Xiaojun Jia

34 papers at tracked venues · 30 at CORE A* · active 2024–2026

Venues

AAAI ×7 ACL ×5 ICCV ×4 EMNLP ×3 ACM MM ×2 ICLR ×2 ICML ×2 NeurIPS ×2 CVPR ×1 ECCV ×1 FSE ×1 NDSS ×1 S&P ×1 SIGIR ×1 SIGKDD ×1

Frequent coauthors

Yihao Huang

×8

Simeng Qin

×8

Yang Liu

×7

Xinfeng Li

×7

Xiaochun Cao

×7

Siyuan Liang

×5

Xinwei Liu

×4

Yuan Xun

×4

Ranjie Duan

×4

Jindong Gu

×4

Wei Dong

×3

Ju Jia

×3

Papers

AsFT: Anchoring Safety During LLM Fine-Tuning Within Narrow Safety Basin
AAAI 2026 ·
Shuo Yang
,
Qihui Zhang
,
Yuyang Liu
,
Yue Huang
, Xiaojun Jia,
Kun-Peng Ning
,
Jia-Yu Yao
,
Jigang Wang
,
Hailiang Dai
,
Yibing Song
,
Li Yuan
Casting a SPELL: Sentence Pairing Exploration for LLM Limitation-Breaking
FSE 2026 ·
Yifan Huang
, Xiaojun Jia,
Wenbo Guo
,
Yuqiang Sun
,
Yihao Huang
,
Chong Wang
,
Yang Liu
EmoRAG: Evaluating RAG Robustness to Symbolic Perturbations
SIGKDD 2026 ·
Xinyun Zhou
,
Xinfeng Li
,
Yinan Peng
,
Ming Xu
,
Xuanwang Zhang
,
Miao Yu
,
Yidong Wang
, Xiaojun Jia,
Kun Wang
,
Qingsong Wen
,
XiaoFeng Wang
,
Wei Dong
GAMBIT: A Gamified Jailbreak Framework for Multimodal Large Language Models
ACL 2026 ·
Xiangdong Hu
,
Yangyang Jiang
,
Qin Hu
, Xiaojun Jia
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations
AAAI 2026 ·
Xinwei Liu
, Xiaojun Jia,
Yuan Xun
,
Simeng Qin
,
Xiaochun Cao
Know Thy Enemy: Securing LLMs Against Prompt Injection via Diverse Data Synthesis and Instruction-Level Chain-of-Thought Learning
ACL 2026 ·
Zhiyuan Chang
,
Mingyang Li
,
Yuekai Huang
,
Ziyou Jiang
, Xiaojun Jia,
Qian Xiong
,
Junjie Wang
,
Zhaoyang Li
,
Qing Wang
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
AAAI 2026 ·
Jingxuan Yu
,
Ju Jia
,
Simeng Qin
, Xiaojun Jia,
Siqi Ma
,
Yihao Huang
,
Yali Yuan
,
Guang Cheng
Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography
NDSS 2026 ·
Songze Li
,
Jiameng Cheng
,
Yiming Li
, Xiaojun Jia,
Dacheng Tao
PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
AAAI 2026 ·
Qi Guo
, Xiaojun Jia,
Shanmin Pang
,
Simeng Qin
,
Lin Wang
,
Ju Jia
,
Yang Liu
,
Qing Guo
The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans?
AAAI 2026 ·
Yuan Xun
, Xiaojun Jia,
Xinwei Liu
,
Simeng Qin
,
Hua Zhang
Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models
ACL 2026 ·
Weiwei Qi
,
Zefeng Wu
,
Tianhang Zheng
,
Zikang Zhang
, Xiaojun Jia,
Zhan Qin
,
Kui Ren
WebCloak: Characterizing and Mitigating Threats From LLM-Driven Web Agents as Intelligent Scrapers
S&P 2026 ·
Xinfeng Li
,
Tianze Qiu
,
Yingbin Jin
,
Lixu Wang
,
Hanqing Guo
, Xiaojun Jia,
Xiaofeng Wang
,
Wei Dong
3D Gaussian Splatting Driven Multi-View Robust Physical Adversarial Camouflage Generation
ICCV 2025 ·
Tianrui Lou
, Xiaojun Jia,
Siyuan Liang
,
Jiawei Liang
,
Ming Zhang
,
Yanjun Xiao
,
Xiaochun Cao
Accelerate 3D Object Detection Models via Zero-Shot Attention Key Pruning
ICCV 2025 ·
Lizhen Xu
,
Xiuxiu Bai
, Xiaojun Jia,
Jianwu Fang
,
Shanmin Pang
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
NeurIPS 2025 · Xiaojun Jia,
Sensen Gao
,
Simeng Qin
,
Tianyu Pang
,
Chao Du
,
Yihao Huang
,
Xinfeng Li
,
Yiming Li
,
Bo Li
,
Yang Liu
AutoPrompt: Automated Red-Teaming of Text-to-Image Models via LLM-Driven Adversarial Prompts
ICCV 2025 ·
Yufan Liu
,
Wanqian Zhang
,
Huashan Chen
,
Lin Wang
, Xiaojun Jia,
Zheng Lin
,
Weiping Wang
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs
ICML 2025 ·
Haoming Yang
,
Ke Ma
, Xiaojun Jia,
Yingfei Sun
,
Qianqian Xu
,
Qingming Huang
Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
ACL 2025 ·
Yuanhe Zhang
,
Zhenhong Zhou
,
Wei Zhang
,
Xinyue Wang
, Xiaojun Jia,
Yang Liu
,
Sen Su
DAMA: Data- and Model-aware Alignment of Multi-modal LLMs
ICML 2025 ·
Jinda Lu
,
Junkang Wu
,
Jinghan Li
, Xiaojun Jia,
Shuo Wang
,
Yifan Zhang
,
Junfeng Fang
,
Xiang Wang
,
Xiangnan He
Efficient Universal Goal Hijacking with Semantics-guided Prompt Organization
ACL 2025 ·
Yihao Huang
,
Chong Wang
, Xiaojun Jia,
Qing Guo
,
Felix Juefei-Xu
,
Jian Zhang
,
Yang Liu
,
Geguang Pu
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
ICCV 2025 ·
Teng Ma
, Xiaojun Jia,
Ranjie Duan
,
Xinfeng Li
,
Yihao Huang
,
Xiaoshuang Jia
,
Zhixuan Chu
,
Wenqi Ren
Improved Techniques for Optimization-Based Jailbreaking on Large Language Models
ICLR 2025 · Xiaojun Jia,
Tianyu Pang
,
Chao Du
,
Yihao Huang
,
Jindong Gu
,
Yang Liu
,
Xiaochun Cao
,
Min Lin
LLM Jailbreak Detection for (Almost) Free!
EMNLP 2025 ·
Guorui Chen
,
Yifan Xia
, Xiaojun Jia,
Zhijiang Li
,
Philip Torr
,
Jindong Gu
One Shot Dominance: Knowledge Poisoning Attack on Retrieval-Augmented Generation Systems
EMNLP 2025 ·
Zhiyuan Chang
,
Mingyang Li
, Xiaojun Jia,
Junjie Wang
,
Yuekai Huang
,
Ziyou Jiang
,
Yang Liu
,
Qing Wang
PATFinger: Prompt-Adapted Transferable Fingerprinting against Unauthorized Multimodal Dataset Usage
SIGIR 2025 ·
Wenyi Zhang
,
Ju Jia
, Xiaojun Jia,
Yihao Huang
,
Xinfeng Li
,
Cong Wu
,
Lina Wang
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
EMNLP 2025 ·
Ruoxi Cheng
,
Yizhong Ding
,
Shuirong Cao
,
Ranjie Duan
,
Xiaoshuang Jia
,
Shaowei Yuan
,
Simeng Qin
,
Zhiqiang Wang
, Xiaojun Jia
Perception-Guided Jailbreak Against Text-to-Image Models
AAAI 2025 ·
Yihao Huang
,
Le Liang
,
Tianlin Li
, Xiaojun Jia,
Run Wang
,
Weikai Miao
,
Geguang Pu
,
Yang Liu
SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
NeurIPS 2025 ·
Xiaonan Si
,
Meilin Zhu
,
Simeng Qin
,
Lijia Yu
,
Lijun Zhang
,
Shuaitong Liu
,
Xinfeng Li
,
Ranjie Duan
,
Yang Liu
, Xiaojun Jia
The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework
ACM MM 2025 ·
Feiran Liu
,
Yuzhe Zhang
,
Xinyi Huang
,
Yinan Peng
,
Xinfeng Li
,
Lixu Wang
,
Yutong Shen
,
Ranjie Duan
,
Simeng Qin
, Xiaojun Jia,
Qingsong Wen
,
Wei Dong
Boosting Transferability in Vision-Language Attacks via Diversification Along the Intersection Region of Adversarial Trajectory
ECCV 2024 ·
Sensen Gao
, Xiaojun Jia,
Xuhong Ren
,
Ivor W. Tsang
,
Qing Guo
Does Few-Shot Learning Suffer from Backdoor Attacks?
AAAI 2024 ·
Xinwei Liu
, Xiaojun Jia,
Jindong Gu
,
Yuan Xun
,
Siyuan Liang
,
Xiaochun Cao
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds
CVPR 2024 ·
Tianrui Lou
, Xiaojun Jia,
Jindong Gu
,
Li Liu
,
Siyuan Liang
,
Bangyan He
,
Xiaochun Cao
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning
ACM MM 2024 ·
Xinwei Liu
, Xiaojun Jia,
Yuan Xun
,
Siyuan Liang
,
Xiaochun Cao
Poisoned Forgery Face: Towards Backdoor Attacks on Face Forgery Detection
ICLR 2024 ·
Jiawei Liang
,
Siyuan Liang
,
Aishan Liu
, Xiaojun Jia,
Junhao Kuang
,
Xiaochun Cao