Xingjun Ma

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

DBLP profile ↗ORCID 0000-0003-2099-4973 ↗Homepage ↗

Venues

ACM MM ×8 NeurIPS ×6 AAAI ×5 ICCV ×4 ACL ×3 CVPR ×3 ICLR ×3 CIKM ×1 DSN ×1 ECCV ×1 EMNLP ×1 ICML ×1 IJCAI ×1 NAACL ×1 SDM ×1 WWW ×1

Frequent coauthors

Yu-Gang Jiang

×17

Yingchun Wang

×8

Yixu Wang

×7

Yan Teng

×7

Yige Li

×6

Hanxun Huang

×6

Xin Wang

×5

Sarah M. Erfani

×5

James Bailey

×5

Xiang Zheng

×4

Yifeng Gao

×4

Kun Zhai

×3

Papers

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models
ACL 2026 ·
Yixu Wang
,
Xin Wang
,
Yang Yao
,
Xinyuan Li
,
Xibang Yang
,
Yan Teng
, Xingjun Ma,
Yingchun Wang
BackdoorAgent: A Unified Framework for Backdoor Attacks on LLM-based Agents
ACL 2026 ·
Yunhao Feng
,
Yige Li
,
Yutao Wu
,
Yingshui Tan
,
Yanming Guo
,
Yifan Ding
,
Kun Zhai
, Xingjun Ma,
Yu-Gang Jiang
Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models
AAAI 2026 ·
Xueqi Ma
, Xingjun Ma,
Sarah Monazam Erfani
,
Danilo P. Mandic
,
James Bailey
Deliberative Searcher: Improving LLM Reliability via Reinforcement Learning with Constraints
ACL 2026 ·
Zhenyun Yin
,
Shujie Wang
,
Xuhong Wang
, Xingjun Ma,
Yingchun Wang
PaperAsk: A Benchmark for Reliability Evaluation of LLMs in Paper Search and Reading
WWW 2026 ·
Yutao Wu
,
Xiao Liu
,
Yunhao Feng
,
Jiale Ding
, Xingjun Ma
SIDE: Surrogate Conditional Data Extraction from Diffusion Models
AAAI 2026 ·
Yunhao Chen
,
Shujie Wang
,
Difan Zou
, Xingjun Ma
AIM: Additional Image Guided Generation of Transferable Adversarial Attacks
AAAI 2025 ·
Teng Li
, Xingjun Ma,
Yu-Gang Jiang
Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models
CVPR 2025 ·
Jiaming Zhang
,
Junhong Ye
, Xingjun Ma,
Yige Li
,
Yunfan Yang
,
Yunhao Chen
,
Jitao Sang
,
Dit-Yan Yeung
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
NeurIPS 2025 ·
Yige Li
,
Hanxun Huang
,
Yunhan Zhao
, Xingjun Ma,
Jun Sun
BadPatch: Diffusion-Based Generation of Physical Adversarial Patches
ICCV 2025 ·
Zhixiang Wang
, Xingjun Ma,
Yu-Gang Jiang
BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks
ICLR 2025 ·
Yunhan Zhao
,
Xiang Zheng
,
Lin Luo
,
Yige Li
, Xingjun Ma,
Yu-Gang Jiang
BrokenVideos: A Benchmark Dataset for Fine-Grained Artifact Localization in AI-Generated Videos
ACM MM 2025 ·
Jiahao Lin
,
Weixuan Peng
,
Bojia Zi
,
Yifeng Gao
,
Xianbiao Qi
, Xingjun Ma,
Yu-Gang Jiang
CALM: Curiosity-Driven Auditing for Large Language Models
AAAI 2025 ·
Xiang Zheng
,
Longxiang Wang
,
Yi Liu
, Xingjun Ma,
Chao Shen
,
Cong Wang
Detecting Backdoor Samples in Contrastive Language Image Pretraining
ICLR 2025 ·
Hanxun Huang
,
Sarah Monazam Erfani
,
Yige Li
, Xingjun Ma,
James Bailey
FedAPT: Federated Adversarial Prompt Tuning for Vision-Language Models
ACM MM 2025 ·
Kun Zhai
,
Siheng Chen
, Xingjun Ma,
Yu-Gang Jiang
Free-Form Motion Control: Controlling the 6D Poses of Camera and Objects in Video Generation
ICCV 2025 ·
Xincheng Shuai
,
Henghui Ding
,
Zhenyuan Qin
,
Hao Luo
, Xingjun Ma,
Dacheng Tao
From Failures to Fixes: LLM-Driven Scenario Repair for Self-Evolving Autonomous Driving
ACM MM 2025 ·
Xinyu Xia
, Xingjun Ma,
Yunfeng Hu
,
Ting Qu
,
Hong Chen
,
Xun Gong
HoneypotNet: Backdoor Attacks Against Model Extraction
AAAI 2025 ·
Yixu Wang
,
Tianle Gu
,
Yan Teng
,
Yingchun Wang
, Xingjun Ma
Ideator: Jailbreaking and Benchmarking Large Vision-Language Models Using Themselves
ICCV 2025 ·
Ruofan Wang
,
Juncheng Li
,
Yixu Wang
,
Bo Wang
,
Xiaosen Wang
,
Yan Teng
,
Yingchun Wang
, Xingjun Ma,
Yu-Gang Jiang
JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models
NeurIPS 2025 ·
Jiaxin Song
,
Yixu Wang
,
Jie Li
,
Xuan Tong
,
Rui Yu
,
Yan Teng
, Xingjun Ma,
Yingchun Wang
MMFair: Fair Learning via Min-Min Optimization
CIKM 2025 ·
Kejie Fang
,
Kun Zhai
, Xingjun Ma
OmniSVG: A Unified Scalable Vector Graphics Generation Model
NeurIPS 2025 ·
Yiying Yang
,
Wei Cheng
,
Sijin Chen
,
Xianfang Zeng
,
Fukun Yin
,
Jiaxu Zhang
,
Liao Wang
,
Gang Yu
, Xingjun Ma,
Yu-Gang Jiang
Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models
EMNLP 2025 ·
Zezhou Wang
,
Yaxin Du
, Xingjun Ma,
Yu-Gang Jiang
,
Zhuzhong Qian
,
Siheng Chen
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models
NeurIPS 2025 ·
Ye Sun
,
Hao Zhang
,
Henghui Ding
,
Tiehua Zhang
, Xingjun Ma,
Yu-Gang Jiang
SafeVid: Toward Safety Aligned Video Large Multimodal Models
NeurIPS 2025 ·
Yixu Wang
,
Jiaxin Song
,
Yifeng Gao
,
Xin Wang
,
Yang Yao
,
Yan Teng
, Xingjun Ma,
Yingchun Wang
,
Yu-Gang Jiang
StolenLoRA: Exploring LoRA Extraction Attacks via Synthetic Data
ICCV 2025 ·
Yixu Wang
,
Yan Teng
,
Yingchun Wang
, Xingjun Ma
T2UE: Generating Unlearnable Examples from Text Descriptions
ACM MM 2025 · Xingjun Ma,
Hanxun Huang
,
Tianwei Song
,
Ye Sun
,
Yifeng Gao
,
Yu-Gang Jiang
TAPT: Test-Time Adversarial Prompt Tuning for Robust Inference in Vision-Language Models
CVPR 2025 ·
Xin Wang
,
Kai Chen
,
Jiaming Zhang
,
Jingjing Chen
, Xingjun Ma
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025 ·
Yong Xie
,
Weijie Zheng
,
Hanxun Huang
,
Guangnan Ye
, Xingjun Ma
X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP
ICML 2025 ·
Hanxun Huang
,
Sarah Monazam Erfani
,
Yige Li
, Xingjun Ma,
James Bailey
AdvQDet: Detecting Query-Based Adversarial Attacks with Adversarial Contrastive Prompt Tuning
ACM MM 2024 ·
Xin Wang
,
Kai Chen
, Xingjun Ma,
Zhineng Chen
,
Jingjing Chen
,
Yu-Gang Jiang
Adversarial Prompt Tuning for Vision-Language Models
ECCV 2024 ·
Jiaming Zhang
, Xingjun Ma,
Xin Wang
,
Lingyu Qiu
,
Jiaqi Wang
,
Yu-Gang Jiang
,
Jitao Sang
Constrained Intrinsic Motivation for Reinforcement Learning
IJCAI 2024 ·
Xiang Zheng
, Xingjun Ma,
Chao Shen
,
Cong Wang
Fake Alignment: Are LLMs Really Aligned Well?
NAACL 2024 ·
Yixu Wang
,
Yan Teng
,
Kexin Huang
,
Chengqi Lyu
,
Songyang Zhang
,
Wenwei Zhang
, Xingjun Ma,
Yu-Gang Jiang
,
Yu Qiao
,
Yingchun Wang
Fuse Your Latents: Video Editing with Multi-source Latent Diffusion Models
ACM MM 2024 ·
Tianyi Lu
,
Xing Zhang
,
Jiaxi Gu
,
Renjing Pei
,
Songcen Xu
, Xingjun Ma,
Hang Xu
,
Zuxuan Wu
LDReg: Local Dimensionality Regularized Self-Supervised Learning
ICLR 2024 ·
Hanxun Huang
,
Ricardo J. G. B. Campello
,
Sarah Monazam Erfani
, Xingjun Ma,
Michael E. Houle
,
James Bailey
ModelLock: Locking Your Model With a Spell
ACM MM 2024 ·
Yifeng Gao
,
Yuhua Sun
, Xingjun Ma,
Zuxuan Wu
,
Yu-Gang Jiang
Toward Evaluating Robustness of Reinforcement Learning with Adversarial Policy
DSN 2024 ·
Xiang Zheng
, Xingjun Ma,
Shengjie Wang
,
Xinyu Wang
,
Chao Shen
,
Cong Wang
Training Sparse Graph Neural Networks via Pruning and Sprouting
SDM 2024 ·
Xueqi Ma
, Xingjun Ma,
Sarah M. Erfani
,
James Bailey
UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation
NeurIPS 2024 ·
Ye Sun
,
Hao Zhang
,
Tiehua Zhang
, Xingjun Ma,
Yu-Gang Jiang
White-box Multimodal Jailbreaks Against Large Vision-Language Models
ACM MM 2024 ·
Ruofan Wang
, Xingjun Ma,
Hanxu Zhou
,
Chuanjun Ji
,
Guangnan Ye
,
Yu-Gang Jiang