Ling Liu
- A single-cell transcriptomic atlas characterizes ageing tissues in the mouse
2020/07/15 by Nicole Almanzar, Jane Antony, Ankit S. Baghel +148 · 44 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Neuroscience · #Immune cells in cancer #Neuroinflammation and Neurodegeneration Mechanisms #Single-cell and spatial transcriptomics
- Data Poisoning Attacks Against Federated Learning Systems
2020/07/16 by Vale Tolpegin, Stacey Truex, Tolpegin, Vale +5 · 32 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- LDP-Fed: Federated Learning with Local Differential Privacy
2020/06/05 by Stacey Truex, Truex, Stacey, Ling Liu +7 · 19 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- A Survey on Large Language Model-Based Game Agents
2024/04/02 by Sihao Hu, Hu, Sihao, Tiansheng Huang +13 · 27 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
- Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack
2024/02/02 by Tiansheng Huang, Huang, Tiansheng, Sihao Hu +3 · 18 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- TACO: Benchmarking Generalizable Bimanual Tool-ACtion-Object Understanding
2024/01/16 by Yun Liu, Liu, Yun, Haolin Yang +13 · 16 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Robot Manipulation and Learning
- Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable
2025/03/01 by Tiansheng Huang, Huang, Tiansheng, Sihao Hu +11 · 32 citations
Economics, Econometrics and Finance · Engineering · #Law, Economics, and Judicial Systems #Health Systems, Economic Evaluations, Quality of Life #Traffic and Road Safety
- Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
2024/05/28 by Tiansheng Huang, Sihao Hu, Huang, Tiansheng +7 · 17 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Towards Demystifying Membership Inference Attacks
2018/06/28 by Stacey Truex, Ling Liu, Truex, Stacey +7 · 11 citations
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Network Security and Intrusion Detection
- Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation
2025/01/29 by Tiansheng Huang, Sihao Hu, Huang, Tiansheng +8 · 1 voice · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.CR #cs.LG
- Security and Privacy on Blockchain
2019/03/18 by Rui Zhang, Zhang, Rui, Rui Xue +3 · 7 citations
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Privacy-Preserving Technologies in Data
- Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning
2024/08/18 by Tiansheng Huang, Huang, Tiansheng, Gautam Bhattacharya +7 · 14 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
2024/10/04 by Selim Furkan Tekin, Fatih İlhan, Tekin, Selim Furkan +7 · 11 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Vehicle License Plate Recognition
- Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance
2024/02/02 by Wenqi Wei, Wei, Wenqi, Ling Liu +1 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- A Framework for Evaluating Gradient Leakage Attacks in Federated Learning
2020/04/22 by Wenqi Wei, Ling Liu, Wei, Wenqi +11 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Individual Differences in Impulsivity Predict Head Motion during Magnetic Resonance Imaging
2014/08/22 by Xiangzhen Kong, Zonglei Zhen, Xueting Li +6 · 1 voice · 2 citations
Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Functional Brain Connectivity Studies #Traumatic Brain Injury Research
- Securing Distributed SGD against Gradient Leakage Threats
2023/05/10 by Wenqi Wei, Wei, Wenqi, Ling Liu +7 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks
2019/08/18 by Yanzhao Wu, Ling Liu, Wu, Yanzhao +15 · 2 citations
Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- New bioactive secondary metabolites from fungi: 2024
2025/07/03 by Meiyan Bao, Ying Shi, Xiaoyi Gong +4 · 1 voice · 5 citations
Medicine · Chemistry · #Microbial Natural Products and Biosynthesis #Fungal Biology and Applications #Chemical synthesis and alkaloids
- Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy
2019/05/15 by Mehmet Emre Gürsoy, Acar Tamersoy, Gursoy, Mehmet Emre +7 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #Databases (cs.DB) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Privacy-Preserving Technologies in Data
- Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks
2019/08/21 by Ka-Ho Chow, Wenqi Wei, Chow, Ka-Ho +5 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Gradient-Leakage Resilient Federated Learning
2021/07/02 by Wenqi Wei, Wei, Wenqi, Ling Liu +7 · 2 citations
Computer Science · Medicine · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Patient Dignity and Privacy #Privacy-Preserving Technologies in Data
- Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models
2024/10/11 by Qinqin Liu, Chao Shang, Liu, Qin +17 · 5 citations
Computer Science · Engineering · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy #Software Reliability and Analysis Research
- Securing Distributed SGD Against Gradient Leakage Threats
2023/07/01 by Wenqi Wei, Ling Liu, Jingya Zhou +2 · 2 citations
- Fixed-time dynamic surface high-order sliding mode control for chaotic oscillation in power system
2016/06/25 by Junkang Ni, Ling Liu, Chongxin Liu +2 · 1 citation
- Systemic immune‐checkpoint blockade with anti‐PD1 antibodies does not alter cerebral amyloid‐β burden in several amyloid transgenic mouse models
2017/11/14 by Martine Latta‐Mahieu, Bradford Elmer, Alexis Bretteville +34 · 1 citation
Medicine · Neuroscience · #Alzheimer's disease research and treatments #Neuroinflammation and Neurodegeneration Mechanisms #Tryptophan and brain disorders
- ChemFM as a Scaling Law Guided Foundation Model Pre-trained on Informative Chemicals
2024/10/28 by Feiyang Cai, Cai, Feiyang, Zacour, Katelin +13 · 3 citations
Chemistry · Engineering · Environmental Science · #Chemistry and Chemical Engineering #Computational Engineering #FOS: Computer and information sciences #Finance #History and advancements in chemistry #Process Optimization and Integration #and Science (cs.CE)
- The association between BMI and postoperative pulmonary complications in adults undergoing non‐cardiac, non‐obstetric surgery: a retrospective cohort study
2025/02/18 by Peipei Qin, Z Wang, Ling Liu +4 · 1 voice · 4 citations
Medicine · #Cardiac, Anesthesia and Surgical Outcomes #Enhanced Recovery After Surgery #Cardiovascular Function and Risk Factors
- Computational Morphology with Neural Network Approaches
2021/05/19 by Ling Liu, Liu, Ling · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Rough Sets and Fuzzy Logic #Topic Modeling
- De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks
2021/05/08 by Jian Chen, Chen, Jian, Xuxin Zhang +7 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
- Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding
2021/10/14 by Jingya Zhou, Ling Liu, Zhou, Jingya +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Adversarial testing of global neuronal workspace and integrated information theories of consciousness
2025/04/30 by Oscar Ferrante, Urszula Górska, Simon Henin +38 · 1 voice · 3 citations
Neuroscience · #Functional Brain Connectivity Studies #Neural dynamics and brain function #Neural and Behavioral Psychology Studies
- BiHom-NS-algebras, twisted Rota-Baxter operators and generalized Nijenhuis operators
2022/06/09 by Ling Liu, Liu, Ling, Abdenacer Makhlouf +5 · 1 citation
Mathematics · #Advanced Topics in Algebra #FOS: Mathematics #Rings and Algebras (math.RA)
- Adaptive Deep Neural Network Inference Optimization with EENet
2023/01/15 by Fatih İlhan, Ka-Ho Chow, Ilhan, Fatih +18 · 1 citation
Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- The blue light receptor ZmFKF1a recruits ZmGI1 to the nucleus to accelerate shoot apex development and flowering in maize
2025/08/13 by Fengkai Wu, Yan Kang, Ling Liu +11 · 1 voice · 3 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Genetic Mapping and Diversity in Plants and Animals #Light effects on plants #Plant Molecular Biology Research
- Short-term global horizontal irradiance forecasting based on a hybrid CNN-LSTM model with spatiotemporal correlations
2020/06/26 by Haixiang Zang, Ling Liu, Li Sun +3 · 1 citation
Computer Science · Energy · Engineering · #Energy Load and Power Forecasting #Photovoltaic System Optimization Techniques #Solar Radiation and Photovoltaics
- Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness
2023/10/03 by Yanzhao Wu, Wu, Yanzhao, Ka-Ho Chow +5 · 1 citation
Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Anti-MRSA anthrone–macrolide hybrids from the ascomycete fungus Neonectria sp.
2025/09/02 by Jinwei Ren, Ruiyun Huo, Xiaoqi Sun +5 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Medicine · #Fungal Biology and Applications #Microbial Natural Products and Biosynthesis #Plant Pathogens and Fungal Diseases
- LLaDA2.0: Scaling Up Diffusion Language Models to 100B
2025/12/10 by Tiwei Bie, Bie, Tiwei, Kun Chen +57 · 4 citations
Computer Science · #Speech Recognition and Synthesis #Topic Modeling #Natural Language Processing Techniques
- Adversarial Examples in Deep Learning: Characterization and Divergence
2018/06/29 by Wenqi Wei, Wei, Wenqi, Ling Liu +9 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
- Dynamic Optimizations of LLM Ensembles with Two-Stage Reinforcement Learning Agents
2025/02/06 by Selim Furkan Tekin, Tekin, Selim Furkan, Fatih İlhan +5 · 1 citation
Business, Management and Accounting · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Supply Chain and Inventory Management
- Tokens are All You Need: Dual-purpose Semantic IDs for Achieving LLM-Level I/O Efficiency in recommendation systems
2026/07/26 by Baolei Li, Yiping Yuan, Yilin Zheng +6
#cs.IR #cs.AI #cs.LG