Qingming Li

53 papers A* 8A 1B 2Misc 2Journal 36Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Contextual and Seasonal LSTMs for Time Series Anomaly Detection.
CoRR
Lingpei Zhang, Qingming Li, Yong Yang, Jiahao Chen, Rui Zeng, Chenyang Lyu, Shouling Ji
2026 J jnl
Mellivora Capensis: A Backdoor-Free Training Framework on the Poisoned Dataset Without Auxiliary Data.
IEEE Trans. Dependable Secur. Comput.
Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji
2026 J jnl
PDFL: A Privacy-Enhancing and Robust Poisoning Defense Federated Learning Scheme.
IEEE Trans. Inf. Forensics Secur.
Gang Wang, Huiwen Wu, Qingming Li, Ziyao Liu, Jun Zhao, Kwok-Yan Lam, Qingkuan Dong, Yao Yang, Li Zhou
2025 A* conf
CAMH: Advancing Model Hijacking Attack in Machine Learning.
AAAI
Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji
2025 A* conf
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates.
AAAI
Puning Zhao, Jiafei Wu, Zhe Liu, Chong Wang, Rongfei Fan, Qingming Li
2025 J jnl
Efficient Encrypted Trajectory Similarity Query Over Mobile E-Health Cloud.
IEEE Internet Things J.
Xin Wang, Yinbin Miao, Shu Zhang, Qingming Li, Jiawei Zhang, Kefeng Ding, Shouling Ji
2025 B conf
Enhancing Adversarial Transferability via Self-Ensemble Feature Alignment.
ICMR
Zhiming Zhao, Jiahao Chen, Qingming Li, Chunyi Zhou, Shouling Ji
2025 A* conf
Enhancing Learning with Label Differential Privacy by Vector Approximation.
ICLR
Puning Zhao, Jiafei Wu, Zhe Liu, Li Shen, Zhikun Zhang, Rongfei Fan, Le Sun, Qingming Li
2025 A* conf
Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes.
ACM Multimedia
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes.
CoRR
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
Fine-tuning is Not Fine: Mitigating Backdoor Attacks in GNNs with Limited Clean Data.
CoRR
Jiale Zhang, Bosen Rao, Chengcheng Zhu, Xiaobing Sun, Qingming Li, Haibo Hu, Xiapu Luo, Qingqing Ye, Shouling Ji
2025 A* conf
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents.
EMNLP
Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji
2025 J jnl
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents.
CoRR
Hengyu An, Jinghuai Zhang, Tianyu Du, Chunyi Zhou, Qingming Li, Tao Lin, Shouling Ji
2025 J jnl
LoRAShield: Data-Free Editing Alignment for Secure Personalized LoRA Sharing.
CoRR
Jiahao Chen, Junhao Li, Yiming Wang, Zhe Ma, Yi Jiang, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2025 A* conf
PRSA: Prompt Stealing Attacks against Real-World Prompt Services.
USENIX Security Symposium
Yong Yang, Changjiang Li, Qingming Li, Oubo Ma, Haoyu Wang, Zonghui Wang, Yandong Gao, Wenzhi Chen, Shouling Ji
2025 A conf
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks.
ICME
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Shouling Ji
2025 J jnl
Poison in the Well: Feature Embedding Disruption in Backdoor Attacks.
CoRR
Zhou Feng, Jiahao Chen, Chunyi Zhou, Yuwen Pu, Qingming Li, Shouling Ji
2025 J jnl
Robust and Secure Aggregation Scheme for Federated Learning.
IEEE Internet Things J.
Wei Tang, Jiliang Li, Chengyi Dong, Yinbin Miao, Qingming Li, Na Li, Shuiguang Deng, Shouling Ji
2025 — conf
TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models.
ACL (1)
Xindi Li, Zhe Liu, Tong Zhang, Jiahao Chen, Qingming Li, Jinbao Li, Shouling Ji
2025 J jnl
The Risk of Federated Learning to Skew Fine-Tuning Features and Underperform Robustness.
IEEE Trans. Neural Networks Learn. Syst.
Mengyao Du, Miao Zhang, Yuwen Pu, Qingming Li, Shouling Ji, Quanjun Yin
2025 J jnl
UNIDOOR: A Universal Framework for Action-Level Backdoor Attacks in Deep Reinforcement Learning.
CoRR
Oubo Ma, Linkang Du, Yang Dai, Chunyi Zhou, Qingming Li, Yuwen Pu, Shouling Ji
2025 J jnl
VFGCN: A Vertical Federated Learning Framework With Privacy Preserving for Graph Convolutional Network.
IEEE Trans. Dependable Secur. Comput.
Gang Wang, Qingming Li, Ximeng Liu, Xiaoran Yan, Qingkuan Dong, Huiwen Wu, Xiangjie Kong, Li Zhou
2025 J jnl
VModA: An Effective Framework for Adaptive NSFW Image Moderation.
CoRR
Han Bao, Qinying Wang, Zhi Chen, Qingming Li, Xuhong Zhang, Changjiang Li, Zonghui Wang, Shouling Ji, Wenzhi Chen
2025 A* conf
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models.
EMNLP
Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2025 J jnl
VideoEraser: Concept Erasure in Text-to-Video Diffusion Models.
CoRR
Naen Xu, Jinghuai Zhang, Changjiang Li, Zhi Chen, Chunyi Zhou, Qingming Li, Tianyu Du, Shouling Ji
2024 A* conf
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy.
NeurIPS
Puning Zhao, Lifeng Lai, Li Shen, Qingming Li, Jiafei Wu, Zhe Liu
2024 J jnl
A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy.
CoRR
Puning Zhao, Lifeng Lai, Li Shen, Qingming Li, Jiafei Wu, Zhe Liu
2024 J jnl
A Stealthy Backdoor Attack for Without-Label-Sharing Split Learning.
CoRR
Yuwen Pu, Zhuoyuan Ding, Jiahao Chen, Chunyi Zhou, Qingming Li, Chunqiang Hu, Shouling Ji
2024 J jnl
AEIOU: A Unified Defense Framework against NSFW Prompts in Text-to-Image Models.
CoRR
Yiming Wang, Jiahao Chen, Qingming Li, Xing Yang, Shouling Ji
2024 Misc conf
AdaFL: Adaptive Client Selection and Dynamic Contribution Evaluation for Efficient Federated Learning.
ICASSP
Qingming Li, Xiaohang Li, Li Zhou, Xiaoran Yan
2024 J jnl
CAMH: Advancing Model Hijacking Attack in Machine Learning.
CoRR
Xing He, Jiahao Chen, Yuwen Pu, Qingming Li, Chunyi Zhou, Yingcai Wu, Jinbao Li, Shouling Ji
2024 J jnl
Could It Be Generated? Towards Practical Analysis of Memorization in Text-To-Image Diffusion Models.
CoRR
Zhe Ma, Xuhong Zhang, Qingming Li, Tianyu Du, Wenzhi Chen, Zonghui Wang, Shouling Ji
2024 J jnl
Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates.
CoRR
Puning Zhao, Jiafei Wu, Zhe Liu, Chong Wang, Rongfei Fan, Qingming Li
2024 J jnl
Emulating Full Client Participation: A Long-Term Client Selection Strategy for Federated Learning.
CoRR
Qingming Li, Juzheng Miao, Puning Zhao, Li Zhou, Shouling Ji, Bowen Zhou, Furui Liu
2024 J jnl
Enhancing Learning with Label Differential Privacy by Vector Approximation.
CoRR
Puning Zhao, Rongfei Fan, Huiwen Wu, Qingming Li, Jiafei Wu, Zhe Liu
2024 J jnl
FVFL: A Flexible and Verifiable Privacy-Preserving Federated Learning Scheme.
IEEE Internet Things J.
Gang Wang, Li Zhou, Qingming Li, Xiaoran Yan, Ximeng Liu, Yuncheng Wu
2024 B conf
FedSGProx: Mitigating Data Heterogeneity and Isolated Nodes in Graph Federated Learning.
TrustCom
Xutao Meng, Qingming Li, Yong Li, Li Zhou, Xiaoran Yan
2024 J jnl
How to Train a Backdoor-Robust Model on a Poisoned Dataset without Auxiliary Data?
CoRR
Yuwen Pu, Jiahao Chen, Chunyi Zhou, Zhou Feng, Qingming Li, Chunqiang Hu, Shouling Ji
2024 J jnl
Learning with User-Level Local Differential Privacy.
CoRR
Puning Zhao, Li Shen, Rongfei Fan, Qingming Li, Huiwen Wu, Jiafei Wu, Zhe Liu
2024 J jnl
Navigating the Risks: A Survey of Security, Privacy, and Ethics Threats in LLM-Based Agents.
CoRR
Yuyou Gan, Yong Yang, Zhe Ma, Ping He, Rui Zeng, Yiming Wang, Qingming Li, Chunyi Zhou, Songze Li, Ting Wang, Yunjun Gao, Yingcai Wu, Shouling Ji
2024 J jnl
Probe: Learning Users' Personal Projection Bias in Inter-Temporal Choices.
IEEE Trans. Signal Process.
Qingming Li, H. Vicky Zhao
2023 J jnl
Modelling Projection Bias in Intertemporal Choices: A Prospect Theory Based Approach.
CoRR
Qingming Li, H. Vicky Zhao
2023 J jnl
Pacos: Modeling Users' Interpretable and Context-Dependent Choices in Preference Reversals.
CoRR
Qingming Li, H. Vicky Zhao
2023 J jnl
Performance Evaluation System Based on Multi-Indicators for Signal Recognition.
IEEE Access
Qingming Li, Songlin Yang, Hu Chen
2023 J jnl
Position Weighted Convolutional Neural Network for Unbalanced Children Caries Diagnosis.
IEEE Access
Xiaojie Zhou, Xueou Feng, Qingming Li, Qiyue Yin, Jun Yang, Guoxia Yu, Qing Shi
2022 J jnl
Integrating Reinforcement Learning and Optimal Power Dispatch to Enhance Power Grid Resilience.
IEEE Trans. Circuits Syst. II Express Briefs
Qingming Li, Xi Zhang, Jianbo Guo, Xiwen Shan, Zuowei Wang, Zhen Li, Chi K. Tse
2021 J jnl
A homogenized damping model for the propagation of elastic wave in a porous solid.
CoRR
Kangpei Meng, Qingming Li
2021 — conf
Consistency Regularization for Ensemble Model Based Reinforcement Learning.
PRICAI (3)
Ruonan Jia, Qingming Li, Wenzhen Huang, Junge Zhang, Xiu Li
2021 J jnl
PRIMA++: A Probabilistic Framework for User Choice Modelling With Small Data.
IEEE Trans. Signal Process.
Qingming Li, Zhanjiang Chen, H. Vicky Zhao
2020 — conf
Prediction Model and Application Case of Rock Drillability based on Acoustic Velocity.
EEET
Bo Zhou, Xun Chen, Ximo Qu, Jie Wang, Mingtao Liu, Qingming Li, Guang Yang, Sheng Han
2019 J jnl
Low-pass-filter-based shock response spectrum and the evaluation method of transmissibility between equipment and sensitive components interfaces.
CoRR
Yinzhong Yan, Qingming Li
2019 — conf
Statistical and Machine Learning-based E-commerce Sales Forecasting.
ICCSE
Wenxiang Dong, Qingming Li, H. Vicky Zhao
2018 Misc conf
Prima: Probabilistic Ranking with Inter-Item Competition and Multi-Attribute Utility Function.
ICASSP
Qingming Li, Zhanjiang Chen, H. Vicky Zhao, Yan Lindsay Sun