Ling Liu

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 232

Top Venues

CoRR

IEEE Trans. Serv. Comput.

ICWS

CLOUD

Publications

Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim F. Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu
Adaptive Deep Neural Network Inference Optimization with EENet. WACV (2024)
Sihao Hu, Tiansheng Huang, Ka-Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu
ZipZap: Efficient Training of Language Models for Large-Scale Fraud Detection on Blockchain. WWW (2024)
Sangwon Lee, Junho Hong, Ling Liu, Wonik Choi
TS-Fastformer: Fast Transformer for Time-series Forecasting. ACM Trans. Intell. Syst. Technol. 15 (2) (2024)
Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu
A Survey on Large Language Model-Based Game Agents. CoRR (2024)
Wenqi Wei, Ling Liu
Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance. CoRR (2024)
Tiansheng Huang, Sihao Hu, Ling Liu
Vaccine: Perturbation-aware Alignment for Large Language Model. CoRR (2024)
Zhen Wu, Jingya Zhou, Jinghui Zhang, Ling Liu, Chizhou Huang
A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN. KDD (2024)
Ziwei Wang, Jun Zeng, Lin Zhong, Ling Liu, Min Gao, Junhao Wen
DSDRec: Next POI recommendation using deep semantic extraction and diffusion model. Inf. Sci. 678 (2024)
Sihao Hu, Tiansheng Huang, Ling Liu
PokéLLMon: A Human-Parity Agent for Pokémon Battles with Large Language Models. CoRR (2024)
Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
Hierarchical Pruning of Deep Ensembles with Focal Diversity. ACM Trans. Intell. Syst. Technol. 15 (1) (2024)
Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. CoRR (2024)
Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
Conversational Drug Editing Using Retrieval and Domain Feedback. ICLR (2024)
Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning. CoRR (2024)
Rui Zhu, Yue Huang, Ling Liu, Wei Zhou, Xuan Zhang, Yeting Chen, Li Cai
Business Process Retrieval From Large Model Repositories for Industry 4.0. IEEE Trans. Serv. Comput. 17 (1) (2024)
Ka-Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices. EuroSys (2024)
Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu
Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Wenqi Wei, Ling Liu
Gradient Coupling Effect of Poisoning Attacks in Federated Learning. HICSS (2024)
Hui Yan, Weidong Bao, Xiaoqing Li, Xiaomin Zhu, Yaohong Zhang, Ji Wang, Ling Liu
Fault-Tolerant Scheduling of Heterogeneous UAVs for Data Collection of IoT Applications. IEEE Internet Things J. 11 (16) (2024)
Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Ling Liu
Personalized Privacy Protection Mask Against Unauthorized Facial Recognition. CoRR (2024)
Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Wenqi Wei, Ling Liu
Diversity-driven Privacy Protection Masks Against Unauthorized Face Recognition. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Fatih Ilhan, Gong Su, Ling Liu
ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients. CVPR (2023)
Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu
Utility-Aware and Privacy-Preserving Mobile Query Services. IEEE Trans. Serv. Comput. 16 (2) (2023)
Imam Mustafa Kamal, Hyerim Bae, Ling Liu
Metric Learning as a Service With Covariance Embedding. IEEE Trans. Serv. Comput. 16 (5) (2023)
Shengchao Liu, Weili Nie, Chengpeng Wang, Jiarui Lu, Zhuoran Qiao, Ling Liu, Jian Tang, Chaowei Xiao, Animashree Anandkumar
Multi-modal molecule structure-text model for text-based retrieval and editing. Nat. Mac. Intell. 5 (12) (2023)
Youssef Elmougy, Ling Liu
Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics. KDD (2023)
Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. CoRR (2023)
Xigang Sun, Jingya Zhou, Ling Liu, Wenqi Wei
Explicit time embedding based cascade attention network for information popularity prediction. Inf. Process. Manag. 60 (3) (2023)
Ling Liu
Can Federated Learning be Responsible? TPS-ISA (2023)
Wenhua Xiao, Cheng Yang, Ji Wang, Xiaomin Zhu, Weidong Bao, Xiaojie Feng, Yu Xie, Wei Cao, Feng Yu, Ling Liu
YISHAN: Managing Large-scale Cloud Database Instances via Machine Learning. IEEE Trans. Serv. Comput. 16 (1) (2023)
Fatih Ilhan, Gong Su, Qingyang Wang, Ling Liu
Scalable Federated Learning with System Heterogeneity. ICDCS (2023)
Ka Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices. CoRR (2023)
Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Kompella, Ling Liu
Amplifying Object Tracking Performance on Edge Devices. CogMI (2023)
Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness. ICDM (2023)
Tiansheng Huang, Sihao Hu, Ka Ho Chow, Fatih Ilhan, Selim F. Tekin, Ling Liu
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training. NeurIPS (2023)
Chen Wang, Mengting Yuan, Rui Zhang, Kai Peng, Ling Liu
Efficient Point-of-Interest Recommendation Services With Heterogenous Hypergraph Embedding. IEEE Trans. Serv. Comput. 16 (2) (2023)
Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness. CoRR (2023)
Xigang Sun, Jingya Zhou, Ling Liu, Wenqi Wei
Explicit Time Embedding Based Cascade Attention Network for Information Popularity Prediction. CoRR (2023)
Sung-Hyun Sim, Hyerim Bae, Ling Liu
Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events. IEEE Trans. Serv. Comput. 16 (1) (2023)
Chungheon Yi, Ling Liu, Wonik Choi
SimilarNet: Pairwise Similarity Comparator Layer for Versatile Comparison. IEEE Access 11 (2023)
Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback. CoRR (2023)
Fatih Ilhan, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang, Ka Ho Chow, Ling Liu
Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems. WWW (Companion Volume) (2023)
Yakun Huang, Xiuquan Qiao, Jian Tang, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
An Integrated Cloud-Edge-Device Adaptive Deep Learning Service for Cross-Platform Web. IEEE Trans. Mob. Comput. 22 (4) (2023)
Bingbing Song, Ruxin Wang, Song Gao, Yunyun Dong, Ling Liu, Wei Zhou
Securing Deep Learning as a Service Against Adaptive High Frequency Attacks With MMCAT. IEEE Trans. Serv. Comput. 16 (5) (2023)
Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
STDLens: Model Hijacking-resilient Federated Learning for Object Detection. CoRR (2023)
Wenqi Wei, Ling Liu, Jingya Zhou, Ka Ho Chow, Yanzhao Wu
Securing Distributed SGD Against Gradient Leakage Threats. IEEE Trans. Parallel Distributed Syst. 34 (7) (2023)
Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
Hierarchical Pruning of Deep Ensembles with Focal Diversity. CoRR (2023)
Hui Yan, Weidong Bao, Xiaomin Zhu, Ji Wang, Ling Liu
Data Offloading Enabled by Heterogeneous UAVs for IoT Applications Under Uncertain Environments. IEEE Internet Things J. 10 (5) (2023)
Chungheon Yi, Wonik Choi, Ling Liu
Revisiting Metric Space Similarity Methods for High Performance Deep Embedding Learning. CogMI (2023)
Ka Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds. SIGMOD Conference Companion (2023)
Xigang Sun, Jingya Zhou, Ling Liu, Zhen Wu
CasTformer: A novel cascade transformer towards predicting information diffusion. Inf. Sci. 648 (2023)
Wenqi Wei, Ling Liu, Jingya Zhou, Ka Ho Chow, Yanzhao Wu
Securing Distributed SGD against Gradient Leakage Threats. CoRR (2023)
Jingya Zhou, Ling Liu, Wenqi Wei, Jianxi Fan
Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding. ACM Comput. Surv. 55 (2) (2023)
Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. TPS-ISA (2023)
Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae
Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI (2023)
Pei Ren, Ling Liu, Xiuquan Qiao, Junliang Chen
Distributed Edge System Orchestration for Web-Based Mobile Augmented Reality Services. IEEE Trans. Serv. Comput. 16 (3) (2023)
Yanzhao Wu, Ling Liu
Selecting and Composing Learning Rate Policies for Deep Neural Networks. ACM Trans. Intell. Syst. Technol. 14 (2) (2023)
Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
STDLens: Model Hijacking-Resilient Federated Learning for Object Detection. CVPR (2023)
Yanzhao Wu, Ling Liu
Selecting and Composing Learning Rate Policies for Deep Neural Networks. CoRR (2022)
Bowen Fei, Xiaomin Zhu, Daqian Liu, Junjie Chen, Weidong Bao, Ling Liu
Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform. IEEE Trans. Serv. Comput. 15 (3) (2022)
Rui Zhang, Rui Xue, Ling Liu
Security and Privacy for Healthcare Blockchains. IEEE Trans. Serv. Comput. 15 (6) (2022)
Yuming Wang, Yanbo Long, Lai Tu, Ling Liu
Delivering Scientific Influence Analysis as a Service on Research Grants Repository. IEEE Trans. Serv. Comput. 15 (4) (2022)
Sung-Hyun Sim, Ling Liu, Hyerim Bae
Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning. CoRR (2022)
Shengchao Liu, Weili Nie, Chengpeng Wang, Jiarui Lu, Zhuoran Qiao, Ling Liu, Jian Tang, Chaowei Xiao, Anima Anandkumar
Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing. CoRR (2022)
Zhongwei Xie, Ling Liu, Yanzhao Wu, Luo Zhong, Lin Li
Learning Text-image Joint Embedding for Efficient Cross-modal Retrieval with Deep Feature Engineering. ACM Trans. Inf. Syst. 40 (4) (2022)
Ting Li, Yiming Zhang, Hao Liu, Guangtao Xue, Ling Liu
Fast Compressive Spectral Clustering for Large-Scale Sparse Graph. IEEE Trans. Big Data 8 (1) (2022)
Pingpeng Yuan, Yujie You, Shuang Zhou, Hai Jin, Ling Liu
Providing Fast Reachability Query Services With MGTag: A Multi-Dimensional Graph Labeling Method. IEEE Trans. Serv. Comput. 15 (2) (2022)
Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar
Fine-Grained Elastic Partitioning for Distributed DNN Towards Mobile Web AR Services in the 5G Era. IEEE Trans. Serv. Comput. 15 (6) (2022)
Mincheol Kim, Ling Liu, Wonik Choi
Multi-GPU Efficient Indexing For Maximizing Parallelism of High Dimensional Range Query Services. IEEE Trans. Serv. Comput. 15 (5) (2022)
Mehmet Emre Gursoy, Ling Liu, Ka Ho Chow, Stacey Truex, Wenqi Wei
An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Jaejin Seo, Sangwon Lee, Ling Liu, Wonik Choi
TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation. IEEE Access 10 (2022)
Bei Wang, Ling Xu, Meng Yan, Chao Liu, Ling Liu
Multi-Dimension Convolutional Neural Network for Bug Localization. IEEE Trans. Serv. Comput. 15 (3) (2022)
Ling Liu, Minghan Cai, Rui Zhang, Qianchen Xiang, Hairu Yang
Research on the Current Situation and Strategies of College Students' Online Learning Interaction and Satisfaction During the COVID-19 Pandemic. IC4E (2022)
Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang
A Comparative Measurement Study of Deep Learning as a Service Framework. IEEE Trans. Serv. Comput. 15 (1) (2022)
Shanxiang Lyu, Ling Liu, Junzuo Lai, Cong Ling, Hao Chen
Lattice Codes for Lattice-Based PKE. IACR Cryptol. ePrint Arch. 2022 (2022)
Yakun Huang, Xiuquan Qiao, Pei Ren, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
A Lightweight Collaborative Deep Neural Network for the Mobile Web in Edge Cloud. IEEE Trans. Mob. Comput. 21 (7) (2022)
Imam Mustafa Kamal, Hyerim Bae, Ling Liu
Metric Learning as a Service with Covariance Embedding. CoRR (2022)
Xiong Gao, Weidong Bao, Xiaomin Zhu, Guanlin Wu, Ling Liu
An Edge Storage Acceleration Service for Collaborative Mobile Devices. IEEE Trans. Serv. Comput. 15 (4) (2022)
Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Jifei Wang, Ling Liu, Hai Jin
Mining Stable Quasi-Cliques on Temporal Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Ka Ho Chow, Umesh Deshpande, Sangeetha Seshadri, Ling Liu
DeepRest: deep resource estimation for interactive microservices. EuroSys (2022)
Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service. IEEE Trans. Serv. Comput. 15 (6) (2022)
Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
Edge AR X5: An Edge-Assisted Multi-User Collaborative Framework for Mobile Web Augmented Reality in 5G and Beyond. IEEE Trans. Cloud Comput. 10 (4) (2022)
Wenqi Cao, Ling Liu, Gong Su, Arun Iyengar
Efficient Huge Page Management with Xpage. IEEE BigData (2021)
Wenqi Wei, Ling Liu, Yanzhao Wu, Gong Su, Arun Iyengar
Gradient-Leakage Resilient Federated Learning. CoRR (2021)
Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu
De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks. CoRR (2021)
Wenqi Wei, Qi Zhang, Ling Liu
Bitcoin Transaction Forecasting With Deep Network Representation Learning. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy. IEEE Trans. Dependable Secur. Comput. 18 (5) (2021)
Hanwen Zhang, Wei Zhou, Junhao Wen, Ling Liu, Jun Zeng, Min Gao
Modeling Multi-Attribute and Implicit Relationship Factors for Collaborative Filtering Recommender System. SCC (2021)
Sangwon Lee, Ling Liu, Wonik Choi
Iterative Translation-Based Data Augmentation Method for Text Classification Tasks. IEEE Access 9 (2021)
Juhyun Bae, Ling Liu, Yanzhao Wu, Gong Su, Arun Iyengar
RDMAbox: Optimizing RDMA for Memory Intensive Workload. CIC (2021)
Yanzhao Wu, Ling Liu, Zhongwei Xie, Ka Ho Chow, Wenqi Wei
Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics. CVPR (2021)
Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
Demystifying Membership Inference Attacks in Machine Learning as a Service. IEEE Trans. Serv. Comput. 14 (6) (2021)
Xiao-ke Zhu, Qi Zhang, Taining Cheng, Ling Liu, Wei Zhou, Jing He
DLB: Deep Learning Based Load Balancing. CLOUD (2021)
Ka Ho Chow, Umesh Deshpande, Sangeetha Seshadri, Ling Liu
SRA: Smart Recovery Advisor for Cyber Attacks. SIGMOD Conference (2021)
Zhongwei Xie, Ling Liu, Yanzhao Wu, Luo Zhong, Lin Li
Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering. CoRR (2021)
Juhyun Bae, Ling Liu, Ka Ho Chow, Yanzhao Wu, Gong Su, Arun Iyengar
Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds. IEEE BigData (2021)
Wenqi Wei, Ling Liu
Robust Deep Learning Ensemble Against Deception. IEEE Trans. Dependable Secur. Comput. 18 (4) (2021)
Xuxin Zhang, Jian Chen, Rui Zhang, Chen Wang, Ling Liu
Attacking Recommender Systems With Plausible Profile. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Juhyun Bae, Gong Su, Arun Iyengar, Yanzhao Wu, Ling Liu
RDMAbox : Optimizing RDMA for Memory Intensive Workloads. CoRR (2021)
Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service. CoRR (2021)
Ka Ho Chow, Ling Liu
Perception Poisoning Attacks in Federated Learning. TPS-ISA (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ling Liu