dacheng Tao
2025	J	`jnl`	OmniSafeBench-MM: A Unified Benchmark and Toolbox for Multimodal Jailbreak Attack-Defense Evaluation. CoRR Xiaojun Jia, Jie Liao, Qi Guo, Teng Ma, Simeng Qin, Ranjie Duan, Tianlin Li, Yihao Huang, Zhitao Zeng, Dongxian Wu, Yiming Li, Wenqi Ren, Xiaochun Cao, Yang Liu
2025	—	`conf`	One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems. EMNLP (Findings) Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang
2025	J	`jnl`	One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems. CoRR Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Ziyou Jiang, Yang Liu, Qing Wang
2025	J	`jnl`	Oyster-I: Beyond Refusal - Constructive Safety Alignment for Responsible Language Models. CoRR Ranjie Duan, Jiexi Liu, Xiaojun Jia, Shiji Zhao, Ruoxi Cheng, Fengxiang Wang, Cheng Wei, Yong Xie, Chang Liu, Defeng Li, Yinpeng Dong, Yichi Zhang, Yuefeng Chen, Chongwen Wang, Xingjun Ma, Xingxing Wei, Yang Liu, Hang Su, Jun Zhu, Xinfeng Li, Yitong Sun, Jie Zhang, Jinzhao Hu, Sha Xu, Wenchao Yang, Yitong Yang, Xingyao Zhang, Yingshui Tan, Jialing Tao, Hui Xue
2025	A*	`conf`	PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage. SIGIR Wenyi Zhang, Ju Jia, Xiaojun Jia, Yihao Huang, Xinfeng Li, Cong Wu, Lina Wang
2025	J	`jnl`	PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage. CoRR Wenyi Zhang, Ju Jia, Xiaojun Jia, Yihao Huang, Xinfeng Li, Cong Wu, Lina Wang
2025	A*	`conf`	PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization. EMNLP Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Ranjie Duan, Xiaoshuang Jia, Shaowei Yuan, Simeng Qin, Zhiqiang Wang, Xiaojun Jia
2025	A*	`conf`	Perception-Guided Jailbreak Against Text-to-Image Models. AAAI Yihao Huang, Le Liang, Tianlin Li, Xiaojun Jia, Run Wang, Weikai Miao, Geguang Pu, Yang Liu
2025	J	`jnl`	PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models. CoRR Xinwei Liu, Xiaojun Jia, Yuan Xun, Hua Zhang, Xiaochun Cao
2025	J	`jnl`	PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems. CoRR Qi Guo, Xiaojun Jia, Shanmin Pang, Simeng Qin, Lin Wang, Ju Jia, Yang Liu, Qing Guo
2025	J	`jnl`	PromptGuard: Soft Prompt-Guided Unsafe Content Moderation for Text-to-Image Models. CoRR Lingzhi Yuan, Xinfeng Li, Chejian Xu, Guanhong Tao, Xiaojun Jia, Yihao Huang, Wei Dong, Yang Liu, Xiaofeng Wang, Bo Li
2025	J	`jnl`	ReCIT: Reconstructing Full Private Data from Gradient in Parameter-Efficient Fine-Tuning of Large Language Models. CoRR Jin Xie, Ruishi He, Songze Li, Xiaojun Jia, Shouling Ji
2025	J	`jnl`	Robust Anti-Backdoor Instruction Tuning in LVLMs. CoRR Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao
2025	J	`jnl`	Scale-Invariant Adversarial Attack Against Arbitrary-Scale Super-Resolution. IEEE Trans. Inf. Forensics Secur. Yihao Huang, Xin Luo, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Weikai Miao, Geguang Pu, Yang Liu
2025	J	`jnl`	Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution. CoRR Yihao Huang, Xin Luo, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Weikai Miao, Geguang Pu, Yang Liu
2025	J	`jnl`	SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG. CoRR Xiaonan Si, Meilin Zhu, Simeng Qin, Lijia Yu, Lijun Zhang, Shuaitong Liu, Xinfeng Li, Ranjie Duan, Yang Liu, Xiaojun Jia
2025	J	`jnl`	Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack. IEEE Trans. Pattern Anal. Mach. Intell. Xiaojun Jia, Sensen Gao, Qing Guo, Simeng Qin, Ke Ma, Yihao Huang, Yang Liu, Ivor W. Tsang, Xiaochun Cao
2025	J	`jnl`	Shedding Light on VLN Robustness: A Black-box Framework for Indoor Lighting-based Adversarial Attack. CoRR Chenyang Li, Wenbing Tang, Yihao Huang, Sinong Simon Zhan, Ming Hu, Xiaojun Jia, Yang Liu
2025	J	`jnl`	Strata-Sword: A Hierarchical Safety Evaluation towards LLMs based on Reasoning Complexity of Jailbreak Instructions. CoRR Shiji Zhao, Ranjie Duan, Jiexi Liu, Xiaojun Jia, Fengxiang Wang, Cheng Wei, Ruoxi Cheng, Yong Xie, Chang Liu, Qing Guo, Jialing Tao, Hui Xue, Xingxing Wei
2025	J	`jnl`	SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence. CoRR Zhitao Zeng, Zhu Zhuo, Xiaojun Jia, Erli Zhang, Junde Wu, Jiaan Zhang, Yuxuan Wang, Chang Han Low, Jian Jiang, Zilong Zheng, Xiaochun Cao, Yutong Ban, Qi Dou, Yang Liu, Yueming Jin
2025	J	`jnl`	The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans? CoRR Yuan Xun, Xiaojun Jia, Xinwei Liu, Hua Zhang
2025	A*	`conf`	The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework. ACM Multimedia Feiran Liu, Yuzhe Zhang, Xinyi Huang, Yinan Peng, Xinfeng Li, Lixu Wang, Yutong Shen, Ranjie Duan, Simeng Qin, Xiaojun Jia, Qingsong Wen, Wei Dong
2025	J	`jnl`	The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework. CoRR Feiran Liu, Yuzhe Zhang, Xinyi Huang, Yinan Peng, Xinfeng Li, Lixu Wang, Yutong Shen, Ranjie Duan, Simeng Qin, Xiaojun Jia, Qingsong Wen, Wei Dong
2025	J	`jnl`	Untargeted Jailbreak Attack. CoRR Xinzhe Huang, Wenjing Hu, Tianhang Zheng, Kedong Xiu, Xiaojun Jia, Di Wang, Zhan Qin, Kui Ren
2024	J	`jnl`	A Survey on Transferability of Adversarial Examples Across Deep Neural Networks. Trans. Mach. Learn. Res. Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr
2024	—	`conf`	Boosting Transferability in Vision-Language Attacks via Diversification Along the Intersection Region of Adversarial Trajectory. ECCV (57) Sensen Gao, Xiaojun Jia, Xuhong Ren, Ivor W. Tsang, Qing Guo
2024	J	`jnl`	Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory. CoRR Sensen Gao, Xiaojun Jia, Xuhong Ren, Ivor W. Tsang, Qing Guo
2024	J	`jnl`	Cheating Suffix: Targeted Attack to Text-To-Image Diffusion Models with Multi-Modal Priors. CoRR Dingcheng Yang, Yang Bai, Xiaojun Jia, Yang Liu, Xiaochun Cao, Wenjian Yu
2024	J	`jnl`	CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning. CoRR Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao
2024	J	`jnl`	Context-Aware Robust Fine-Tuning. Int. J. Comput. Vis. Xiaofeng Mao, Yufeng Chen, Xiaojun Jia, Rong Zhang, Hui Xue, Zhao Li
2024	J	`jnl`	Crabs: Consuming Resrouce via Auto-generation for LLM-DoS Attack under Black-box Settings. CoRR Yuanhe Zhang, Zhenhong Zhou, Wei Zhang, Xinyue Wang, Xiaojun Jia, Yang Liu, Sen Su
2024	A*	`conf`	Does Few-Shot Learning Suffer from Backdoor Attacks? AAAI Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024	J	`jnl`	Does Few-shot Learning Suffer from Backdoor Attacks? CoRR Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024	B	`conf`	EAT-Face: Emotion-Controllable Audio-Driven Talking Face Generation via Diffusion Model. FG Haodi Wang, Xiaojun Jia, Xiaochun Cao
2024	J	`jnl`	Efficiently Adversarial Examples Generation for Visual-Language Models under Targeted Transfer Scenarios using Diffusion Models. CoRR Qi Guo, Shanmin Pang, Xiaojun Jia, Qing Guo
2024	J	`jnl`	Fast Propagation Is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks. IEEE Trans. Inf. Forensics Secur. Xiaojun Jia, Jianshu Li, Jindong Gu, Yang Bai, Xiaochun Cao
2024	J	`jnl`	Global Challenge for Safe and Secure LLMs Track 1. CoRR Xiaojun Jia, Yihao Huang, Yang Liu, Peng Yan Tan, Weng Kuan Yau, Mun-Thye Mak, Xin Ming Sim, Wee Siong Ng, See-Kiong Ng, Hanqing Liu, Lifeng Zhou, Huanqian Yan, Xiaobing Sun, Wei Liu, Long Wang, Yiming Qian, Yong Liu, Junxiao Yang, Zhexin Zhang, Leqi Lei, Renmiao Chen, Yida Lu, Shiyao Cui, Zizhou Wang, Shaohua Li, Yan Wang, Rick Siow Mong Goh, Liangli Zhen, Yingjie Zhang, Zhe Zhao
2024	J	`jnl`	HSG-MGAF Net: Heterogeneous subgraph-guided multiscale graph attention fusion network for interpretable prediction of whole-slide image. Comput. Methods Programs Biomed. Meiyan Liang, Xing Jiang, Jie Cao, Shupeng Zhang, Haishun Liu, Bo Li, Lin Wang, Cunlin Zhang, Xiaojun Jia
2024	J	`jnl`	Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models. CoRR Ma Teng, Xiaojun Jia, Ranjie Duan, Xinfeng Li, Yihao Huang, Zhixuan Chu, Yang Liu, Wenqi Ren
2024	A*	`conf`	Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CVPR Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao
2024	J	`jnl`	Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds. CoRR Tianrui Lou, Xiaojun Jia, Jindong Gu, Li Liu, Siyuan Liang, Bangyan He, Xiaochun Cao
2024	J	`jnl`	Identity Inference from CLIP Models using Only Textual Data. CoRR Songze Li, Ruoxi Cheng, Xiaojun Jia
2024	J	`jnl`	Improved Techniques for Optimization-Based Jailbreaking on Large Language Models. CoRR Xiaojun Jia, Tianyu Pang, Chao Du, Yihao Huang, Jindong Gu, Yang Liu, Xiaochun Cao, Min Lin
2024	J	`jnl`	Improving Fast Adversarial Training With Prior-Guided Knowledge. IEEE Trans. Pattern Anal. Mach. Intell. Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2024	J	`jnl`	Improving Robustness of LiDAR-Camera Fusion Model against Weather Corruption from Fusion Strategy Perspective. CoRR Yihao Huang, Kaiyuan Yu, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Tianlin Li, Geguang Pu, Yang Liu
2024	J	`jnl`	MRJ-Agent: An Effective Jailbreak Agent for Multi-Round Dialogue. CoRR Fengxiang Wang, Ranjie Duan, Peng Xiao, Xiaojun Jia, Yuefeng Chen, Chongwen Wang, Jialing Tao, Hang Su, Jun Zhu, Hui Xue
2024	J	`jnl`	Minimalism is King! High-Frequency Energy-Based Screening for Data-Efficient Backdoor Attacks. IEEE Trans. Inf. Forensics Secur. Yuan Xun, Xiaojun Jia, Jindong Gu, Xinwei Liu, Qing Guo, Xiaochun Cao
2024	A*	`conf`	Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. ACM Multimedia Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024	J	`jnl`	Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning. CoRR Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024	J	`jnl`	Optimizing Multispectral Object Detection: A Bag of Tricks and Comprehensive Benchmarks. CoRR Chen Zhou, Peng Cheng, Junfeng Fang, Yifan Zhang, Yibo Yan, Xiaojun Jia, Yanyan Xu, Kun Wang, Xiaochun Cao
2024	J	`jnl`	PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization. CoRR Ruoxi Cheng, Yizhong Ding, Shuirong Cao, Ranjie Duan, Xiaoshuang Jia, Shaowei Yuan, Zhiqiang Wang, Xiaojun Jia
2024	J	`jnl`	Perception-guided Jailbreak against Text-to-Image Models. CoRR Yihao Huang, Le Liang, Tianlin Li, Xiaojun Jia, Run Wang, Weikai Miao, Geguang Pu, Yang Liu
2024	A*	`conf`	Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. ICLR Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
2024	J	`jnl`	Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection. CoRR Jiawei Liang, Siyuan Liang, Aishan Liu, Xiaojun Jia, Junhao Kuang, Xiaochun Cao
2024	J	`jnl`	RT-Attack: Jailbreaking Text-to-Image Models via Random Token. CoRR Sensen Gao, Xiaojun Jia, Yihao Huang, Ranjie Duan, Jindong Gu, Yang Liu, Qing Guo
2024	J	`jnl`	Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging. IEEE Trans. Inf. Forensics Secur. Xiaojun Jia, Yuefeng Chen, Xiaofeng Mao, Ranjie Duan, Jindong Gu, Rong Zhang, Hui Xue, Yang Liu, Xiaochun Cao
2024	J	`jnl`	Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack. CoRR Xiaojun Jia, Sensen Gao, Qing Guo, Ke Ma, Yihao Huang, Simeng Qin, Yang Liu, Ivor W. Tsang, Xiaochun Cao
2024	J	`jnl`	Semantic-guided Prompt Organization for Universal Goal Hijacking against LLMs. CoRR Yihao Huang, Chong Wang, Xiaojun Jia, Qing Guo, Felix Juefei-Xu, Jian Zhang, Geguang Pu, Yang Liu
2024	J	`jnl`	Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake. CoRR Di Yang, Yihao Huang, Qing Guo, Felix Juefei-Xu, Xiaojun Jia, Run Wang, Geguang Pu, Yang Liu
2024	J	`jnl`	Texture Re-Scalable Universal Adversarial Perturbation. IEEE Trans. Inf. Forensics Secur. Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu
2024	J	`jnl`	Texture Re-scalable Universal Adversarial Perturbation. CoRR Yihao Huang, Qing Guo, Felix Juefei-Xu, Ming Hu, Xiaojun Jia, Xiaochun Cao, Geguang Pu, Yang Liu
2024	J	`jnl`	What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect Context. CoRR Zhiyuan Chang, Mingyang Li, Xiaojun Jia, Junjie Wang, Yuekai Huang, Qing Wang, Yihao Huang, Yang Liu
2023	J	`jnl`	A Mutation-Based Method for Multi-Modal Jailbreaking Attack Detection. CoRR Xiaoyu Zhang, Cen Zhang, Tianlin Li, Yihao Huang, Xiaojun Jia, Xiaofei Xie, Yang Liu, Chao Shen
2023	J	`jnl`	A Survey on Transferability of Adversarial Examples across Deep Neural Networks. CoRR Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip H. S. Torr
2023	J	`jnl`	Fast Propagation is Better: Accelerating Single-Step Adversarial Training via Sampling Subnetworks. CoRR Xiaojun Jia, Jianshu Li, Jindong Gu, Yang Bai, Xiaochun Cao
2023	A*	`conf`	Generating Transferable 3D Adversarial Point Cloud via Random Perturbation Factorization. AAAI Bangyan He, Jian Liu, Yiming Li, Siyuan Liang, Jingzhi Li, Xiaojun Jia, Xiaochun Cao
2023	A*	`conf`	Hi-SIGIR: Hierachical Semantic-Guided Image-to-image Retrieval via Scene Graph. ACM Multimedia Yulu Wang, Pengwen Dai, Xiaojun Jia, Zhitao Zeng, Rui Li, Xiaochun Cao
2023	J	`jnl`	Improving Fast Adversarial Training with Prior-Guided Knowledge. CoRR Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2023	A*	`conf`	Inequality phenomenon in l ICLR Ranjie Duan, Yuefeng Chen, Yao Zhu, Xiaojun Jia, Rong Zhang, Hui Xue
2023	J	`jnl`	Interpretable Inference and Classification of Tissue Types in Histological Colorectal Cancer Slides Based on Ensembles Adaptive Boosting Prototype Tree. IEEE J. Biomed. Health Informatics Meiyan Liang, Ru Wang, Jianan Liang, Lin Wang, Bo Li, Xiaojun Jia, Yu Zhang, Qinghui Chen, Tianyi Zhang, Cunlin Zhang
2023	J	`jnl`	OT-Attack: Enhancing Adversarial Transferability of Vision-Language Models via Optimal Transport Optimization. CoRR Dongchen Han, Xiaojun Jia, Yang Bai, Jindong Gu, Yang Liu, Xiaochun Cao
2023	J	`jnl`	Revisiting and Exploring Efficient Fast Adversarial Training via LAW: Lipschitz Regularization and Auto Weight Averaging. CoRR Xiaojun Jia, Yuefeng Chen, Xiaofeng Mao, Ranjie Duan, Jindong Gu, Rong Zhang, Hui Xue, Xiaochun Cao
2023	A	`conf`	Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training. INTERSPEECH Gege Qi, Yuefeng Chen, Xiaofeng Mao, Xiaojun Jia, Ranjie Duan, Rong Zhang, Hui Xue
2023	J	`jnl`	Robust Automatic Speech Recognition via WavAugment Guided Phoneme Adversarial Training. CoRR Gege Qi, Yuefeng Chen, Xiaofeng Mao, Xiaojun Jia, Ranjie Duan, Rong Zhang, Hui Xue
2023	J	`jnl`	SA-Attack: Improving Adversarial Transferability of Vision-Language Pre-training Models via Self-Augmentation. CoRR Bangyan He, Xiaojun Jia, Siyuan Liang, Tianrui Lou, Yang Liu, Xiaochun Cao
2023	J	`jnl`	TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation. CoRR Xiaojun Jia, Jindong Gu, Yihao Huang, Simeng Qin, Qing Guo, Yang Liu, Xiaochun Cao
2023	—	`conf`	Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection. CVPR Workshops Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun
2022	—	`conf`	A Large-Scale Multiple-objective Method for Black-box Attack Against Object Detection. ECCV (4) Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao
2022	J	`jnl`	A Large-scale Multiple-objective Method for Black-box Attack against Object Detection. CoRR Siyuan Liang, Longkang Li, Yanbo Fan, Xiaojun Jia, Jingzhi Li, Baoyuan Wu, Xiaochun Cao
2022	J	`jnl`	Boosting Fast Adversarial Training With Learnable Adversarial Initialization. IEEE Trans. Image Process. Xiaojun Jia, Yong Zhang, Baoyuan Wu, Jue Wang, Xiaochun Cao
2022	J	`jnl`	Context-Aware Robust Fine-Tuning. CoRR Xiaofeng Mao, Yuefeng Chen, Xiaojun Jia, Rong Zhang, Hui Xue, Zhao Li
2022	A*	`conf`	Defending against Model Stealing via Verifying Embedded External Features. AAAI Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao
2022	A*	`conf`	LAS-AT: Adversarial Training with Learnable Attack Strategy. CVPR Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2022	J	`jnl`	LAS-AT: Adversarial Training with Learnable Attack Strategy. CoRR Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2022	J	`jnl`	MOVE: Effective and Harmless Ownership Verification via Embedded External Features. CoRR Yiming Li, Linghui Zhu, Xiaojun Jia, Yang Bai, Yong Jiang, Shu-Tao Xia, Xiaochun Cao
2022	—	`conf`	Prior-Guided Adversarial Initialization for Fast Adversarial Training. ECCV (4) Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2022	J	`jnl`	Prior-Guided Adversarial Initialization for Fast Adversarial Training. CoRR Xiaojun Jia, Yong Zhang, Xingxing Wei, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao
2022	—	`conf`	Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. ECCV (14) Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao
2022	J	`jnl`	Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. CoRR Xinwei Liu, Jian Liu, Yang Bai, Jindong Gu, Tao Chen, Xiaojun Jia, Xiaochun Cao
2021	J	`jnl`	A novel dual-biological-community swarm intelligence algorithm with a commensal evolution strategy for multimodal problems. J. Supercomput. Hui Ren, Xiaochen Shen, Xiaojun Jia
2021	J	`jnl`	An Effective and Robust Detector for Logo Detection. CoRR Xiaojun Jia, Huanqian Yan, Yonglin Wu, Xingxing Wei, Xiaochun Cao, Yong Zhang
2021	J	`jnl`	Applying BERT to analyze investor sentiment in stock market. Neural Comput. Appl. Menggang Li, Wenrui Li, Fang Wang, Xiaojun Jia, Guangwei Rui
2021	J	`jnl`	Boosting Fast Adversarial Training with Learnable Adversarial Initialization. CoRR Xiaojun Jia, Yong Zhang, Baoyuan Wu, Jue Wang, Xiaochun Cao
2021	J	`jnl`	Defending against Model Stealing via Verifying Embedded External Features. CoRR Yiming Li, Linghui Zhu, Xiaojun Jia, Yong Jiang, Shu-Tao Xia, Xiaochun Cao
2021	J	`jnl`	Multi-source data fusion for economic data analysis. Neural Comput. Appl. Menggang Li, Fang Wang, Xiaojun Jia, Wenrui Li, Ting Li, Guangwei Rui
2021	J	`jnl`	One-Shot M-Array Pattern Based on Coded Structured Light for Three-Dimensional Object Reconstruction. J. Control. Sci. Eng. Xiaojun Jia, Zihao Liu
2020	A*	`conf`	Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples. ACM Multimedia Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Xiaoguang Han
2020	J	`jnl`	Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples. CoRR Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Xiaoguang Han
2020	J	`jnl`	Financial Big Data Analysis and Early Warning Platform: A Case Study. IEEE Access Yi Liang, Daiyong Quan, Fang Wang, Xiaojun Jia, Menggang Li, Ting Li
2020	J	`jnl`	Quantum network based on non-classical light. Sci. China Inf. Sci. Xiaolong Su, Meihong Wang, Zhihui Yan, Xiaojun Jia, Changde Xie, Kunchi Peng
2019	A*	`conf`	ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples. CVPR Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh
2019	J	`jnl`	Identifying and Resisting Adversarial Videos Using Temporal Consistency. CoRR Xiaojun Jia, Xingxing Wei, Xiaochun Cao
2019	J	`jnl`	Study of shrimp recognition methods using smart networks. Comput. Electron. Agric. Zihao Liu, Xiaojun Jia, Xinsheng Xu
2018	J	`jnl`	ComDefend: An Efficient Image Compression Model to Defend Adversarial Examples. CoRR Xiaojun Jia, Xingxing Wei, Xiaochun Cao, Hassan Foroosh
2015	J	`jnl`	Quantum limits for cascaded nondegenerate optical parametric oscillators. Quantum Inf. Process. Wangyun Liu, Xiaojun Jia
2009	J	`jnl`	The Mathematical Model and Applications of Coded Structured Light System for Object Detecting. J. Comput. Xiaojun Jia, Guangxue Yue, Fang Mei
2005	—	`conf`	An Encoded Mini-grid Structured Light Pattern for Dynamic Scenes. ICIC (1) Qingcang Yu, Xiaojun Jia, Jian Tao, Yun Zhao