Kuofeng Gao

47 papers A* 7A 1Journal 35Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Seeing Through the Chain: Mitigate Hallucination in Multimodal Reasoning Models via CoT Compression and Contrastive Preference Optimization.
CoRR
Hao Fang, Jinyu Li, Jiawei Kong, Tianqu Zhuang, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang
2026 J jnl
SmartBench: Evaluating LLMs in Smart Homes with Anomalous Device States and Behavioral Contexts.
CoRR
Qingsong Zou, Zhi Yan, Zhiyao Xu, Kuofeng Gao, Jingyu Xiao, Yong Jiang
2026 J jnl
Toward Dataset Copyright Evasion Attack Against Personalized Text-to-Image Diffusion Models.
IEEE Trans. Inf. Forensics Secur.
Kuofeng Gao, Yufei Zhu, Yiming Li, Jiawang Bai, Yong Yang, Zhifeng Li, Shu-Tao Xia
2026 J jnl
Towards Distillation-Resistant Large Language Models: An Information-Theoretic Perspective.
CoRR
Hao Fang, Tianyi Zhang, Tianqu Zhuang, Jiawei Kong, Kuofeng Gao, Bin Chen, Leqi Liang, Shu-Tao Xia, Ke Xu
2025 — conf
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models.
ACL (1)
Kuofeng Gao, Shutao Xia, Ke Xu, Philip Torr, Jindong Gu
2025 J jnl
Deconstructing the ethics of large language models from long-standing issues to new-emerging dilemmas: a survey.
AI Ethics
Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Yichen Wang, Kuofeng Gao, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Shenghao Wu, Zongxing Xie, Weimin Lyu, Sihong He, Lu Cheng, Haohan Wang, Jun Zhuang
2025 J jnl
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs.
CoRR
Hao Fang, Changle Zhou, Jiawei Kong, Kuofeng Gao, Bin Chen, Tao Liang, Guojun Ma, Shu-Tao Xia
2025 J jnl
Imperceptible Jailbreaking against Large Language Models.
CoRR
Kuofeng Gao, Yiming Li, Chao Du, Xin Wang, Xingjun Ma, Shu-Tao Xia, Tianyu Pang
2025 J jnl
JPRO: Automated Multimodal Jailbreaking via Multi-Agent Collaboration Framework.
CoRR
Yuxuan Zhou, Yang Bai, Kuofeng Gao, Tao Dai, Shu-Tao Xia
2025 J jnl
Making Them a Malicious Database: Exploiting Query Code to Jailbreak Aligned Large Language Models.
CoRR
Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang
2025 J jnl
PointNCBW: Toward Dataset Ownership Verification for Point Clouds via Negative Clean-Label Backdoor Watermark.
IEEE Trans. Inf. Forensics Secur.
Cheng Wei, Yang Wang, Kuofeng Gao, Shuo Shao, Yiming Li, Zhibo Wang, Zhan Qin
2025 A* conf
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment.
EMNLP
Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 J jnl
Pre-training CLIP against Data Poisoning with Optimal Transport-based Matching and Alignment.
CoRR
Tong Zhang, Kuofeng Gao, Jiawang Bai, Leo Yu Zhang, Xin Yin, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 A* conf
Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations.
CVPR
Haitong Liu, Kuofeng Gao, Yang Bai, Jinmin Li, Jinxiao Shan, Tao Dai, Shu-Tao Xia
2025 J jnl
Protecting Your Video Content: Disrupting Automated Video-based LLM Annotations.
CoRR
Haitong Liu, Kuofeng Gao, Yang Bai, Jinmin Li, Jinxiao Shan, Tao Dai, Shu-Tao Xia
2025 — conf
QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language.
ACL (Findings)
Qingsong Zou, Jingyu Xiao, Qing Li, Zhi Yan, Yuhang Wang, Li Xu, Wenxuan Wang, Kuofeng Gao, Ruoyu Li, Yong Jiang
2025 J jnl
Towards Dataset Copyright Evasion Attack against Personalized Text-to-Image Diffusion Models.
CoRR
Kuofeng Gao, Yufei Zhu, Yiming Li, Jiawang Bai, Yong Yang, Zhifeng Li, Shu-Tao Xia
2025 — conf
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service.
ACL (1)
Xiasi Wang, Tianliang Yao, Simin Chen, Runqi Wang, Lei Ye, Kuofeng Gao, Yi Huang, Yuan Yao
2025 J jnl
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service.
CoRR
Xiasi Wang, Tianliang Yao, Simin Chen, Runqi Wang, Lei Ye, Kuofeng Gao, Yi Huang, Yuan Yao
2025 J jnl
Why does weak-OOD help? A Further Step Towards Understanding Jailbreaking VLMs.
CoRR
Yuxuan Zhou, Yuzhao Peng, Yang Bai, Kuofeng Gao, Yihao Zhang, Yechao Zhang, Xun Chen, Tao Yu, Tao Dai, Shu-Tao Xia
2025 J jnl
Wolf Hidden in Sheep's Conversations: Toward Harmless Data-Based Backdoor Attacks for Jailbreaking Large Language Models.
CoRR
Jiawei Kong, Hao Fang, Xiaochen Yang, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
2025 A* conf
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors.
EMNLP
Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
2025 J jnl
Your Language Model Can Secretly Write Like Humans: Contrastive Paraphrase Attacks on LLM-Generated Text Detectors.
CoRR
Hao Fang, Jiawei Kong, Tianqu Zhuang, Yixiang Qiu, Kuofeng Gao, Bin Chen, Shu-Tao Xia, Yaowei Wang, Min Zhang
2024 J jnl
Adversarial Robustness for Visual Grounding of Multimodal Large Language Models.
CoRR
Kuofeng Gao, Yang Bai, Jiawang Bai, Yong Yang, Shu-Tao Xia
2024 A* conf
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP.
CVPR
Jiawang Bai, Kuofeng Gao, Shaobo Min, Shu-Tao Xia, Zhifeng Li, Wei Liu
2024 J jnl
Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models.
CoRR
Kuofeng Gao, Shu-Tao Xia, Ke Xu, Philip Torr, Jindong Gu
2024 J jnl
Deconstructing The Ethics of Large Language Models from Long-standing Issues to New-emerging Dilemmas.
CoRR
Chengyuan Deng, Yiqun Duan, Xin Jin, Heng Chang, Yijun Tian, Han Liu, Henry Peng Zou, Yiqiao Jin, Yijia Xiao, Yichen Wang, Shenghao Wu, Zongxing Xie, Kuofeng Gao, Sihong He, Jun Zhuang, Lu Cheng, Haohan Wang
2024 J jnl
Denial-of-Service Poisoning Attacks against Large Language Models.
CoRR
Kuofeng Gao, Tianyu Pang, Chao Du, Yong Yang, Shu-Tao Xia, Min Lin
2024 J jnl
Embedding Self-Correction as an Inherent Ability in Large Language Models for Enhanced Mathematical Reasoning.
CoRR
Kuofeng Gao, Huanqia Cai, Qingyao Shuai, Dihong Gong, Zhifeng Li
2024 J jnl
Energy-Latency Manipulation of Multi-modal Large Language Models via Verbose Samples.
CoRR
Kuofeng Gao, Jindong Gu, Yang Bai, Shu-Tao Xia, Philip Torr, Wei Liu, Zhifeng Li
2024 J jnl
FMM-Attack: A Flow-based Multi-modal Adversarial Attack on Video-based LLMs.
CoRR
Jinmin Li, Kuofeng Gao, Yang Bai, Jingyun Zhang, Shutao Xia, Yisen Wang
2024 J jnl
Imperceptible and Robust Backdoor Attack in 3D Point Cloud.
IEEE Trans. Inf. Forensics Secur.
Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia
2024 A* conf
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images.
ICLR
Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
2024 J jnl
Inducing High Energy-Latency of Large Vision-Language Models with Verbose Images.
CoRR
Kuofeng Gao, Yang Bai, Jindong Gu, Shu-Tao Xia, Philip Torr, Zhifeng Li, Wei Liu
2024 A* conf
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transfomers.
CVPR
Sheng Yang, Jiawang Bai, Kuofeng Gao, Yong Yang, Yiming Li, Shu-Tao Xia
2024 J jnl
Not All Prompts Are Secure: A Switchable Backdoor Attack Against Pre-trained Vision Transformers.
CoRR
Sheng Yang, Jiawang Bai, Kuofeng Gao, Yong Yang, Yiming Li, Shutao Xia
2024 J jnl
PointNCBW: Towards Dataset Ownership Verification for Point Clouds via Negative Clean-label Backdoor Watermark.
CoRR
Cheng Wei, Yang Wang, Kuofeng Gao, Shuo Shao, Yiming Li, Zhibo Wang, Zhan Qin
2024 J jnl
Video Watermarking: Safeguarding Your Video from (Unauthorized) Annotations by Video-based LLMs.
CoRR
Jinmin Li, Kuofeng Gao, Yang Bai, Jingyun Zhang, Shu-Tao Xia
2023 A conf
Backdoor Attack on Hash-based Image Retrieval via Clean-label Data Poisoning.
BMVC
Kuofeng Gao, Jiawang Bai, Bin Chen, Dongxian Wu, Shu-Tao Xia
2023 A* conf
Backdoor Defense via Adaptively Splitting Poisoned Dataset.
CVPR
Kuofeng Gao, Yang Bai, Jindong Gu, Yong Yang, Shu-Tao Xia
2023 J jnl
Backdoor Defense via Adaptively Splitting Poisoned Dataset.
CoRR
Kuofeng Gao, Yang Bai, Jindong Gu, Yong Yang, Shu-Tao Xia
2023 J jnl
BadCLIP: Trigger-Aware Prompt Learning for Backdoor Attacks on CLIP.
CoRR
Jiawang Bai, Kuofeng Gao, Shaobo Min, Shu-Tao Xia, Zhifeng Li, Wei Liu
2022 — conf
Hardly Perceptible Trojan Attack Against Neural Networks with Bit Flips.
ECCV (5)
Jiawang Bai, Kuofeng Gao, Dihong Gong, Shu-Tao Xia, Zhifeng Li, Wei Liu
2022 J jnl
Hardly Perceptible Trojan Attack against Neural Networks with Bit Flips.
CoRR
Jiawang Bai, Kuofeng Gao, Dihong Gong, Shu-Tao Xia, Zhifeng Li, Wei Liu
2022 J jnl
Imperceptible and Robust Backdoor Attack in 3D Point Cloud.
CoRR
Kuofeng Gao, Jiawang Bai, Baoyuan Wu, Mengxi Ya, Shu-Tao Xia
2022 J jnl
Practical protection against video data leakage via universal adversarial head.
Pattern Recognit.
Jiawang Bai, Bin Chen, Kuofeng Gao, Xuan Wang, Shu-Tao Xia
2021 J jnl
Clean-label Backdoor Attack against Deep Hashing based Retrieval.
CoRR
Kuofeng Gao, Jiawang Bai, Bin Chen, Dongxian Wu, Shu-Tao Xia