Ling Liu - RankMe

716 papers A* 73A 96B 42C 25Misc 17Journal 317Unranked 138

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning. CoRR Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Ling Liu
2026	J	`jnl`	AGCN: A Service Computing-Oriented Anchor-Guided Graph Clustering Network. IEEE Trans. Serv. Comput. Jieren Cheng, Faqiang Zeng, Jimei Li, Ling Liu, Neal Xiong, Xin Peng
2026	J	`jnl`	Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding. CoRR Fatih Ilhan, Gaowen Liu, Ramana Rao Kompella, Selim Furkan Tekin, Tiansheng Huang, Zachary Yahn, Yichang Xu, Ling Liu
2026	A	`conf`	Geo-Personalization Bias in News Search: Analyzing Filter Bubbles in Search Engine Results with Multi-Perspective LLM Annotation. WSDM Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon
2026	J	`jnl`	GradCloak: Gradient Obfuscation for Privacy-Preserving Distributed Learning as a Service. IEEE Trans. Serv. Comput. Wenqi Wei, Tiansheng Huang, Sihao Hu, Xinxin Fan, Rui Zhang, Jingya Zhou, Ling Liu
2026	—	`conf`	H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs. EACL (Volume 1: Long Papers) Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Zachary Yahn, Ling Liu
2026	J	`jnl`	Matching Accounts on Blockchain via Pseudo Fine-tuning of Language Models. ACM Trans. Intell. Syst. Technol. Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Greg Eisenhauer, Margaret L. Loper, Ling Liu
2026	J	`jnl`	MemeTrans: A Dataset for Detecting High-Risk Memecoin Launches on Solana. CoRR Sihao Hu, Selim Furkan Tekin, Yichang Xu, Ling Liu
2026	J	`jnl`	Modular Model Adaptation for Online Learning in Streaming Text Classification. IEEE Trans. Knowl. Data Eng. Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2026	J	`jnl`	PokéLLMon: A Grounding and Reasoning Benchmark for Large Language Models in Pokémon Battles. ACM Trans. Internet Techn. Sihao Hu, Tiansheng Huang, Gaowen Liu, Ramana Kompella, Ling Liu
2026	J	`jnl`	Unfairness Attack and Unified Provable Defense on AI-Powered Internet of Energy. IEEE Trans. Inf. Forensics Secur. Hua Ma, Ruoxi Sun, Xin Yuan, Minhui Xue, Yansong Gao, Surya Nepal, Xingliang Yuan, Carsten Rudolph, Ling Liu
2026	J	`jnl`	Vision Verification Enhanced Fusion of VLMs for Efficient Visual Reasoning. CoRR Selim Furkan Tekin, Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Margaret L. Loper, Ling Liu
2026	J	`jnl`	When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation. ACM Trans. Inf. Syst. Zongwei Wang, Min Gao, Junliang Yu, Shazia Sadiq, Hongzhi Yin, Ling Liu
2025	J	`jnl`	Adversarial Attention Perturbations for Large Object Detection Transformers. CoRR Zachary Yahn, Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Margaret Loper, Ling Liu
2025	J	`jnl`	Adverseness vs. Equilibrium: Exploring Graph Adversarial Resilience through Dynamic Equilibrium. CoRR Xinxin Fan, Wenxiong Chen, Mengfan Li, Wenqi Wei, Ling Liu
2025	J	`jnl`	Angular triangle distance for ordinal metric learning. Appl. Intell. Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2025	A*	`conf`	Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning Attack. ICML Tiansheng Huang, Gautam Bhattacharya, Pratik Joshi, Joshua Kimball, Ling Liu
2025	A*	`conf`	Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. ICLR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2025	A	`conf`	FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas. CIKM Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon
2025	J	`jnl`	FastFHE: Packing-Scalable and Depthwise-Separable CNN Inference Over FHE. CoRR Wenbo Song, Xinxin Fan, Quanliang Jing, Shaoye Luo, Wenqi Wei, Chi Lin, Yunfeng Lu, Ling Liu
2025	—	`conf`	FedHFT: Efficient Federated Fine-tuning with Heterogeneous Edge Clients. CogMI Fatih Ilhan, Selim Furkan Tekin, Tiansheng Huang, Gaowen Liu, Ramana Kompella, Greg Eisenhauer, Yingyan Celine Lin, Calton Pu, Ling Liu
2025	J	`jnl`	FedHFT: Efficient Federated Finetuning with Heterogeneous Edge Clients. CoRR Fatih Ilhan, Selim Furkan Tekin, Tiansheng Huang, Gaowen Liu, Ramana Kompella, Greg Eisenhauer, Yingyan Celine Lin, Calton Pu, Ling Liu
2025	A*	`conf`	FedSDP: Federated Self-Derived Prototypes for Personalized Federated Learning. ICDE Jihoon Moon, Ling Liu, Hyuk-Yoon Kwon
2025	J	`jnl`	Keep the Lights On, Keep the Lengths in Check: Plug-In Adversarial Detection for Time-Series LLMs in Energy Forecasting. CoRR Hua Ma, Ruoxi Sun, Minhui Xue, Xingliang Yuan, Carsten Rudolph, Surya Nepal, Ling Liu
2025	J	`jnl`	Language-Vision Planner and Executor for Text-to-Visual Reasoning. CoRR Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Ling Liu
2025	J	`jnl`	Multi-Agent Reinforcement Learning with Focal Diversity Optimization. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu
2025	J	`jnl`	Rebellion: Noise-Robust Reasoning Training for Audio Reasoning Models. CoRR Tiansheng Huang, Virat Shejwalkar, Oscar Chang, Milad Nasr, Ling Liu
2025	J	`jnl`	Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. ACM Trans. Intell. Syst. Technol. Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Margaret Loper, Ling Liu
2025	J	`jnl`	Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Yichang Xu, Ling Liu
2025	J	`jnl`	Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance. ACM Comput. Surv. Wenqi Wei, Ling Liu
2025	J	`jnl`	Two-Dimensional DOA Estimation of Underwater Acoustic Signals With Gain-Phase Errors. IEEE Trans. Commun. Ming Xu, Jiajia Wu, Ling Liu
2025	J	`jnl`	Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2025	J	`jnl`	When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation. CoRR Zongwei Wang, Min Gao, Junliang Yu, Shazia Sadiq, Hongzhi Yin, Ling Liu
2024	A*	`conf`	A Deep Prediction Framework for Multi-Source Information via Heterogeneous GNN. KDD Zhen Wu, Jingya Zhou, Jinghui Zhang, Ling Liu, Chizhou Huang
2024	J	`jnl`	A Survey on Large Language Model-Based Game Agents. CoRR Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu
2024	A	`conf`	Adaptive Deep Neural Network Inference Optimization with EENet. WACV 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
2024	J	`jnl`	Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning. CoRR Tiansheng Huang, Gautam Bhattacharya, Pratik Joshi, Josh Kimball, Ling Liu
2024	A	`conf`	Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices. EuroSys Ka-Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
2024	J	`jnl`	Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	J	`jnl`	Business Process Retrieval From Large Model Repositories for Industry 4.0. IEEE Trans. Serv. Comput. Rui Zhu, Yue Huang, Ling Liu, Wei Zhou, Xuan Zhang, Yeting Chen, Li Cai
2024	A*	`conf`	Conversational Drug Editing Using Retrieval and Domain Feedback. ICLR Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
2024	J	`jnl`	DSDRec: Next POI recommendation using deep semantic extraction and diffusion model. Inf. Sci. Ziwei Wang, Jun Zeng, Lin Zhong, Ling Liu, Min Gao, Junhao Wen
2024	J	`jnl`	Data Poisoning and Leakage Analysis in Federated Learning. CoRR Wenqi Wei, Tiansheng Huang, Zachary Yahn, Anoop Singhal, Margaret Loper, Ling Liu
2024	J	`jnl`	Demystifying Data Poisoning Attacks in Distributed Learning as a Service. IEEE Trans. Serv. Comput. Wenqi Wei, Ka Ho Chow, Yanzhao Wu, Ling Liu
2024	J	`jnl`	Diversity-driven Privacy Protection Masks Against Unauthorized Face Recognition. Proc. Priv. Enhancing Technol. Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Wenqi Wei, Ling Liu
2024	A	`conf`	FL-GNN: Efficient Fusion of Fuzzy Neural Network and Graph Neural Network. ECAI Boyu Du, Jingya Zhou, Ling Liu, Xiaolong She
2024	J	`jnl`	Fault-Tolerant Scheduling of Heterogeneous UAVs for Data Collection of IoT Applications. IEEE Internet Things J. Hui Yan, Weidong Bao, Xiaoqing Li, Xiaomin Zhu, Yaohong Zhang, Ji Wang, Ling Liu
2024	—	`conf`	Gradient Coupling Effect of Poisoning Attacks in Federated Learning. HICSS Wenqi Wei, Ling Liu
2024	J	`jnl`	Gradient-Leaks: Enabling Black-Box Membership Inference Attacks Against Machine Learning Models. IEEE Trans. Inf. Forensics Secur. Gaoyang Liu, Tianlong Xu, Rui Zhang, Zixiong Wang, Chen Wang, Ling Liu
2024	J	`jnl`	H CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu
2024	J	`jnl`	Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	J	`jnl`	Hierarchical Pruning of Deep Ensembles with Focal Diversity. ACM Trans. Intell. Syst. Technol. Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
2024	—	`conf`	LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. EMNLP (Findings) Selim F. Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	A*	`conf`	Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack. NeurIPS Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim F. Tekin, Ling Liu
2024	—	`conf`	Neural Bezier Interpolation with Manifold Learning for Reliable Vessel Trajectory Prediction. CogMI Gawon Lee, Dohee Kim, Segil Park, Sung-Hyun Sim, Ling Liu, Hyerim Bae
2024	B	`conf`	OL4TeX: Adaptive Online Learning for Text Classification under Distribution Shifts. IEEE Big Data Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2024	—	`conf`	Personalized Privacy Protection Mask Against Unauthorized Facial Recognition. ECCV (82) Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Ling Liu
2024	J	`jnl`	Personalized Privacy Protection Mask Against Unauthorized Facial Recognition. CoRR Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Ling Liu
2024	J	`jnl`	PokeLLMon: A Human-Parity Agent for Pokemon Battles with Large Language Models. CoRR Sihao Hu, Tiansheng Huang, Ling Liu
2024	A*	`conf`	Resource- Efficient Transformer Pruning for Finetuning of Large Models. CVPR Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu
2024	J	`jnl`	SPDiffusion: Semantic Protection Diffusion for Multi-concept Text-to-image Generation. CoRR Yang Zhang, Rui Zhang, Xuecheng Nie, Haochen Li, Jikun Chen, Yifan Hao, Xin Zhang, Luoqi Liu, Ling Liu
2024	B	`conf`	SPrint: Self-Paced Continual Learning with Adaptive Curriculum and Memory Replay. IEEE Big Data Min-Seon Kim, Ling Liu, Hyuk-Yoon Kwon
2024	J	`jnl`	Secure Neighbor Discovery as a Service in the Internet of Ships Environment. IEEE Trans. Serv. Comput. Ming Xu, Ling Liu
2024	J	`jnl`	TS-Fastformer: Fast Transformer for Time-series Forecasting. ACM Trans. Intell. Syst. Technol. Sangwon Lee, Junho Hong, Ling Liu, Wonik Choi
2024	J	`jnl`	Toward Embedding Ambiguity-Sensitive Graph Neural Network Explainability. IEEE Trans. Fuzzy Syst. Xiaofeng Liu, Yinglong Ma, Degang Chen, Ling Liu
2024	J	`jnl`	Trustworthy Distributed AI Systems: Robustness, Privacy, and Governance. CoRR Wenqi Wei, Ling Liu
2024	J	`jnl`	Vaccine: Perturbation-aware Alignment for Large Language Model. CoRR Tiansheng Huang, Sihao Hu, Ling Liu
2024	A*	`conf`	Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack. NeurIPS Tiansheng Huang, Sihao Hu, Ling Liu
2024	A*	`conf`	ZipZap: Efficient Training of Language Models for Large-Scale Fraud Detection on Blockchain. WWW Sihao Hu, Tiansheng Huang, Ka-Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu
2023	—	`conf`	Amplifying Object Tracking Performance on Edge Devices. CogMI Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Kompella, Ling Liu
2023	J	`jnl`	An Integrated Cloud-Edge-Device Adaptive Deep Learning Service for Cross-Platform Web. IEEE Trans. Mob. Comput. Yakun Huang, Xiuquan Qiao, Jian Tang, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
2023	J	`jnl`	Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices. CoRR Ka Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
2023	A*	`conf`	BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection. WWW Sihao Hu, Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He, Ling Liu
2023	J	`jnl`	BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection. CoRR Sihao Hu, Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He, Ling Liu
2023	J	`jnl`	Bagging Recurrent Event Imputation for Repair of Imperfect Event Log With Missing Categorical Events. IEEE Trans. Serv. Comput. Sung-Hyun Sim, Hyerim Bae, Ling Liu
2023	—	`conf`	Can Federated Learning be Responsible? TPS-ISA Ling Liu
2023	J	`jnl`	CasTformer: A novel cascade transformer towards predicting information diffusion. Inf. Sci. Xigang Sun, Jingya Zhou, Ling Liu, Zhen Wu
2023	J	`jnl`	ChatGPT-powered Conversational Drug Editing Using Retrieval and Domain Feedback. CoRR Shengchao Liu, Jiongxiao Wang, Yijin Yang, Chengpeng Wang, Ling Liu, Hongyu Guo, Chaowei Xiao
2023	J	`jnl`	Data Offloading Enabled by Heterogeneous UAVs for IoT Applications Under Uncertain Environments. IEEE Internet Things J. Hui Yan, Weidong Bao, Xiaomin Zhu, Ji Wang, Ling Liu
2023	J	`jnl`	Deep adaptive collaborative graph neural network for social recommendation. Expert Syst. Appl. Liping Wang, Wei Zhou, Ling Liu, Zhengyi Yang, Junhao Wen
2023	A*	`conf`	Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics. KDD Youssef Elmougy, Ling Liu
2023	J	`jnl`	Demystifying Fraudulent Transactions and Illicit Nodes in the Bitcoin Network for Financial Forensics. CoRR Youssef Elmougy, Ling Liu
2023	J	`jnl`	Distributed Edge System Orchestration for Web-Based Mobile Augmented Reality Services. IEEE Trans. Serv. Comput. Pei Ren, Ling Liu, Xiuquan Qiao, Junliang Chen
2023	J	`jnl`	EENet: Learning to Early Exit for Adaptive Inference. CoRR Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu
2023	J	`jnl`	Efficient Point-of-Interest Recommendation Services With Heterogenous Hypergraph Embedding. IEEE Trans. Serv. Comput. Chen Wang, Mengting Yuan, Rui Zhang, Kai Peng, Ling Liu
2023	J	`jnl`	Explicit Time Embedding Based Cascade Attention Network for Information Popularity Prediction. CoRR Xigang Sun, Jingya Zhou, Ling Liu, Wenqi Wei
2023	J	`jnl`	Explicit time embedding based cascade attention network for information popularity prediction. Inf. Process. Manag. Xigang Sun, Jingya Zhou, Ling Liu, Wenqi Wei
2023	A*	`conf`	Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness. ICDM Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
2023	J	`jnl`	Exploring Model Learning Heterogeneity for Boosting Ensemble Robustness. CoRR Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
2023	J	`jnl`	Fast and Resource-Efficient Object Tracking on Edge Devices: A Measurement Study. CoRR Sanjana Vijay Ganesh, Yanzhao Wu, Gaowen Liu, Ramana Kompella, Ling Liu
2023	—	`conf`	Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems. WWW (Companion Volume) Fatih Ilhan, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang, Ka Ho Chow, Ling Liu
2023	J	`jnl`	Hierarchical Pruning of Deep Ensembles with Focal Diversity. CoRR Yanzhao Wu, Ka Ho Chow, Wenqi Wei, Ling Liu
2023	—	`conf`	Improving Time-Series Classification Accuracy Based on Temporal Feature Representation Learning Using CRU-LSTM Autoencoder. CogMI Dohee Kim, Sung-Hyun Sim, Bori Yoon, Ling Liu, Hyerim Bae
2023	—	`conf`	Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. TPS-ISA Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2023	J	`jnl`	Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. CoRR Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2023	A*	`conf`	Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training. NeurIPS Tiansheng Huang, Sihao Hu, Ka Ho Chow, Fatih Ilhan, Selim F. Tekin, Ling Liu
2023	J	`jnl`	Metric Learning as a Service With Covariance Embedding. IEEE Trans. Serv. Comput. Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2023	A*	`conf`	Model Cloaking against Gradient Leakage. ICDM Wenqi Wei, Ka-Ho Chow, Fatih Ilhan, Yanzhao Wu, Ling Liu
2023	J	`jnl`	Multi-modal molecule structure-text model for text-based retrieval and editing. Nat. Mac. Intell. Shengchao Liu, Weili Nie, Chengpeng Wang, Jiarui Lu, Zhuoran Qiao, Ling Liu, Jian Tang, Chaowei Xiao, Animashree Anandkumar
2023	J	`jnl`	Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding. ACM Comput. Surv. Jingya Zhou, Ling Liu, Wenqi Wei, Jianxi Fan
2023	—	`conf`	RAI4IoE: Responsible AI for Enabling the Internet of Energy. TPS-ISA Minhui Xue, Surya Nepal, Ling Liu, Subbu Sethuvenkatraman, Xingliang Yuan, Carsten Rudolph, Ruoxi Sun, Greg Eisenhauer
2023	J	`jnl`	RAI4IoE: Responsible AI for Enabling the Internet of Energy. CoRR Minhui Xue, Surya Nepal, Ling Liu, Subbu Sethuvenkatraman, Xingliang Yuan, Carsten Rudolph, Ruoxi Sun, Greg Eisenhauer
2023	—	`conf`	Revisiting Metric Space Similarity Methods for High Performance Deep Embedding Learning. CogMI Chungheon Yi, Wonik Choi, Ling Liu
2023	—	`conf`	SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds. SIGMOD Conference Companion Ka Ho Chow, Umesh Deshpande, Veera Deenadhayalan, Sangeetha Seshadri, Ling Liu
2023	A*	`conf`	STDLens: Model Hijacking-Resilient Federated Learning for Object Detection. CVPR Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
2023	J	`jnl`	STDLens: Model Hijacking-Resilient Federated Learning for Object Detection. CoRR Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
2023	A	`conf`	Scalable Federated Learning with System Heterogeneity. ICDCS Fatih Ilhan, Gong Su, Qingyang Wang, Ling Liu
2023	A*	`conf`	ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients. CVPR Fatih Ilhan, Gong Su, Ling Liu
2023	J	`jnl`	Securing Deep Learning as a Service Against Adaptive High Frequency Attacks With MMCAT. IEEE Trans. Serv. Comput. Bingbing Song, Ruxin Wang, Song Gao, Yunyun Dong, Ling Liu, Wei Zhou
2023	J	`jnl`	Securing Distributed SGD Against Gradient Leakage Threats. IEEE Trans. Parallel Distributed Syst. Wenqi Wei, Ling Liu, Jingya Zhou, Ka Ho Chow, Yanzhao Wu
2023	J	`jnl`	Securing Distributed SGD against Gradient Leakage Threats. CoRR Wenqi Wei, Ling Liu, Jingya Zhou, Ka Ho Chow, Yanzhao Wu
2023	J	`jnl`	Selecting and Composing Learning Rate Policies for Deep Neural Networks. ACM Trans. Intell. Syst. Technol. Yanzhao Wu, Ling Liu
2023	J	`jnl`	SimilarNet: Pairwise Similarity Comparator Layer for Versatile Comparison. IEEE Access Chungheon Yi, Ling Liu, Wonik Choi
2023	J	`jnl`	Utility-Aware and Privacy-Preserving Mobile Query Services. IEEE Trans. Serv. Comput. Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu
2023	J	`jnl`	YISHAN: Managing Large-scale Cloud Database Instances via Machine Learning. IEEE Trans. Serv. Comput. Wenhua Xiao, Cheng Yang, Ji Wang, Xiaomin Zhu, Weidong Bao, Xiaojie Feng, Yu Xie, Wei Cao, Feng Yu, Ling Liu
2022	J	`jnl`	A Comparative Measurement Study of Deep Learning as a Service Framework. IEEE Trans. Serv. Comput. Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang
2022	J	`jnl`	A Lightweight Collaborative Deep Neural Network for the Mobile Web in Edge Cloud. IEEE Trans. Mob. Comput. Yakun Huang, Xiuquan Qiao, Pei Ren, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
2022	J	`jnl`	An Adversarial Approach to Protocol Analysis and Selection in Local Differential Privacy. IEEE Trans. Inf. Forensics Secur. Mehmet Emre Gursoy, Ling Liu, Ka Ho Chow, Stacey Truex, Wenqi Wei
2022	J	`jnl`	An Edge Storage Acceleration Service for Collaborative Mobile Devices. IEEE Trans. Serv. Comput. Xiong Gao, Weidong Bao, Xiaomin Zhu, Guanlin Wu, Ling Liu
2022	J	`jnl`	Automatic Discovery of Multi-perspective Process Model using Reinforcement Learning. CoRR Sung-Hyun Sim, Ling Liu, Hyerim Bae
2022	A*	`conf`	Boosting Object Detection Ensembles with Error Diversity. ICDM Ka Ho Chow, Ling Liu
2022	J	`jnl`	Covert Secret-Key Agreement Protocol Based on the Underwater Acoustic Channel. IEEE Wirel. Commun. Lett. Ming Xu, Hexin Feng, Ling Liu
2022	B	`conf`	Cross-Modal Retrieval between Event-Dense Text and Image. ICMR Zhongwei Xie, Lin Li, Luo Zhong, Jianquan Liu, Ling Liu
2022	A*	`conf`	Deep Popularity Prediction in Multi-Source Cascade with HERI-GCN. ICDE Zhen Wu, Jingya Zhou, Ling Liu, Chaozhuo Li, Fei Gu
2022	A	`conf`	DeepRest: deep resource estimation for interactive microservices. EuroSys Ka Ho Chow, Umesh Deshpande, Sangeetha Seshadri, Ling Liu
2022	J	`jnl`	Delivering Scientific Influence Analysis as a Service on Research Grants Repository. IEEE Trans. Serv. Comput. Yuming Wang, Yanbo Long, Lai Tu, Ling Liu
2022	J	`jnl`	Edge AR X5: An Edge-Assisted Multi-User Collaborative Framework for Mobile Web Augmented Reality in 5G and Beyond. IEEE Trans. Cloud Comput. Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar, Junliang Chen
2022	J	`jnl`	Elastic Resource Provisioning Using Data Clustering in Cloud Service Platform. IEEE Trans. Serv. Comput. Bowen Fei, Xiaomin Zhu, DaQian Liu, Junjie Chen, Weidong Bao, Ling Liu
2022	A	`conf`	Ensemble Learning Methods for Dirty Data. CIKM Ling Liu
2022	J	`jnl`	Fast Compressive Spectral Clustering for Large-Scale Sparse Graph. IEEE Trans. Big Data Ting Li, Yiming Zhang, Hao Liu, Guangtao Xue, Ling Liu
2022	J	`jnl`	Fine-Grained Elastic Partitioning for Distributed DNN Towards Mobile Web AR Services in the 5G Era. IEEE Trans. Serv. Comput. Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Calton Pu, Schahram Dustdar
2022	J	`jnl`	Gradient Leakage Attack Resilient Deep Learning. IEEE Trans. Inf. Forensics Secur. Wenqi Wei, Ling Liu
2022	J	`jnl`	Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service. IEEE Trans. Serv. Comput. Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong
2022	J	`jnl`	Learning Text-image Joint Embedding for Efficient Cross-modal Retrieval with Deep Feature Engineering. ACM Trans. Inf. Syst. Zhongwei Xie, Ling Liu, Yanzhao Wu, Luo Zhong, Lin Li
2022	J	`jnl`	Metric Learning as a Service with Covariance Embedding. CoRR Imam Mustafa Kamal, Hyerim Bae, Ling Liu
2022	J	`jnl`	Mining Stable Quasi-Cliques on Temporal Networks. IEEE Trans. Syst. Man Cybern. Syst. Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Jifei Wang, Ling Liu, Hai Jin
2022	J	`jnl`	Multi-Dimension Convolutional Neural Network for Bug Localization. IEEE Trans. Serv. Comput. Bei Wang, Ling Xu, Meng Yan, Chao Liu, Ling Liu
2022	J	`jnl`	Multi-GPU Efficient Indexing For Maximizing Parallelism of High Dimensional Range Query Services. IEEE Trans. Serv. Comput. Mincheol Kim, Ling Liu, Wonik Choi
2022	J	`jnl`	Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing. CoRR Shengchao Liu, Weili Nie, Chengpeng Wang, Jiarui Lu, Zhuoran Qiao, Ling Liu, Jian Tang, Chaowei Xiao, Anima Anandkumar
2022	J	`jnl`	Providing Fast Reachability Query Services With MGTag: A Multi-Dimensional Graph Labeling Method. IEEE Trans. Serv. Comput. Pingpeng Yuan, Yujie You, Shuang Zhou, Hai Jin, Ling Liu
2022	—	`conf`	Research on the Current Situation and Strategies of College Students' Online Learning Interaction and Satisfaction During the COVID-19 Pandemic. IC4E Ling Liu, Minghan Cai, Rui Zhang, Qianchen Xiang, Hairu Yang
2022	J	`jnl`	Security and Privacy for Healthcare Blockchains. IEEE Trans. Serv. Comput. Rui Zhang, Rui Xue, Ling Liu
2022	J	`jnl`	Selecting and Composing Learning Rate Policies for Deep Neural Networks. CoRR Yanzhao Wu, Ling Liu
2022	J	`jnl`	TA-SBERT: Token Attention Sentence-BERT for Improving Sentence Representation. IEEE Access Jaejin Seo, Sangwon Lee, Ling Liu, Wonik Choi
2021	J	`jnl`	Attacking Recommender Systems With Plausible Profile. IEEE Trans. Inf. Forensics Secur. Xuxin Zhang, Jian Chen, Rui Zhang, Chen Wang, Ling Liu
2021	J	`jnl`	Bitcoin Transaction Forecasting With Deep Network Representation Learning. IEEE Trans. Emerg. Top. Comput. Wenqi Wei, Qi Zhang, Ling Liu
2021	A*	`conf`	Boosting Deep Ensemble Performance with Hierarchical Pruning. ICDM Yanzhao Wu, Ling Liu
2021	A*	`conf`	Boosting Ensemble Accuracy by Revisiting Ensemble Diversity Metrics. CVPR Yanzhao Wu, Ling Liu, Zhongwei Xie, Ka Ho Chow, Wenqi Wei
2021	B	`conf`	DLB: Deep Learning Based Load Balancing. CLOUD Xiaoke Zhu, Qi Zhang, Taining Cheng, Ling Liu, Wei Zhou, Jing He
2021	J	`jnl`	De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks. CoRR Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu
2021	J	`jnl`	De-Pois: An Attack-Agnostic Defense against Data Poisoning Attacks. IEEE Trans. Inf. Forensics Secur. Jian Chen, Xuxin Zhang, Rui Zhang, Chen Wang, Ling Liu
2021	J	`jnl`	Decentralized Trust Management: Risk Analysis and Trust Aggregation. ACM Comput. Surv. Xinxin Fan, Ling Liu, Rui Zhang, Quanliang Jing, Jingping Bi
2021	J	`jnl`	Demystifying Membership Inference Attacks in Machine Learning as a Service. IEEE Trans. Serv. Comput. Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2021	B	`conf`	Efficient Deep Feature Calibration for Cross-Modal Joint Embedding Learning. ICMI Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong
2021	J	`jnl`	Efficient Deep Feature Calibration for Cross-Modal Joint Embedding Learning. CoRR Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong
2021	—	`conf`	Efficient Huge Page Management with Xpage. IEEE BigData Wenqi Cao, Ling Liu, Gong Su, Arun Iyengar
2021	A	`conf`	FreeLauncher: Lossless Failure Recovery of Parameter Servers with Ultralight Replication. ICDCS Yangyang Zhang, Jianxin Li, Yiming Zhang, Lijie Wang, Ling Liu
2021	J	`jnl`	GPS spoofed or not? Exploiting RSSI and TSS in crowdsourced air traffic control data. Distributed Parallel Databases Gaoyang Liu, Rui Zhang, Yang Yang, Chen Wang, Ling Liu
2021	J	`jnl`	Gradient Leakage Attack Resilient Deep Learning. CoRR Wenqi Wei, Ling Liu
2021	A	`conf`	Gradient-Leakage Resilient Federated Learning. ICDCS Wenqi Wei, Ling Liu, Yanzhao Wu, Gong Su, Arun Iyengar
2021	J	`jnl`	Gradient-Leakage Resilient Federated Learning. CoRR Wenqi Wei, Ling Liu, Yanzhao Wu, Gong Su, Arun Iyengar
2021	J	`jnl`	GraphA: Efficient Partitioning and Storage for Distributed Graph Computation. IEEE Trans. Serv. Comput. Yiming Zhang, Dong Sheng Li, Chengfei Zhang, Jinyan Wang, Ling Liu
2021	J	`jnl`	Iterative Translation-Based Data Augmentation Method for Text Classification Tasks. IEEE Access Sangwon Lee, Ling Liu, Wonik Choi
2021	A	`conf`	Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images. CIKM Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong
2021	J	`jnl`	Learning Joint Embedding with Modality Alignments for Cross-Modal Retrieval of Recipes and Food Images. CoRR Zhongwei Xie, Ling Liu, Lin Li, Luo Zhong
2021	J	`jnl`	Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service. CoRR Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong
2021	J	`jnl`	Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering. CoRR Zhongwei Xie, Ling Liu, Yanzhao Wu, Luo Zhong, Lin Li
2021	—	`conf`	Modeling Multi-Attribute and Implicit Relationship Factors for Collaborative Filtering Recommender System. SCC Hanwen Zhang, Wei Zhou, Junhao Wen, Ling Liu, Jun Zeng, Min Gao
2021	J	`jnl`	Network Representation Learning: From Preprocessing, Feature Extraction to Node Embedding. CoRR Jingya Zhou, Ling Liu, Wenqi Wei, Jianxi Fan
2021	—	`conf`	Parallel Detection for Efficient Video Analytics at the Edge. CogMI Yanzhao Wu, Ling Liu, Ramana Kompella
2021	J	`jnl`	Parallel Detection for Efficient Video Analytics at the Edge. CoRR Yanzhao Wu, Ling Liu, Ramana Kompella
2021	—	`conf`	Perception Poisoning Attacks in Federated Learning. TPS-ISA Ka Ho Chow, Ling Liu
2021	J	`jnl`	RDMAbox : Optimizing RDMA for Memory Intensive Workloads. CoRR Juhyun Bae, Gong Su, Arun Iyengar, Yanzhao Wu, Ling Liu
2021	—	`conf`	RDMAbox: Optimizing RDMA for Memory Intensive Workload. CIC Juhyun Bae, Ling Liu, Yanzhao Wu, Gong Su, Arun Iyengar
2021	J	`jnl`	Robust Deep Learning Ensemble Against Deception. IEEE Trans. Dependable Secur. Comput. Wenqi Wei, Ling Liu
2021	A*	`conf`	Robust Object Detection Fusion Against Deception. KDD Ka Ho Chow, Ling Liu
2021	—	`conf`	SRA: Smart Recovery Advisor for Cyber Attacks. SIGMOD Conference Ka Ho Chow, Umesh Deshpande, Sangeetha Seshadri, Ling Liu
2021	J	`jnl`	Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy. IEEE Trans. Dependable Secur. Comput. Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2021	J	`jnl`	Security and Privacy for Healthcare Blockchains. CoRR Rui Zhang, Rui Xue, Ling Liu
2021	—	`conf`	The TSC-PFed Architecture for Privacy-Preserving FL. TPS-ISA Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Ka Ho Chow
2021	A*	`conf`	Towards Video Streaming Analysis and Sharing for Multi-Device Interaction with Lightweight DNNs. INFOCOM Yakun Huang, Hongru Zhao, Xiuquan Qiao, Jian Tang, Ling Liu
2021	—	`conf`	Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds. IEEE BigData Juhyun Bae, Ling Liu, Ka Ho Chow, Yanzhao Wu, Gong Su, Arun Iyengar
2020	—	`conf`	A Framework for Evaluating Client Privacy Leakages in Federated Learning. ESORICS (1) Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	J	`jnl`	A Framework for Evaluating Gradient Leakage Attacks in Federated Learning. CoRR Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Adversarial Deception in Deep Learning: Analysis and Mitigation. TPS-ISA Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Adversarial Objectness Gradient Attacks in Real-time Object Detection Systems. TPS-ISA Ka Ho Chow, Ling Liu, Margaret Loper, Juhyun Bae, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	J	`jnl`	Bitcoin Transaction Forecasting with Deep Network Representation Learning. CoRR Wenqi Wei, Qi Zhang, Ling Liu
2020	Misc	`conf`	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples. ICNC Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2020	—	`conf`	Cross-Modal Joint Embedding with Diverse Semantics. CogMI Zhongwei Xie, Ling Liu, Yanzhao Wu, Lin Li, Luo Zhong
2020	—	`conf`	Data Poisoning Attacks Against Federated Learning Systems. ESORICS (1) Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020	J	`jnl`	Data Poisoning Attacks Against Federated Learning Systems. CoRR Vale Tolpegin, Stacey Truex, Mehmet Emre Gursoy, Ling Liu
2020	A*	`conf`	DeepAdapter: A Collaborative Deep Learning Framework for the Mobile Web Using Context-Aware Network Pruning. INFOCOM Yakun Huang, Xiuquan Qiao, Jian Tang, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
2020	J	`jnl`	Edge-Assisted Distributed DNN Collaborative Computing Approach for Mobile Web Augmented Reality in 5G Networks. IEEE Netw. Pei Ren, Xiuquan Qiao, Yakun Huang, Ling Liu, Schahram Dustdar, Junliang Chen
2020	—	`conf`	Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads. MEMSYS Juhyun Bae, Gong Su, Arun Iyengar, Yanzhao Wu, Ling Liu
2020	J	`jnl`	Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads. CoRR Juhyun Bae, Gong Su, Arun Iyengar, Yanzhao Wu, Ling Liu
2020	—	`conf`	Functional Perceptron using Multi-dimensional Activation Functions. CogMI Chungheon Yi, Wonik Choi, Youngjun Jeon, Ling Liu
2020	J	`jnl`	GraphMap: scalable iterative graph processing using NoSQL. J. Supercomput. Sayan Goswami, Ayam Pokhrel, Kisung Lee, Ling Liu, Qi Zhang, Yang Zhou
2020	J	`jnl`	Hierarchical Orchestration of Disaggregated Memory. IEEE Trans. Computers Wenqi Cao, Ling Liu
2020	J	`jnl`	Improving Collaborative Filtering with Social Influence over Heterogeneous Information Networks. ACM Trans. Internet Techn. Yang Zhou, Ling Liu, Kisung Lee, Balaji Palanisamy, Qi Zhang
2020	J	`jnl`	Internet Technology Outlook: From Communication to Storage and Cognitive Computing. ACM Trans. Internet Techn. Ling Liu
2020	J	`jnl`	LDP-Fed: Federated Learning with Local Differential Privacy. CoRR Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020	—	`conf`	LDP-Fed: federated learning with local differential privacy. EdgeSys@EuroSys Stacey Truex, Ling Liu, Ka Ho Chow, Mehmet Emre Gursoy, Wenqi Wei
2020	—	`conf`	Memory Abstraction and Optimization for Distributed Executors. CIC Semih Sahin, Ling Liu, Wenqi Cao, Qi Zhang, Juhyun Bae, Yanzhao Wu
2020	J	`jnl`	Multi-Party Secret Key Generation Over Underwater Acoustic Channels. IEEE Wirel. Commun. Lett. Ming Xu, Yimeng Fan, Ling Liu
2020	—	`conf`	Promoting High Diversity Ensemble Learning with EnsembleBench. CogMI Yanzhao Wu, Ling Liu, Zhongwei Xie, Juhyun Bae, Ka Ho Chow, Wenqi Wei
2020	J	`jnl`	Promoting High Diversity Ensemble Learning with EnsembleBench. CoRR Yanzhao Wu, Ling Liu, Zhongwei Xie, Juhyun Bae, Ka Ho Chow, Wenqi Wei
2020	J	`jnl`	Robust Deep Learning Ensemble against Deception. CoRR Wenqi Wei, Ling Liu
2020	—	`conf`	StackVault: Protection from Untrusted Functions. TPS-ISA Qi Zhang, Zehra Sura, Ashish Kundu, Gong Su, Arun Iyengar, Ling Liu
2020	J	`jnl`	TOG: Targeted Adversarial Objectness Gradient Attacks on Real-time Object Detection Systems. CoRR Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	J	`jnl`	Understanding Object Detection Through An Adversarial Lens. CoRR Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	—	`conf`	Understanding Object Detection Through an Adversarial Lens. ESORICS (2) Ka Ho Chow, Ling Liu, Mehmet Emre Gursoy, Stacey Truex, Wenqi Wei, Yanzhao Wu
2020	—	`conf`	Utility-Optimized Synthesis of Differentially Private Location Traces. TPS-ISA Mehmet Emre Gursoy, Vivekanand Rajasekar, Ling Liu
2020	J	`jnl`	Utility-Optimized Synthesis of Differentially Private Location Traces. CoRR Mehmet Emre Gursoy, Vivekanand Rajasekar, Ling Liu
2019	A	`conf`	A Lightweight Collaborative Recognition System with Binary Convolutional Neural Network for Mobile Web Augmented Reality. ICDCS Yakun Huang, Xiuquan Qiao, Pei Ren, Ling Liu, Calton Pu, Junliang Chen
2019	B	`conf`	A Relation Extraction Method Based on Entity Type Embedding and Recurrent Piecewise Residual Networks. BigData Yuming Wang, Huiqiang Zhao, Lai Tu, Jingpei Dan, Ling Liu
2019	—	`conf`	A Social Recommendation Algorithm with Trust and Distrust Considering Domain Relevance. ICONIP (5) Ling Liu, Qi Zhang, Yi Zhang, Junhao Wen
2019	—	`conf`	Approximate Deep Network Embedding for Mining Large-Scale Graphs. CogMI Yang Zhou, Ling Liu
2019	A	`conf`	Big RDF Data Storage, Computation, and Analysis: A Strawman's Arguments. ICDCS Pingpeng Yuan, Longlong Lin, Zhijuan Kou, Ling Liu, Hai Jin
2019	B	`conf`	Clustering Noisy Trajectories via Robust Deep Attention Auto-Encoders. MDM Rui Zhang, Peng Xie, Hongbo Jiang, Zhu Xiao, Chen Wang, Ling Liu
2019	J	`jnl`	Cooperative Data Sharing for Mobile Cloudlets Under Heterogeneous Environments. IEEE Trans. Netw. Serv. Manag. Wenhua Xiao, Xiaomin Zhu, Weidong Bao, Ling Liu, Jian Yao
2019	J	`jnl`	Cross-Layer Strategic Ensemble Defense Against Adversarial Examples. CoRR Wenqi Wei, Ling Liu, Margaret Loper, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	J	`jnl`	DLB: Deep Learning Based Load Balancing. CoRR Xiaoke Zhu, Qi Zhang, Ling Liu, Taining Cheng, Shaowen Yao, Wei Zhou, Jing He
2019	J	`jnl`	Decentralized Trust Management: Risk Analysis and Trust Aggregation. CoRR Xinxin Fan, Ling Liu, Rui Zhang, Quanliang Jing, Jingping Bi
2019	—	`conf`	Deception, Robustness and Trust in Big Data Fueled Deep Learning Systems. IEEE BigData Ling Liu
2019	B	`conf`	Deep Neural Network Ensembles Against Deception: Ensemble Diversity, Accuracy and Robustness. MASS Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	J	`jnl`	Deep Neural Network Ensembles against Deception: Ensemble Diversity, Accuracy and Robustness. CoRR Ling Liu, Wenqi Wei, Ka Ho Chow, Margaret Loper, Mehmet Emre Gursoy, Stacey Truex, Yanzhao Wu
2019	J	`jnl`	Delivering Scientific Influence Analysis as a Service on Research Grants Repository. CoRR Yuming Wang, Yanbo Long, Lai Tu, Ling Liu
2019	J	`jnl`	Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks. CoRR Yanzhao Wu, Ling Liu, Juhyun Bae, Ka Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang
2019	—	`conf`	Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks. IEEE BigData Yanzhao Wu, Ling Liu, Juhyun Bae, Ka Ho Chow, Arun Iyengar, Calton Pu, Wenqi Wei, Lei Yu, Qi Zhang
2019	—	`conf`	Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks. IEEE BigData Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu
2019	J	`jnl`	Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks. CoRR Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Ling Liu
2019	A*	`conf`	Differentially Private Model Publishing for Deep Learning. IEEE Symposium on Security and Privacy Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019	J	`jnl`	Differentially Private Model Publishing for Deep Learning. CoRR Lei Yu, Ling Liu, Calton Pu, Mehmet Emre Gursoy, Stacey Truex
2019	J	`jnl`	Differentially Private and Utility Preserving Publication of Trajectory Data. IEEE Trans. Mob. Comput. Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu
2019	—	`conf`	Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. TPS-ISA Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019	J	`jnl`	Effects of Differential Privacy and Data Skewness on Membership Inference Vulnerability. CoRR Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Wenqi Wei, Lei Yu
2019	—	`conf`	Enhancing Collaborative Filtering with Multi-label Classification. CSoNet Yang Zhou, Ling Liu, Qi Zhang, Kisung Lee, Balaji Palanisamy
2019	—	`conf`	GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure. CogMI Lei Yu, Qi Zhang, Donna Dillenberger, Ling Liu, Calton Pu, Ka Ho Chow, Mehmet Emre Gursoy, Stacey Truex, Hong Min, Arun Iyengar, Gong Su
2019	J	`jnl`	Latent Ability Model: A Generative Probabilistic Learning Framework for Workforce Analytics. IEEE Trans. Knowl. Data Eng. Zhiling Luo, Ling Liu, Jianwei Yin, Ying Li, Zhaohui Wu
2019	J	`jnl`	Leveraging Glocality for Fast Failure Recovery in Distributed RAM Storage. ACM Trans. Storage Yiming Zhang, Dongsheng Li, Ling Liu
2019	J	`jnl`	Lightweight Indexing and Querying Services for Big Spatial Data. IEEE Trans. Serv. Comput. Kisung Lee, Ling Liu, Raghu K. Ganti, Mudhakar Srivatsa, Qi Zhang, Yang Zhou, Qingyang Wang
2019	J	`jnl`	MPURank: A Social Hotspot Tracking Scheme Based on Tripartite Graph and Multimessages Iterative Driven. IEEE Trans. Comput. Soc. Syst. Yunpeng Xiao, Haiyang Yu, Qian Li, Ling Liu, Ming Xu, Hanchun Xiao
2019	A	`conf`	Memory Disaggregation: Research Problems and Opportunities. ICDCS Ling Liu, Wenqi Cao, Semih Sahin, Qi Zhang, Juhyun Bae, Yanzhao Wu
2019	—	`conf`	Predict the Next Location From Trajectory Based on Spatiotemporal Sequence. IIAI-AAI Jun Zeng, Haoran Tang, Yingbo Wu, Ling Liu, Sachio Hirokawa
2019	J	`jnl`	Pressure-Pair-Based Floor Localization System Using Barometric Sensors on Smartphones. Sensors Chungheon Yi, Wonik Choi, Youngjun Jeon, Ling Liu
2019	—	`conf`	Real-Time Bridge Structural Condition Evaluation Based on Data Compression. CWSN Jingpei Dan, Ling Liu, Yuming Wang, Junji Chen, Xia Huang
2019	J	`jnl`	Secure and Utility-Aware Data Collection with Condensed Local Differential Privacy. CoRR Mehmet Emre Gursoy, Acar Tamersoy, Stacey Truex, Wenqi Wei, Ling Liu
2019	J	`jnl`	Security and Privacy on Blockchain. CoRR Rui Zhang, Rui Xue, Ling Liu
2019	J	`jnl`	Security and Privacy on Blockchain. ACM Comput. Surv. Rui Zhang, Rui Xue, Ling Liu
2019	J	`jnl`	Sender-Receiver Role-Based Energy-Aware Scheduling for Internet of Underwater Things. IEEE Trans. Emerg. Top. Comput. Ming Xu, Ling Liu
2019	J	`jnl`	StackVault: Protection from Untrusted Functions. CoRR Qi Zhang, Zehra Sura, Ashish Kundu, Gong Su, Arun Iyengar, Ling Liu
2019	B	`conf`	Synchronization-Free GPS Spoofing Detection with Crowdsourced Air Traffic Control Data. MDM Gaoyang Liu, Rui Zhang, Chen Wang, Ling Liu
2019	A*	`ed.`	The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019 WWW Ling Liu, Ryen W. White, Amin Mantrach, Fabrizio Silvestri, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia
2019	J	`jnl`	Utility-aware and privacy-preserving mobile query services. CoRR Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu
2019	J	`jnl`	Web AR: A Promising Future for Mobile Augmented Reality - State of the Art, Challenges, and Insights. Proc. IEEE Xiuquan Qiao, Pei Ren, Schahram Dustdar, Ling Liu, Huadong Ma, Junliang Chen
2019	J	`jnl`	一种基于领域信任及不信任的奇异值分解推荐算法 (Recommendation Algorithm with Field Trust and Distrust Based on SVD). 计算机科学 Qi Zhang, Ling Liu, Junhao Wen
2018	—	`ed.`	2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018, Tokyo, Japan, 23-27 July 2018, Volume 1 COMPSAC (1) Sorel Reisman, Sheikh Iqbal Ahamed, Claudio Demartini, Thomas M. Conte, Ling Liu, William R. Claycomb, Motonori Nakamura, Edmundo Tovar, Stelvio Cimato, Chung-Horng Lung, Hiroki Takakura, Ji-Jiang Yang, Toyokazu Akiyama, Zhiyong Zhang, Md. Kamrul Hasan
2018	—	`ed.`	2018 IEEE 42nd Annual Computer Software and Applications Conference, COMPSAC 2018, Tokyo, Japan, 23-27 July 2018, Volume 2 COMPSAC (2) Sorel Reisman, Sheikh Iqbal Ahamed, Claudio Demartini, Thomas M. Conte, Ling Liu, William R. Claycomb, Motonori Nakamura, Edmundo Tovar, Stelvio Cimato, Chung-Horng Lung, Hiroki Takakura, Ji-Jiang Yang, Toyokazu Akiyama, Zhiyong Zhang, Md. Kamrul Hasan
2018	J	`jnl`	A Comparative Measurement Study of Deep Learning as a Service Framework. CoRR Yanzhao Wu, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin, Wenqi Wei, Qi Zhang
2018	—	`conf`	A Comparative Study of Containers and Virtual Machines in Big Data Environment. IEEE CLOUD Qi Zhang, Ling Liu, Calton Pu, Qiwei Dou, Liren Wu, Wei Zhou
2018	J	`jnl`	A Comparative Study of Containers and Virtual Machines in Big Data Environment. CoRR Qi Zhang, Ling Liu, Calton Pu, Qiwei Dou, Liren Wu, Wei Zhou
2018	B	`conf`	A Decentralizing Attribute-Based Signature for Healthcare Blockchain. ICCCN You Sun, Rui Zhang, Xin Wang, Kaiqiang Gao, Ling Liu
2018	J	`jnl`	A GPU-Aware Parallel Index for Processing High-Dimensional Big Data. IEEE Trans. Computers Mincheol Kim, Ling Liu, Wonik Choi
2018	J	`jnl`	Adversarial Examples in Deep Learning: Characterization and Divergence. CoRR Wenqi Wei, Ling Liu, Stacey Truex, Lei Yu, Mehmet Emre Gursoy
2018	A	`conf`	Benchmarking Deep Learning Frameworks: Design Considerations, Metrics and Beyond. ICDCS Ling Liu, Yanzhao Wu, Wenqi Wei, Wenqi Cao, Semih Sahin, Qi Zhang
2018	A*	`conf`	Deep Learning of Graphs with Ngram Convolutional Neural Networks (Extended Abstract). ICDE Zhiling Luo, Ling Liu, Jianwei Yin, Ying Li, Zhaohui Wu
2018	—	`conf`	Dynamic and Transparent Memory Sharing for Accelerating Big Data Analytics Workloads in Virtualized Cloud. IEEE BigData Wenqi Cao, Ling Liu
2018	—	`conf`	Effective Facial Obstructions Removal with Enhanced Cycle-Consistent Generative Adversarial Networks. AIMS Yuming Wang, Xiao Ou, Lai Tu, Ling Liu
2018	A	`conf`	Efficient Shared Memory Orchestration towards Demand Driven Memory Slicing. ICDCS Qi Zhang, Ling Liu, Calton Pu, Wenqi Cao, Semih Sahin
2018	—	`conf`	Experimental Characterizations and Analysis of Deep Learning Frameworks. IEEE BigData Yanzhao Wu, Wenqi Cao, Semih Sahin, Ling Liu
2018	—	`conf`	Inter-Category Distribution Enhanced Feature Extraction for Efficient Text Classification. BigData Congress Yuming Wang, Jun Huang, Yun Liu, Lai Tu, Ling Liu
2018	A*	`conf`	MGTag: a Multi-Dimensional Graph Labeling Scheme for Fast Reachability Queries. ICDE Shuang Zhou, Pingpeng Yuan, Ling Liu, Hai Jin
2018	—	`conf`	Meta-path Based Heterogeneous Graph Embedding for Music Recommendation. ICONIP (3) Qianqi Fang, Ling Liu, Junliang Yu, Junhao Wen
2018	Misc	`conf`	Misclassification Cost-Sensitive Software Defect Prediction. IRI Ling Xu, Bei Wang, Ling Liu, Mo Zhou, Shengping Liao, Meng Yan
2018	J	`jnl`	Privacy-Preserving Publishing of Multilevel Utility-Controlled Graph Datasets. ACM Trans. Internet Techn. Balaji Palanisamy, Ling Liu, Yang Zhou, Qingyang Wang
2018	—	`conf`	PrivacyZone: A Novel Approach to Protecting Location Privacy of Mobile Users. IEEE BigData Emre Yigitoglu, Mehmet Emre Gursoy, Ling Liu, Margaret Loper, Bhuvan Bamba, Kisung Lee
2018	J	`jnl`	Research on oblivious keyword search protocols with CKA security. Int. J. Commun. Syst. Zhengtao Jiang, Ling Liu, Liaojun Pang
2018	J	`jnl`	Searchable Encryption for Healthcare Clouds: A Survey. IEEE Trans. Serv. Comput. Rui Zhang, Rui Xue, Ling Liu
2018	J	`jnl`	SenseVault: A Three-tier Framework for Securing Mobile Underwater Sensor Networks. IEEE Trans. Mob. Comput. Ming Xu, Ling Liu
2018	J	`jnl`	Statistical Verification of Process Model Conformance to Execution Log Considering Model Abstraction. Int. J. Cooperative Inf. Syst. Sung-Hyun Sim, Hyerim Bae, Yulim Choi, Ling Liu
2018	—	`conf`	Storage Service Orchestration with Container Elasticity. CIC Amit Warke, Mohamed Mohamed, Robert Engel, Heiko Ludwig, Wayne Sawdon, Ling Liu
2018	J	`jnl`	Towards Bandwidth Guarantee for Virtual Clusters Under Demand Uncertainty in Multi-Tenant Clouds. IEEE Trans. Parallel Distributed Syst. Lei Yu, Haiying Shen, Zhipeng Cai, Ling Liu, Calton Pu
2018	J	`jnl`	Towards Demystifying Membership Inference Attacks. CoRR Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu, Wenqi Wei
2018	A*	`conf`	Utility-Aware Synthesis of Differentially Private and Attack-Resilient Location Traces. CCS Mehmet Emre Gursoy, Ling Liu, Stacey Truex, Lei Yu, Wenqi Wei
2018	—	`conf`	WITCAT: A Workload Spike Targeted Cloud Management Solution. SoCC Junjie Chen, Xiaomin Zhu, Weidong Bao, Zhong Liu, Ling Liu
2017	A	`ed.`	37th IEEE International Conference on Distributed Computing Systems, ICDCS 2017, Atlanta, GA, USA, June 5-8, 2017 ICDCS Kisung Lee, Ling Liu
2017	—	`ed.`	41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017, Turin, Italy, July 4-8, 2017. Volume 1 COMPSAC (1) Sorel Reisman, Sheikh Iqbal Ahamed, Claudio Demartini, Thomas M. Conte, Ling Liu, William R. Claycomb, Motonori Nakamura, Edmundo Tovar, Stelvio Cimato, Chung-Horng Lung, Hiroki Takakura, Ji-Jiang Yang, Toyokazu Akiyama, Zhiyong Zhang, Md. Kamrul Hasan
2017	—	`ed.`	41st IEEE Annual Computer Software and Applications Conference, COMPSAC 2017, Turin, Italy, July 4-8, 2017. Volume 2 COMPSAC (2) Sorel Reisman, Sheikh Iqbal Ahamed, Claudio Demartini, Thomas M. Conte, Ling Liu, William R. Claycomb, Motonori Nakamura, Edmundo Tovar, Stelvio Cimato, Chung-Horng Lung, Hiroki Takakura, Ji-Jiang Yang, Toyokazu Akiyama, Zhiyong Zhang, Md. Kamrul Hasan
2017	A	`conf`	A Case for Memory Frequency Sensitivity. ICWS Guoliang Zhu, Kai Lu, Xiaoping Wang, Yiming Zhang, Ling Liu
2017	J	`jnl`	A Systematic Approach to Clustering Whole Trajectories of Mobile Objects in Road Networks. IEEE Trans. Knowl. Data Eng. Binh Han, Ling Liu, Edward Omiecinski
2017	A	`conf`	An Experimental Study of a Biosequence Big Data Analysis Service. ICWS Wei Zhou, Ling Liu, Calton Pu, Tao Zhu, Qingyang Wang, Wenkun Xiang, Shaowen Yao
2017	B	`conf`	Augmenting Amdahl's Second Law: A Theoretical Model to Build Cost-Effective Balanced HPC Infrastructure for Data-Driven Science. CLOUD Arghya Kusum Das, Jae-Ki Hong, Sayan Goswami, Richard Platania, Kisung Lee, Wooseok Chang, Seung-Jong Park, Ling Liu
2017	B	`conf`	Cloud-Based Positioning Method with Visualized Signal Images. CLOUD Chungheon Yi, Wonik Choi, Ling Liu, Youngjun Jeon
2017	J	`jnl`	Cost-Aware Big Data Processing Across Geo-Distributed Datacenters. IEEE Trans. Parallel Distributed Syst. Wenhua Xiao, Weidong Bao, Xiaomin Zhu, Ling Liu
2017	A	`conf`	CrowdDefense: A Trust Vector-Based Threat Defense Model in Crowdsourcing Environments. ICWS Bin Ye, Yan Wang, Ling Liu
2017	J	`jnl`	Deep Learning of Graphs with Ngram Convolutional Neural Networks. IEEE Trans. Knowl. Data Eng. Zhiling Luo, Ling Liu, Jianwei Yin, Ying Li, Zhaohui Wu
2017	—	`conf`	Distributed Orchestration in Large-Scale IoT Systems. ICIOT Emre Yigitoglu, Ling Liu, Margaret Loper, Calton Pu
2017	A*	`conf`	Dynamic Differential Location Privacy with Personalized Error Bounds. NDSS Lei Yu, Ling Liu, Calton Pu
2017	J	`jnl`	Erratum to: Exploring correlation for fast skyline computation. J. Supercomput. Boseon Yu, Wonik Choi, Ling Liu
2017	J	`jnl`	Exploring correlation for fast skyline computation. J. Supercomput. Boseon Yu, Wonik Choi, Ling Liu
2017	—	`conf`	Foggy: A Framework for Continuous Automated IoT Application Deployment in Fog Computing. AIMS@SERVICES Emre Yigitoglu, Mohamed Mohamed, Ling Liu, Heiko Ludwig
2017	J	`jnl`	GroupTrust: Dependable Trust Management. IEEE Trans. Parallel Distributed Syst. Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su
2017	A	`conf`	Identifying Key Resources in a Social Network Using f-PageRank. ICWS Imam Mustafa Kamal, Hyerim Bae, Ling Liu, Yulim Choi
2017	—	`conf`	MECCAS: Collaborative Storage Algorithm Based on Alternating Direction Method of Multipliers on Mobile Edge Cloud. EDGE Guanlin Wu, Junjie Chen, Weidong Bao, Xiaomin Zhu, Wenhua Xiao, Ji Wang, Ling Liu
2017	J	`jnl`	MemFlex: A Shared Memory Swapper for High Performance VM Execution. IEEE Trans. Computers Qi Zhang, Ling Liu, Gong Su, Arun Iyengar
2017	A	`conf`	Multi-Client Verifiable Computation Service for Outsourced Data. ICWS Ying Wu, Rui Zhang, Rui Xue, Ling Liu
2017	A	`conf`	Oblivious Multi-Keyword Search for Secure Cloud Storage Service. ICWS Rui Zhang, Rui Xue, Ling Liu, Lijuan Zheng
2017	—	`conf`	Privacy-Preserving Inductive Learning with Decision Trees. BigData Congress Stacey Truex, Ling Liu, Mehmet Emre Gursoy, Lei Yu
2017	J	`jnl`	Scheduling for Workflows with Security-Sensitive Intermediate Data by Selective Tasks Duplication in Clouds. IEEE Trans. Parallel Distributed Syst. Huangke Chen, Xiaomin Zhu, Dishan Qiu, Ling Liu, Zhihui Du
2017	J	`jnl`	Serving the Services Computing Community. IEEE Trans. Serv. Comput. Ling Liu
2016	—	`ed.`	2016 IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8, 2016 IEEE BigData James Joshi, George Karypis, Ling Liu, Xiaohua Hu, Ronay Ak, Yinglong Xia, Weijia Xu, Aki-Hiro Sato, Sudarsan Rachuri, Lyle H. Ungar, Philip S. Yu, Rama Govindaraju, Toyotaro Suzumura
2016	B	`conf`	A Utility-Aware Approach to Redundant Data Upload in Cooperative Mobile Cloud. CLOUD Ji Wang, Xiaomin Zhu, Weidong Bao, Ling Liu
2016	C	`conf`	Abnormal Group User Detection in Recommender Systems Using Multi-dimension Time Series. CollaborateCom Wei Zhou, Junhao Wen, Qingyu Xiong, Jun Zeng, Ling Liu, Haini Cai, Tian Chen
2016	—	`conf`	An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases. DASFAA (2) Ningnan Zhou, Xuan Zhou, Xiao Zhang, Shan Wang, Ling Liu
2016	J	`jnl`	Analyzing Enterprise Storage Workloads With Graph Modeling and Clustering. IEEE J. Sel. Areas Commun. Yang Zhou, Ling Liu, Sangeetha Seshadri, Lawrence Chiu
2016	B	`conf`	Big Graph Analytics: Models, Platforms and Optimizations. COMPSAC Ling Liu
2016	J	`jnl`	Dynamic and Efficient Private Keyword Search over Inverted Index-Based Encrypted Data. ACM Trans. Internet Techn. Rui Zhang, Rui Xue, Ting Yu, Ling Liu
2016	—	`conf`	ESI-Cloud: Extending Virtual Machine Introspection for Integrating Multiple Security Services. SCC Jiangchun Ren, Ling Liu, Da Zhang, Huaizhe Zhou, Qi Zhang
2016	J	`jnl`	Editorial: Services Computing in 2016. IEEE Trans. Serv. Comput. Ling Liu
2016	—	`conf`	Evaluation and Analysis of In-Memory Key-Value Systems. BigData Congress Wenqi Cao, Semih Sahin, Ling Liu, Xianqiang Bao
2016	—	`conf`	Exploring correlation for fast skyline computation. EDB Boseon Yu, Wonik Choi, Ling Liu
2016	J	`jnl`	Fault-Tolerant Scheduling for Real-Time Scientific Workflows with Elastic Resource Provisioning in Virtualized Clouds. IEEE Trans. Parallel Distributed Syst. Xiaomin Zhu, Ji Wang, Hui Guo, Dakai Zhu, Laurence T. Yang, Ling Liu
2016	B	`conf`	General Framework for Task Scheduling and Resource Provisioning in Cloud Computing Systems. COMPSAC Xiaomin Zhu, Yabing Zha, Ling Liu, Peng Jiao
2016	—	`conf`	JVM Configuration Management and Its Performance Impact for Big Data Applications. BigData Congress Semih Sahin, Wenqi Cao, Qi Zhang, Ling Liu
2016	—	`conf`	Machine to Machine Trust in the IoT Era. TRUST@AAMAS Ling Liu, Margaret Loper, Yusuf Özkaya, Abdurrahman Yasar, Emre Yigitoglu
2016	A	`conf`	On the Expandability and Fidelity of Distributed Line Graphs. ICWS Tian Tian, Yiming Zhang, Dongsheng Li, Jiaxin Li, Ping Zhong, Ling Liu
2016	A	`conf`	PVSAE: A Public Verifiable Searchable Encryption Service Framework for Outsourced Encrypted Data. ICWS Rui Zhang, Rui Xue, Ting Yu, Ling Liu
2016	J	`jnl`	PathGraph: A Path Centric Graph Processing System. IEEE Trans. Parallel Distributed Syst. Pingpeng Yuan, Changfeng Xie, Ling Liu, Hai Jin
2016	A	`conf`	Persistence and Recovery for In-Memory NoSQL Services: A Measurement Study. ICWS Xianqiang Bao, Ling Liu, Nong Xiao, Yutong Lu, Wenqi Cao
2016	J	`jnl`	Road Network-Aware Spatial Alarms. IEEE Trans. Mob. Comput. Kisung Lee, Ling Liu, Balaji Palanisamy, Emre Yigitoglu
2016	—	`conf`	STARS: Startup-Time-Aware Resource Provisioning and Real-Time Task Scheduling in Clouds. HPCC/SmartCity/DSS Xiaomin Zhu, Huangke Chen, Guipeng Liu, Ling Liu
2016	J	`jnl`	Services Computing: From Cloud Services, Mobile Services to Internet of Services. IEEE Trans. Serv. Comput. Ling Liu
2016	J	`jnl`	Shared-Memory Optimizations for Inter-Virtual-Machine Communication. ACM Comput. Surv. Yi Ren, Ling Liu, Qi Zhang, Qingbo Wu, Jianbo Guan, Jinzhu Kong, Huadong Dai, Lisong Shao
2016	—	`conf`	Statistical Verification of Process Conformance Based on Log Equality Test. CIC Hyerim Bae, Sung-Hyun Sim, Yulim Choi, Ling Liu
2016	B	`conf`	Tenants Attested Trusted Cloud Service. CLOUD Jiangchun Ren, Ling Liu, Da Zhang, Qi Zhang, Haihe Ba
2016	B	`conf`	Uncertainty-Aware Real-Time Workflow Scheduling in the Cloud. CLOUD Huangke Chen, Xiaomin Zhu, Dishan Qiu, Ling Liu
2016	J	`jnl`	Workload Adaptive Shared Memory Management for High Performance Network I/O in Virtualized Cloud. IEEE Trans. Computers Qi Zhang, Ling Liu
2016	A	`conf`	iBalloon: Efficient VM Memory Balancing as a Service. ICWS Qi Zhang, Ling Liu, Jiangchun Ren, Gong Su, Arun Iyengar
2015	C	`conf`	A Shilling Attack Detection Method Based on SVM and Target Item Analysis in Collaborative Filtering Recommender Systems. KSEM Wei Zhou, Junhao Wen, Min Gao, Ling Liu, Haini Cai, Xibin Wang
2015	J	`jnl`	Attack-Resilient Mix-zones over Road Networks: Architecture and Algorithms. IEEE Trans. Mob. Comput. Balaji Palanisamy, Ling Liu
2015	J	`jnl`	CCCloud: Context-Aware and Credible Cloud Service Selection Based on Subjective Assessment and Objective Assessment. IEEE Trans. Serv. Comput. Lie Qu, Yan Wang, Mehmet A. Orgun, Ling Liu, Huan Liu, Athman Bouguettaya
2015	A	`conf`	Clustering Service Networks with Entity, Attribute, and Link Heterogeneity. ICWS Yang Zhou, Ling Liu, Calton Pu, Xianqiang Bao, Kisung Lee, Balaji Palanisamy, Emre Yigitoglu, Qi Zhang
2015	J	`jnl`	Cost-Effective Resource Provisioning for MapReduce in a Cloud. IEEE Trans. Parallel Distributed Syst. Balaji Palanisamy, Aameek Singh, Ling Liu
2015	A	`conf`	Crowd Trust: A Context-Aware Trust Model for Worker Selection in Crowdsourcing Environments. ICWS Bin Ye, Yan Wang, Ling Liu
2015	B	`conf`	Deferred Lightweight Indexing for Log-Structured Key-Value Stores. CCGRID Yuzhe Richard Tang, Arun Iyengar, Wei Tan, Liana L. Fong, Ling Liu, Balaji Palanisamy
2015	J	`jnl`	Editorial: Service Computing in 2015. IEEE Trans. Serv. Comput. Ling Liu
2015	J	`jnl`	Enhancing Cloud Services through Multitier Workload Analysis. Computer Ling Liu
2015	A	`conf`	Fast Iterative Graph Computation with Resource Aware Graph Parallel Abstractions. HPDC Yang Zhou, Ling Liu, Kisung Lee, Calton Pu, Qi Zhang
2015	J	`jnl`	GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations. Proc. VLDB Endow. Yang Zhou, Ling Liu, Kisung Lee, Qi Zhang
2015	—	`conf`	Hike: A High Performance kNN Query Processing System for Multimedia Data. CIC Hui Li, Ling Liu, Xiao Zhang, Shan Wang
2015	C	`conf`	Hybrid-LSH for Spatio-Textual Similarity Queries. APWeb Mingdong Zhu, Derong Shen, Ling Liu, Ge Yu
2015	A*	`conf`	Integrating Vertex-centric Clustering with Edge-centric Clustering for Meta Path Graph Analysis. KDD Yang Zhou, Ling Liu, David Buttler
2015	—	`conf`	KTV-Tree: Interactive Top-K Aggregation on Dynamic Large Dataset in the Cloud. ICDCS Workshops Yuzhe Richard Tang, Ling Liu, Jun'ichi Tatemura, Hakan Hacigümüs
2015	B	`conf`	Policy-Driven Configuration Management for NoSQL. CLOUD Xianqiang Bao, Ling Liu, Nong Xiao, Yang Zhou, Qi Zhang
2015	B	`conf`	Privacy-Preserving Data Publishing in the Cloud: A Multi-level Utility Controlled Approach. CLOUD Balaji Palanisamy, Ling Liu
2015	J	`jnl`	Privacy-Preserving Multi-Keyword Search in Information Networks. IEEE Trans. Knowl. Data Eng. Yuzhe Richard Tang, Ling Liu
2015	J	`jnl`	Reliable and Resilient Trust Management in Distributed Service Provision Networks. ACM Trans. Web Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou
2015	B	`conf`	Road Network-Aware Anonymization in Mobile Systems with Reciprocity Support. ICCCN Bhuvan Bamba, Ling Liu, Emre Yigitoglu
2015	J	`jnl`	Road-Network Aware Trajectory Clustering: Integrating Locality, Flow, and Density. IEEE Trans. Mob. Comput. Binh Han, Ling Liu, Edward Omiecinski
2015	A*	`conf`	Scalable SPARQL querying using path partitioning. ICDE Buwen Wu, Yongluan Zhou, Pingpeng Yuan, Ling Liu, Hai Jin
2015	A	`conf`	Scaling iterative graph computations with GraphMap. SC Kisung Lee, Ling Liu, Karsten Schwan, Calton Pu, Qi Zhang, Yang Zhou, Emre Yigitoglu, Pingpeng Yuan
2015	—	`conf`	Self-Adaptive Extracting Academic Entities from World Wide Web. CIC Pingpeng Yuan, Yi Li, Hai Jin, Ling Liu
2015	B	`conf`	Shared Memory Optimization in Virtualized Cloud. CLOUD Qi Zhang, Ling Liu
2015	J	`jnl`	Social Influence Based Clustering and Optimization over Heterogeneous Information Networks. ACM Trans. Knowl. Discov. Data Yang Zhou, Ling Liu
2014	J	`jnl`	A Graph Derivation Based Approach for Measuring and Comparing Structural Semantics of Ontologies. IEEE Trans. Knowl. Data Eng. Yinglong Ma, Ling Liu, Ke Lu, Beihong Jin, Xiangjie Liu
2014	A*	`conf`	Activity-edge centric multi-label classification for mining heterogeneous information networks. KDD Yang Zhou, Ling Liu
2014	J	`jnl`	Anonymizing continuous queries with delay-tolerant mix-zones over road networks. Distributed Parallel Databases Balaji Palanisamy, Ling Liu, Kisung Lee, Shicong Meng, Yuzhe Richard Tang, Yang Zhou
2014	A	`conf`	Cloud service selection based on contextual subjective assessment and objective assessment. AAMAS Lie Qu, Yan Wang, Mehmet A. Orgun, Ling Liu, Athman Bouguettaya
2014	A	`conf`	Context-Aware Cloud Service Selection Based on Comparison and Aggregation of User Subjective Assessment and Objective Performance Assessment. ICWS Lie Qu, Yan Wang, Mehmet A. Orgun, Ling Liu, Athman Bouguettaya
2014	J	`jnl`	Dynamic and fast processing of queries on large-scale RDF data. Knowl. Inf. Syst. Pingpeng Yuan, Changfeng Xie, Hai Jin, Ling Liu, Guang Yang, Xuanhua Shi
2014	J	`jnl`	Editorial: Farewell 2013, Welcome 2014. IEEE Trans. Serv. Comput. Ling Liu
2014	J	`jnl`	Editorial: Service Computing in the Next Seven Years. IEEE Trans. Serv. Comput. Ling Liu
2014	J	`jnl`	Effective mix-zone anonymization techniques for mobile travelers. GeoInformatica Balaji Palanisamy, Ling Liu
2014	—	`conf`	Efficient spatial query processing for big data. SIGSPATIAL/GIS Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
2014	Misc	`conf`	Extracting top-k most influential nodes by activity analysis. IRI Myungcheol Doo, Ling Liu
2014	A	`conf`	Fast Iterative Graph Computation: A Path Centric Approach. SC Pingpeng Yuan, Wenya Zhang, Changfeng Xie, Hai Jin, Ling Liu, Kisung Lee
2014	—	`conf`	GraphLens: Mining Enterprise Storage Workloads Using Graph Analytics. BigData Congress Yang Zhou, Sangeetha Seshadri, Lawrence Chiu, Ling Liu
2014	C	`conf`	HConfig: Resource adaptive fast bulk loading in HBase. CollaborateCom Xianqiang Bao, Ling Liu, Nong Xiao, Fang Liu, Qi Zhang, Tao Zhu
2014	—	`conf`	Improving Hadoop Service Provisioning in a Geographically Distributed Cloud. IEEE CLOUD Qi Zhang, Ling Liu, Kisung Lee, Yang Zhou, Aameek Singh, NagaPramod Mandagere, Sandeep Gopisetty, Gabriel Alatorre
2014	—	`conf`	Improving MapReduce Performance in a Heterogeneous Cloud: A Measurement Study. IEEE CLOUD Xu Zhao, Ling Liu, Qi Zhang, Xiaoshe Dong
2014	A	`conf`	Lightweight authentication of freshness in outsourced key-value stores. ACSAC Yuzhe Richard Tang, Ting Wang, Ling Liu, Xin Hu, Jiyong Jang
2014	B	`conf`	MapReduce Analysis for Cloud-Archived Data. CCGRID Balaji Palanisamy, Aameek Singh, NagaPramod Mandagere, Gabriel Alatorre, Ling Liu
2014	A*	`conf`	Outsourcing multi-version key-value stores with verifiable data freshness. ICDE Yuzhe Richard Tang, Ling Liu, Ting Wang, Xin Hu, Reiner Sailer, Peter R. Pietzuch
2014	Misc	`ed.`	Proceedings of the 15th IEEE International Conference on Information Reuse and Integration, IRI 2014, Redwood City, CA, USA, August 13-15, 2014 IRI James Joshi, Elisa Bertino, Bhavani Thuraisingham, Ling Liu
2014	C	`conf`	ProvenanceLens: Service provenance management in the cloud. CollaborateCom Tao Li, Ling Liu, Xiaolong Zhang, Kai Xu, Chao Yang
2014	J	`jnl`	Role-based and time-bound access and management of EHR data. Secur. Commun. Networks Rui Zhang, Ling Liu, Rui Xue
2014	A	`conf`	SemStore: A Semantic-Preserving Distributed RDF Triple Store. CIKM Buwen Wu, Yongluan Zhou, Pingpeng Yuan, Hai Jin, Ling Liu
2014	J	`jnl`	Service Selection and Recommendation through Collective Intelligence. Computer Ling Liu
2014	C	`conf`	When twitter meets foursquare: tweet location prediction using foursquare. MobiQuitous Kisung Lee, Raghu K. Ganti, Mudhakar Srivatsa, Ling Liu
2014	A	`conf`	e-PPI: Locator Service in Information Networks with Personalized Privacy Preservation. ICDCS Yuzhe Richard Tang, Ling Liu, Arun Iyengar, Kisung Lee, Qi Zhang
2013	J	`jnl`	A Collaborative and Scalable Platform for On-Demand IPTV Services. IEEE Trans. Serv. Comput. Shicong Meng, Ling Liu, Jianwei Yin
2013	Misc	`conf`	A fast and compact indexing technique for moving objects. IRI Yonghun Park, Ling Liu, Jaesoo Yoo
2013	Misc	`conf`	Big data analytics as a service: Exploring reuse opportunities. IRI Ling Liu
2013	C	`conf`	Click traffic analysis of short URL spam on Twitter. CollaborateCom De Wang, Shamkant B. Navathe, Ling Liu, Danesh Irani, Acar Tamersoy, Calton Pu
2013	—	`conf`	CloudLEGO: scalable cross-VM-type application performance prediction. SoCC Shicong Meng, Arun Iyengar, Ling Liu, Ting Wang, Jian Tan, Ignacio Silva-Lepe, Isabelle Rouvellou
2013	J	`jnl`	Computing infrastructure for big data processing. Frontiers Comput. Sci. Ling Liu
2013	A	`conf`	Cura: A Cost-Optimized Model for MapReduce in a Cloud. IPDPS Balaji Palanisamy, Aameek Singh, Ling Liu, Bryan Langston
2013	J	`jnl`	Distance-aware bloom filters: Enabling collaborative search for efficient resource discovery. Future Gener. Comput. Syst. Yiming Zhang, Ling Liu
2013	J	`jnl`	Editorial: A message from the new Editor-in-Chief. IEEE Trans. Serv. Comput. Ling Liu
2013	—	`conf`	Efficient and Customizable Data Partitioning Framework for Distributed Big RDF Data Processing in the Cloud. IEEE CLOUD Kisung Lee, Ling Liu, Yuzhe Richard Tang, Qi Zhang, Yang Zhou
2013	A	`conf`	Efficient data partitioning model for heterogeneous graphs in the cloud. SC Kisung Lee, Ling Liu
2013	J	`jnl`	Enhanced Monitoring-as-a-Service for Effective Cloud Management. IEEE Trans. Computers Shicong Meng, Ling Liu
2013	J	`jnl`	Introduction of new Associate Editors. IEEE Trans. Serv. Comput. Ling Liu
2013	J	`jnl`	Mondrian tree: A fast index for spatial alarm processing. ACM Trans. Intell. Syst. Technol. Myungcheol Doo, Ling Liu
2013	B	`conf`	Monitoring-as-a-service in the cloud: spec phd award (invited abstract). ICPE Shicong Meng, Ling Liu
2013	J	`jnl`	Performance Analysis of Network I/O Workloads in Virtualized Data Centers. IEEE Trans. Serv. Comput. Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu, Xiaoshe Dong
2013	A	`conf`	Ranking Services by Service Network Structure and Service Attributes. ICWS Yang Zhou, Ling Liu, Chang-Shing Perng, Anca Sailer, Ignacio Silva-Lepe, Zhiyuan Su
2013	J	`jnl`	Replica-aided load balancing in overlay networks. J. Netw. Comput. Appl. Yuehua Wang, Zhong Zhou, Ling Liu, Wei Wu
2013	—	`conf`	Residency Aware Inter-VM Communication in Virtualized Cloud: Performance Measurement and Analysis. IEEE CLOUD Qi Zhang, Ling Liu, Yi Ren, Kisung Lee, Yuzhe Richard Tang, Xu Zhao, Yang Zhou
2013	—	`conf`	Residency-Aware Virtual Machine Communication Optimization: Design Choices and Techniques. IEEE CLOUD Yi Ren, Ling Liu, Qi Zhang, Qingbo Wu, Jie Wu, Jinzhu Kong, Jianbo Guan, Huadong Dai
2013	A*	`conf`	Road network mix-zones for anonymous location based services. ICDE Balaji Palanisamy, Sindhuja Ravichandran, Ling Liu, Binh Han, Kisung Lee, Calton Pu
2013	A*	`conf`	RoadAlarm: A spatial alarm system on road networks. ICDE Kisung Lee, Emre Yigitoglu, Ling Liu, Binh Han, Balaji Palanisamy, Calton Pu
2013	A	`conf`	SLIM: A Scalable Location-Sensitive Information Monitoring Service. ICWS Bhuvan Bamba, Kun-Lung Wu, Bugra Gedik, Ling Liu
2013	J	`jnl`	Scaling Queries over Big RDF Graphs with Semantic Hash Partitioning. Proc. VLDB Endow. Kisung Lee, Ling Liu
2013	—	`conf`	Secure Cloud Storage Service with an Efficient DOKS Protocol. IEEE SCC Zhengtao Jiang, Ling Liu
2013	—	`conf`	ServiceTrust: Trust Management in Service Provision Networks. IEEE SCC Zhiyuan Su, Ling Liu, Mingchu Li, Xinxin Fan, Yang Zhou
2013	A*	`conf`	Social influence based clustering of heterogeneous information networks. KDD Yang Zhou, Ling Liu
2013	J	`jnl`	TripleBit: a Fast and Compact System for Large Scale RDF Data. Proc. VLDB Endow. Pingpeng Yuan, Pu Liu, Buwen Wu, Hai Jin, Wenya Zhang, Ling Liu
2013	A	`conf`	Volley: Violation Likelihood Based State Monitoring for Datacenters. ICDCS Shicong Meng, Arun Iyengar, Isabelle Rouvellou, Ling Liu
2013	J	`jnl`	Who Is Your Neighbor: Net I/O Performance Interference in Virtualized Clouds. IEEE Trans. Serv. Comput. Xing Pu, Ling Liu, Yiduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu, Yuanda Cao
2012	C	`conf`	A fast and transparent communication protocol for co-resident virtual machines. CollaborateCom Yi Ren, Ling Liu, Xiaojian Liu, Jinzhu Kong, Huadong Dai, Qingbo Wu, Yuan Li
2012	J	`jnl`	Distributed Line Graphs: A Universal Technique for Designing DHTs Based on Arbitrary Regular Graphs. IEEE Trans. Knowl. Data Eng. Yiming Zhang, Ling Liu
2012	C	`conf`	EigenTrustp CollaborateCom Xinxin Fan, Ling Liu, Mingchu Li, Zhiyuan Su
2012	J	`jnl`	Fault Tolerance and Recovery for Group Communication Services in Distributed Networks. J. Comput. Sci. Technol. Yuehua Wang, Zhong Zhou, Ling Liu, Wei Wu
2012	C	`conf`	Fine-grained access control of personal data. SACMAT Ting Wang, Mudhakar Srivatsa, Ling Liu
2012	—	`conf`	Location Privacy with Road Network Mix-Zones. MSN Balaji Palanisamy, Ling Liu, Kisung Lee, Aameek Singh, Yuzhe Richard Tang
2012	A	`conf`	Microscopic Social Influence. SDM Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu
2012	Misc	`conf`	Multi-criteria decision making with skyline computation. IRI Wonik Choi, Ling Liu, Boseon Yu
2012	A	`conf`	NEAT: Road Network Aware Trajectory Clustering. ICDCS Binh Han, Ling Liu, Edward Omiecinski
2012	J	`jnl`	Processing generalized k-nearest neighbor queries on a wireless broadcast stream. Inf. Sci. Harim Jung, Yon Dohn Chung, Ling Liu
2012	J	`jnl`	RLM: A General Model for Trust Representation and Aggregation. IEEE Trans. Serv. Comput. Xiaofeng Wang, Ling Liu, Jinshu Su
2012	—	`conf`	Reliable State Monitoring in Cloud Datacenters. IEEE CLOUD Shicong Meng, Arun Iyengar, Isabelle Rouvellou, Ling Liu, Kisung Lee, Balaji Palanisamy, Yuzhe Richard Tang
2012	J	`jnl`	Resource-Aware Application State Monitoring. IEEE Trans. Parallel Distributed Syst. Shicong Meng, Srinivas Raghav Kashyap, Chitra Venkatramani, Ling Liu
2012	J	`jnl`	Scaling Group Communication Services with Self-adaptive and Utility-driven Message Routing. Mob. Networks Appl. Yuehua Wang, Ling Liu, Calton Pu
2012	A	`conf`	Scaling Spatial Alarm Services on Road Networks. ICWS Kisung Lee, Ling Liu, Shicong Meng, Balaji Palanisamy
2012	B	`conf`	Topological Similarity-Based Scheme for Large-Scale Group Communication Services. ICCCN Yuehua Wang, Zhong Zhou, Ling Liu, Liang Cheng, Wei Wu
2012	J	`jnl`	Vulnerabilities and countermeasures in context-aware social rating services. ACM Trans. Internet Techn. Qinyuan Feng, Ling Liu, Yafei Dai
2011	J	`jnl`	Efficient range query processing over DHTs based on the balanced Kautz tree. Concurr. Comput. Pract. Exp. Yiming Zhang, Ling Liu, Xicheng Lu, Dongsheng Li
2011	J	`jnl`	EventGuard: A System Architecture for Securing Publish-Subscribe Networks. ACM Trans. Comput. Syst. Mudhakar Srivatsa, Ling Liu, Arun Iyengar
2011	J	`jnl`	Geometric data perturbation for privacy preserving outsourced data mining. Knowl. Inf. Syst. Keke Chen, Ling Liu
2011	J	`jnl`	Load Shedding in Mobile Systems with MobiQual. IEEE Trans. Knowl. Data Eng. Bugra Gedik, Kun-Lung Wu, Ling Liu, Philip S. Yu
2011	A*	`conf`	MobiMix: Protecting location privacy with mix-zones over road networks. ICDE Balaji Palanisamy, Ling Liu
2011	C	`conf`	Modeling data flow in socio-information networks: a risk estimation approach. SACMAT Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu
2011	C	`conf`	OTPM: Failure handling in data-intensive analytical processing. CollaborateCom Binh Han, Edward Omiecinski, Leo Mark, Ling Liu
2011	J	`jnl`	Output privacy in data mining. ACM Trans. Database Syst. Ting Wang, Ling Liu
2011	C	`conf`	PrIvacy Risks And Countermeasures In Publishing And Mining Social Network Data. CollaborateCom Chiemi Watanabe, Toshiyuki Amagasa, Ling Liu
2011	J	`jnl`	Privacy in VoIP Networks: Flow Analysis Attacks and Defense. IEEE Trans. Parallel Distributed Syst. Mudhakar Srivatsa, Arun Iyengar, Ling Liu, Hongbo Jiang
2011	A	`conf`	Privacy preserving indexing for eHealth information networks. CIKM Yuzhe Richard Tang, Ting Wang, Ling Liu, Shicong Meng, Balaji Palanisamy
2011	A	`conf`	Purlieus: locality-aware resource allocation for MapReduce in a cloud. SC Balaji Palanisamy, Aameek Singh, Ling Liu, Bhushan Jain
2011	J	`jnl`	State Monitoring in Cloud Datacenters. IEEE Trans. Knowl. Data Eng. Shicong Meng, Ling Liu, Ting Wang
2011	B	`ed.`	Web Information System Engineering - WISE 2011 - 12th International Conference, Sydney, Australia, October 13-14, 2011. Proceedings WISE Athman Bouguettaya, Manfred Hauswirth, Ling Liu
2011	—	`conf`	Why Do Migrations Fail and What Can We Do about It? LISA Gong Zhang, Ling Liu
2010	J	`jnl`	A motion-aware safe period-based framework for spatial alarm processing. Comput. Syst. Sci. Eng. Bhuvan Bamba, Ling Liu, Philip S. Yu
2010	—	`conf`	Adaptive Data Migration in Multi-tiered Storage Based Cloud Environment. IEEE CLOUD Gong Zhang, Lawrence Chiu, Ling Liu
2010	J	`jnl`	An Energy Efficient Middleware Architecture for Processing Spatial Alarms on Mobile Clients. Mob. Networks Appl. Anand Murugappan, Ling Liu
2010	C	`conf`	An utility-driven routing scheme for scaling multicast applications. CollaborateCom Yuehua Wang, Ling Liu, Calton Pu, Gong Zhang
2010	Misc	`conf`	Automated lookahead data migration in SSD-enabled multi-tiered storage systems. MSST Gong Zhang, Lawrence Chiu, Clem Dickey, Ling Liu, Paul Muench, Sangeetha Seshadri
2010	J	`jnl`	Does sampling influence customers in online retailing of digital music? Inf. Syst. E Bus. Manag. Nan Hu, Ling Liu, Indranil Bose, Jialie Shen
2010	—	`conf`	Efficient indexing structure for scalable processing of spatial alarms. GIS Myungcheol Doo, Ling Liu, Nitya Narasimhan, Venu Vasudevan
2010	C	`conf`	Enhancing personalized ranking quality through multidimensional modeling of inter-item competition. CollaborateCom Qinyuan Feng, Ling Liu, Yan Sun, Ting Yu, Yafei Dai
2010	J	`jnl`	Execution Assurance for Massive Computing Tasks. IEICE Trans. Inf. Syst. Ting Wang, Ling Liu
2010	J	`jnl`	Guest Editorial: Special Section on Transactional Web Services. IEEE Trans. Serv. Comput. Youakim Badr, Djamal Benslimane, Zakaria Maamar, Ling Liu
2010	—	`conf`	Modeling the performance and energy of storage arrays. Green Computing Conference Sankaran Sivathanu, Ling Liu, Cristian Ungureanu
2010	A*	`conf`	Monitoring continuous state violation in datacenters: Exploring the time dimension. ICDE Shicong Meng, Ting Wang, Ling Liu
2010	—	`conf`	Network I/O fairness in virtual machines. VISA@SIGCOMM Muhammad Bilal Anwer, Ankur Kumar Nayak, Nick Feamster, Ling Liu
2010	—	`conf`	On map matching of wireless positioning data: a selective look-ahead approach. GIS Matt Weber, Ling Liu, R. Kipp Jones, Michael J. Covington, Lama Nachman, Péter Pesti
2010	Misc	`conf`	On processing location based top-k queries in the wireless broadcasting system. SAC Harim Jung, Byung Ku Cho, Yon Dohn Chung, Ling Liu
2010	—	`conf`	Performance Measurements and Analysis of Network I/O Applications in Virtualized Cloud. IEEE CLOUD Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu
2010	J	`jnl`	RoadTrack: Scaling Location Updates for Mobile Clients on Road Networks with Query Awareness. Proc. VLDB Endow. Péter Pesti, Ling Liu, Bhuvan Bamba, Arun Iyengar, Matt Weber
2010	J	`jnl`	SCALE: a scalable framework for efficiently clustering transactional data. Data Min. Knowl. Discov. Hua Yan, Keke Chen, Ling Liu, Zhang Yi
2010	A	`conf`	Scalable and Reliable IPTV Service Through Collaborative Request Dispatching. ICWS Shicong Meng, Ling Liu, Jianwei Yin
2010	—	`conf`	Security Models and Requirements for Healthcare Application Clouds. IEEE CLOUD Rui Zhang, Ling Liu
2010	A	`conf`	Spatio-temporal patterns in network events. CoNEXT Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu
2010	—	`conf`	Storage Management in Virtualized Cloud Environment. IEEE CLOUD Sankaran Sivathanu, Ling Liu, Yiduo Mei, Xing Pu
2010	J	`jnl`	The SocialTrust framework for trusted social information management: Architecture and algorithms. Inf. Sci. James Caverlee, Ling Liu, Steve Webb
2010	—	`conf`	Tide: achieving self-scaling in virtualized datacenter management middleware. Middleware (Industry Track) Shicong Meng, Ling Liu, Vijayaraghavan Soundararajan
2010	J	`jnl`	Trust and Reputation Management. IEEE Internet Comput. Ling Liu, Weisong Shi
2010	—	`conf`	Understanding Performance Interference of I/O Workload in Virtualized Cloud Environments. IEEE CLOUD Xing Pu, Ling Liu, Yiduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu
2010	J	`jnl`	Voting Systems with Trust Mechanisms in Cyberspace: Vulnerabilities and Defenses. IEEE Trans. Knowl. Data Eng. Qinyuan Feng, Yan Lindsay Sun, Ling Liu, Yafei Yang, Yafei Dai
2010	A*	`conf`	XColor: Protecting general proximity privacy. ICDE Ting Wang, Ling Liu
2010	—	`ch.`	mTrigger. Principles and Applications of Distributed Event-Based Systems Ling Liu, Bhuvan Bamba, Myungcheol Doo, Péter Pesti, Matt Weber
2009	J	`jnl`	"Best K": critical clustering structures in categorical datasets. Knowl. Inf. Syst. Keke Chen, Ling Liu
2009	J	`jnl`	A Distributed Stream Query Optimization Framework through Integrated Planning and Deployment. IEEE Trans. Parallel Distributed Syst. Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper, Ling Liu
2009	A*	`conf`	A General Proximity Privacy Principle. ICDE Ting Wang, Shicong Meng, Bhuvan Bamba, Ling Liu, Calton Pu
2009	J	`jnl`	A Parameterized Approach to Spam-Resilient Link Analysis of the Web. IEEE Trans. Parallel Distributed Syst. James Caverlee, Steve Webb, Ling Liu, William B. Rouse
2009	A	`conf`	A Systematic Approach to System State Restoration during Storage Controller Micro-Recovery. FAST Sangeetha Seshadri, Lawrence Chiu, Ling Liu
2009	A	`conf`	DHT-Based Range Query Processing for Web Service Discovery. ICWS Yiming Zhang, Ling Liu, Dongsheng Li, Feng Liu, Xicheng Lu
2009	J	`jnl`	Determining the best K. Data Knowl. Eng. Hua Yan, Keke Chen, Ling Liu, Joonsoo Bae
2009	A	`conf`	Distributed Processing of Spatial Alarms: A Safe Region-Based Approach. ICDCS Bhuvan Bamba, Ling Liu, Arun Iyengar, Philip S. Yu
2009	J	`jnl`	HE-Tree: a framework for detecting changes in clustering structure for categorical data streams. VLDB J. Keke Chen, Ling Liu
2009	A*	`conf`	Learning, indexing, and diagnosing network faults. KDD Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal, Ling Liu
2009	J	`jnl`	Mitigating Denial-of-Service Attacks on the Chord Overlay Network: A Location Hiding Approach. IEEE Trans. Parallel Distributed Syst. Mudhakar Srivatsa, Ling Liu
2009	J	`jnl`	Privacy and location anonymization in location-based services. ACM SIGSPATIAL Special Ling Liu
2009	A*	`conf`	Privacy in VoIP Networks: A k-Anonymity Approach. INFOCOM Mudhakar Srivatsa, Arun Iyengar, Ling Liu
2009	J	`jnl`	Privacy-Aware Mobile Services over Road Networks. Proc. VLDB Endow. Ting Wang, Ling Liu
2009	J	`jnl`	Privacy-Preserving Multiparty Collaborative Mining with Geometric Data Perturbation. IEEE Trans. Parallel Distributed Syst. Keke Chen, Ling Liu
2009	A	`conf`	REMO: Resource-Aware Application State Monitoring for Large-Scale Distributed Systems. ICDCS Shicong Meng, Srinivas Raghav Kashyap, Chitra Venkatramani, Ling Liu
2009	J	`jnl`	Recovery scopes, recovery groups, and fine-grained recovery in enterprise storage controllers with multi-core processors. IBM J. Res. Dev. Sangeetha Seshadri, Ling Liu, Lawrence Chiu
2009	A	`conf`	Scalable and Reliable Location Services through Decentralized Replication. ICWS Gong Zhang, Ling Liu, Sangeetha Seshadri, Bhuvan Bamba, Yuehua Wang
2009	J	`jnl`	Scalable key management algorithms for location-based services. IEEE/ACM Trans. Netw. Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu
2009	J	`jnl`	Search-as-a-service: Outsourced search over outsourced storage. ACM Trans. Web Aameek Singh, Mudhakar Srivatsa, Ling Liu
2009	C	`conf`	Unified analytical models for Location Management costs and optimum design of location areas. CollaborateCom Eladio Martin, Ling Liu, Matt Weber, Péter Pesti, M. Woodward
2008	A*	`conf`	A Scalable Method for Access Control in Location-Based Broadcast Services. INFOCOM Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu
2008	—	`ch.`	A Survey of Multiplicative Perturbation for Privacy-Preserving Data Mining. Privacy-Preserving Data Mining Keke Chen, Ling Liu
2008	A	`conf`	A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows. ICWS Ting Wang, Chang-Shing Perng, Tao Tao, Chunqiang Tang, Edward So, Chun Zhang, Rong N. Chang, Ling Liu
2008	A*	`conf`	Butterfly: Protecting Output Privacy in Stream Mining. ICDE Ting Wang, Ling Liu
2008	—	`conf`	CoopIS 2008 PC Co-chairs' Message. OTM Conferences (1) Johann Eder, Masaru Kitsuregawa, Ling Liu
2008	A	`conf`	Distributed Line Graphs: A Universal Framework for Building DHTs Based on Arbitrary Constant-Degree Graphs. ICDCS Yiming Zhang, Ling Liu, Dongsheng Li, Xicheng Lu
2008	A	`conf`	Enhancing Storage System Availability on Multi-Core Architectures with Recovery-Conscious Scheduling. FAST Sangeetha Seshadri, Lawrence Chiu, Cornel Constantinescu, Subashini Balachandran, Clem Dickey, Ling Liu, Paul Muench
2008	—	`conf`	Grouping Distributed Stream Query Services by Operator Similarity and Network Locality. SERVICES I Sangeetha Seshadri, Bhuvan Bamba, Brian F. Cooper, Vibhore Kumar, Ling Liu, Karsten Schwan, Gong Zhang
2008	—	`conf`	Hierarchical Business Process Clustering. IEEE SCC (2) Jae-Yoon Jung, Joonsoo Bae, Ling Liu
2008	A*	`conf`	How to influence my customers?: the impact of electronic market design. WWW Nan Hu, Ling Liu, Bin Chen, Jialie Shen
2008	J	`jnl`	Mitigating application-level denial of service attacks on Web servers: A client-transparent approach. ACM Trans. Web Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu
2008	A*	`conf`	MobiQual: QoS-aware Load Shedding in Mobile CQ Systems. ICDE Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2008	J	`jnl`	PeerCast: Churn-resilient end system multicast on heterogeneous overlay networks. J. Netw. Comput. Appl. Jianjun Zhang, Ling Liu, Lakshmish Ramaswamy, Calton Pu
2008	A*	`conf`	Preserving Caller Anonymity in Voice-over-IP Networks. SP Mudhakar Srivatsa, Ling Liu, Arun Iyengar
2008	J	`jnl`	Privacy analysis and enhancements for data sharing in *nix systems. Int. J. Inf. Comput. Secur. Aameek Singh, Ling Liu, Mustaque Ahamad
2008	J	`jnl`	Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms. IEEE Trans. Mob. Comput. Bugra Gedik, Ling Liu
2008	A*	`conf`	Query-URL Bipartite Based Approach to Personalized Query Recommendation. AAAI Lin Li, Zhenglu Yang, Ling Liu, Masaru Kitsuregawa
2008	Misc	`conf`	Scalable Processing of Spatial Alarms. HiPC Bhuvan Bamba, Ling Liu, Philip S. Yu, Gong Zhang, Myungcheol Doo
2008	—	`conf`	Scaling Location-based Services with Dynamically Composed Location Index. IEEE SCC (1) Bhuvan Bamba, Sangeetha Seshadri, Ling Liu
2008	A*	`conf`	Sharoes: A Data Sharing Platform for Outsourced Enterprise Storage Environments. ICDE Aameek Singh, Ling Liu
2008	—	`conf`	Socialtrust: tamper-resilient trust establishment in online communities. JCDL James Caverlee, Ling Liu, Steve Webb
2008	A*	`conf`	Supporting anonymous location queries in mobile environments with privacygrid. WWW Bhuvan Bamba, Ling Liu, Péter Pesti, Ting Wang
2008	A*	`conf`	Towards robust trust establishment in web-based social networks with socialtrust. WWW James Caverlee, Ling Liu, Steve Webb
2008	J	`jnl`	Web services in telecommunications, part II [Guest Editorial]. IEEE Commun. Mag. Sean Moore, Ling Liu
2007	—	`conf`	A Fault-Tolerant Middleware Architecture for High-Availability Storage Services. IEEE SCC Sangeetha Seshadri, Ling Liu, Brian F. Cooper, Lawrence Chiu, Karan Gupta, Paul Muench
2007	A*	`conf`	A Load Shedding Framework and Optimizations for M-way Windowed Stream Joins. ICDE Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2007	C	`conf`	A SpatioTemporal Placement Model for Caching Location Dependent Queries. MobiQuitous Anand Murugappan, Ling Liu
2007	A	`conf`	A Utility-Aware Middleware Architecture for Decentralized Group Communication Applications. Middleware Jianjun Zhang, Ling Liu, Lakshmish Ramaswamy, Gong Zhang, Calton Pu
2007	J	`jnl`	ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks. IEEE Trans. Parallel Distributed Syst. Bugra Gedik, Ling Liu, Philip S. Yu
2007	J	`jnl`	CPU load shedding for binary stream joins. Knowl. Inf. Syst. Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2007	C	`conf`	Countering feedback sparsity and manipulation in reputation systems. CollaborateCom Li Xiong, Ling Liu, Mustaque Ahamad
2007	A*	`conf`	Countering web spam with credibility-based link analysis. PODC James Caverlee, Ling Liu
2007	A*	`conf`	DSphere: A Source-Centric Approach to Crawling, Indexing and Searching the World Wide Web. ICDE Bhuvan Bamba, Ling Liu, James Caverlee, Vaibhav Padliya, Mudhakar Srivatsa, Tushar Bansal, Mahesh Palekar, Joseph Patrao, Suiyang Li, Aameek Singh
2007	J	`jnl`	Development of Distance Measures for Process Mining, Discovery and Integration. Int. J. Web Serv. Res. Joonsoo Bae, Ling Liu, James Caverlee, Liang-Jie Zhang, Hyerim Bae
2007	A	`conf`	Efficient and Secure Search of Enterprise File Systems. ICWS Aameek Singh, Mudhakar Srivatsa, Ling Liu
2007	A*	`conf`	From Data Privacy to Location Privacy: Models and Algorithms. VLDB Ling Liu
2007	A	`conf`	GeoGrid: A Scalable Location Service Network. ICDCS Jianjun Zhang, Gong Zhang, Ling Liu
2007	J	`jnl`	GrubJoin: An Adaptive, Multi-Way, Windowed Stream Join with Time Correlation-Aware CPU Load Shedding. IEEE Trans. Knowl. Data Eng. Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2007	J	`jnl`	Guest editorial- Web services in telecommunications. IEEE Commun. Mag. Sean Moore, Ling Liu
2007	C	`conf`	Improving Wireless Positioning with Look-ahead Map-Matching. MobiQuitous R. Kipp Jones, Ling Liu, Farshid Alizadeh-Shabdiz
2007	A*	`conf`	Lira: Lightweight, Region-aware Load Shedding in Mobile CQ Systems. ICDE Bugra Gedik, Ling Liu, Kun-Lung Wu, Philip S. Yu
2007	—	`conf`	Message from SAINT 2007 Workshops Chairs. SAINT Workshops Ling Liu, Atsuhiro Goto
2007	A	`conf`	Message from the IEEE ICWS/SCC/SERVICES 2007 Plenary Panel Program Co-Chairs. ICWS Ling Liu, Frank Ferrante
2007	Misc	`conf`	Mining multiple private databases using a kNN classifier. SAC Li Xiong, Subramanyam Chitti, Ling Liu
2007	A	`conf`	Optimizing Multiple Distributed Stream Queries Using Hierarchical Network Partitions. IPDPS Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper, Ling Liu
2007	J	`jnl`	Preserving data privacy in outsourcing data aggregation services. ACM Trans. Internet Techn. Li Xiong, Subramanyam Chitti, Ling Liu
2007	A*	`conf`	QueST: querying music databases by acoustic and textual features. ACM Multimedia Bin Cui, Ling Liu, Calton Pu, Jialie Shen, Kian-Lee Tan
2007	J	`jnl`	Scalable Delivery of Dynamic Content Using a Cooperative Edge Cache Grid. IEEE Trans. Knowl. Data Eng. Lakshmish Ramaswamy, Ling Liu, Arun Iyengar
2007	A	`conf`	Secure Event Dissemination in Publish-Subscribe Networks. ICDCS Mudhakar Srivatsa, Ling Liu
2007	J	`jnl`	Service Class Driven Dynamic Data Source Discovery with DynaBot. Int. J. Web Serv. Res. Daniel Rocco, James Caverlee, Ling Liu, Terence Critchlow
2007	A*	`conf`	Space adaptation: privacy-preserving multiparty collaborative mining with geometric perturbation. PODC Keke Chen, Ling Liu
2007	A	`conf`	Spam-Resilient Web Rankings via Influence Throttling. IPDPS James Caverlee, Steve Webb, Ling Liu
2007	A	`conf`	Towards Attack-Resilient Geometric Data Perturbation. SDM Keke Chen, Gordon Sun, Ling Liu
2007	Misc	`conf`	Towards Mobile Internet: Location Privacy Threats and Granular Computation Challenges. GrC Ling Liu
2007	J	`jnl`	Workflow management for enterprise transformation. Inf. Knowl. Syst. Manag. James Caverlee, Joonsoo Bae, Qinyi Wu, Ling Liu, Calton Pu, William B. Rouse
2006	B	`conf`	A Client-Transparent Approach to Defend Against Denial of Service Attacks. SRDS Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu
2006	A	`conf`	A Middleware System for Protecting Against Application Level Denial of Service Attacks. Middleware Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu
2006	J	`jnl`	Agyaat: mutual anonymity over structured P2P networks. Internet Res. Aameek Singh, Bugra Gedik, Ling Liu
2006	J	`jnl`	Book review: H. Zhuge, The Knowledge Grid, World Scientific Publishing Co., Singapore, 2004. J. Syst. Softw. Ling Liu, Xue Chen
2006	A	`conf`	Detecting the Change of Clustering Structure in Categorical Data Streams. SDM Keke Chen, Ling Liu
2006	J	`jnl`	Discovering Interesting Relationships among Deep Web Databases: A Source-Biased Approach. World Wide Web James Caverlee, Ling Liu, Daniel Rocco
2006	A*	`conf`	Distributed query sampling: a quality-conscious approach. SIGIR James Caverlee, Ling Liu, Joonsoo Bae
2006	A	`conf`	Efficient Formation of Edge Cache Groups for Dynamic Content Delivery. ICDCS Lakshmish Ramaswamy, Ling Liu, Jianjun Zhang
2006	A	`conf`	Efficiently clustering transactional data with weighted coverage density. CIKM Hua Yan, Keke Chen, Ling Liu
2006	A	`conf`	Key Derivation Algorithms for Monotone Access Structures in Cryptographic File Systems. ESORICS Mudhakar Srivatsa, Ling Liu
2006	J	`jnl`	Large Scaling Unstructured Peer-to-Peer Networks with Heterogeneity-Aware Topology and Routing. IEEE Trans. Parallel Distributed Syst. Mudhakar Srivatsa, Bugra Gedik, Ling Liu
2006	C	`conf`	Link-Based Ranking of the Web with Source-Centric Collaboration. CollaborateCom James Caverlee, Ling Liu, William B. Rouse
2006	J	`jnl`	MobiEyes: A Distributed Location Monitoring Service Using Moving Location Queries. IEEE Trans. Mob. Comput. Bugra Gedik, Ling Liu
2006	C	`conf`	Mobile Web and Location-Based Services. APWeb Ling Liu
2006	—	`conf`	Privacy Analysis for Data Sharing in *nix Systems. USENIX ATC, General Track Aameek Singh, Ling Liu, Mustaque Ahamad
2006	A*	`ed.`	Proceedings of the 22nd International Conference on Data Engineering, ICDE 2006, 3-8 April 2006, Atlanta, GA, USA ICDE Ling Liu, Andreas Reuter, Kyu-Young Whang, Jianjun Zhang
2006	—	`conf`	Process Mining by Measuring Process Block Similarity. Business Process Management Workshops Joonsoo Bae, James Caverlee, Ling Liu, Hua Yan
2006	A	`conf`	Process Mining, Discovery, and Integration using Distance Measures. ICWS Joonsoo Bae, Ling Liu, James Caverlee, William B. Rouse
2006	J	`jnl`	Processing Moving Queries over Moving Objects Using Motion-Adaptive Indexes. IEEE Trans. Knowl. Data Eng. Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2006	—	`conf`	Quality-aware dstributed data delivery for continuous query services. SIGMOD Conference Bugra Gedik, Ling Liu
2006	J	`jnl`	Securing decentralized reputation management using TrustGuard. J. Parallel Distributed Comput. Mudhakar Srivatsa, Ling Liu
2006	—	`conf`	Software and Services: Where do they meet? IEEE SCC Ling Liu, Carl K. Chang, Ephraim Feig, Hemant K. Jain, Liang-Jie Zhang
2006	J	`jnl`	XWRAPComposer: A Multi-Page Data Extraction Service. Int. J. Web Serv. Res. Ling Liu, Jianjun Zhang, Wei Han, Calton Pu, James Caverlee, Sungkeun Park, Terence Critchlow, David Buttler, Matthew Coleman
2006	J	`jnl`	iVIBRATE: Interactive visualization-based framework for clustering large datasets. ACM Trans. Inf. Syst. Keke Chen, Ling Liu
2006	A	`conf`	k nearest neighbor classification across multiple private databases. CIKM Li Xiong, Subramanyam Chitti, Ling Liu
2005	J	`jnl`	A Distributed Approach to Node Clustering in Decentralized Peer-to-Peer Networks. IEEE Trans. Parallel Distributed Syst. Lakshmish Ramaswamy, Bugra Gedik, Ling Liu
2005	Misc	`conf`	A Hybrid Access Model for Storage Area Networks. MSST Aameek Singh, Sandeep Gopisetty, Kaladhar Voruganti, David Pease, Ling Liu
2005	J	`jnl`	A Scalable Peer-to-Peer Architecture for Distributed Information Monitoring Applications. IEEE Trans. Computers Bugra Gedik, Ling Liu
2005	J	`jnl`	A methodical approach to extracting interesting objects from dynamic web pages. Int. J. Web Grid Serv. Ling Liu, David Buttler, James Caverlee, Calton Pu, Jianjun Zhang
2005	A	`conf`	Adaptive load shedding for windowed stream joins. CIKM Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2005	J	`jnl`	Automatic Fragment Detection in Dynamic Web Pages and Its Impact on Caching. IEEE Trans. Knowl. Data Eng. Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis
2005	B	`conf`	Building a Semantic Web System for Scientific Applications: An Engineering Approach. WISE Renato Fileto, Claudia Bauzer Medeiros, Calton Pu, Ling Liu, Eduardo Delgado Assad
2005	A	`conf`	Cache Clouds: Cooperative Caching of Dynamic Documents in Edge Networks. ICDCS Lakshmish Ramaswamy, Ling Liu, Arun Iyengar
2005	C	`conf`	Collaborative Computing: Issues and Challenges (Panel). CollaborateCom Ling Liu
2005	B	`conf`	Constructing a proximity-aware power law overlay network. GLOBECOM Jianjun Zhang, Ling Liu, Calton Pu
2005	A*	`conf`	Countering Targeted File Attacks Using LocationGuard. USENIX Security Symposium Mudhakar Srivatsa, Ling Liu
2005	A	`conf`	Domain-Specific Web Service Discovery with Service Class Descriptions. ICWS Daniel Rocco, James Caverlee, Ling Liu, Terence Critchlow
2005	A	`conf`	ExchangeGuard: A Distributed Protocol for Electronic Fair-Exchange. IPDPS Mudhakar Srivatsa, Li Xiong, Ling Liu
2005	—	`conf`	Exploiting the deep web with DynaBot: matching, probing, and ranking. WWW (Special interest tracks and posters) Daniel Rocco, James Caverlee, Ling Liu, Terence Critchlow
2005	A	`conf`	Location Privacy in Mobile Systems: A Personalized Anonymization Model. ICDCS Bugra Gedik, Ling Liu
2005	A*	`conf`	Privacy Preserving Data Classification with Rotation Perturbation. ICDM Keke Chen, Ling Liu
2005	J	`jnl`	QA-Pagelet: Data Preparation Techniques for Large-Scale Data Analysis of the Deep Web. IEEE Trans. Knowl. Data Eng. James Caverlee, Ling Liu
2005	—	`conf`	Querying the past, present and future: where we are and where we will be. WWW (Special interest tracks and posters) Ling Liu, Andrei Z. Broder, Dieter Fensel, Carole A. Goble, Calton Pu
2005	A	`conf`	Resilient Trust Management for Web Service Integration. ICWS Sungkeun Park, Ling Liu, Calton Pu, Mudhakar Srivatsa, Jianjun Zhang
2005	A*	`conf`	Securing publish-subscribe overlay services with EventGuard. CCS Mudhakar Srivatsa, Ling Liu
2005	Misc	`conf`	Security vs Performance: Tradeoffs using a Trust Framework. MSST Aameek Singh, Sandeep Gopisetty, Linda Duyanovich, Kaladhar Voruganti, David Pease, Ling Liu
2005	B	`conf`	The "Best K" for Entropy-based Categorical Data Clustering. SSDBM Keke Chen, Ling Liu
2005	A	`conf`	Topk Queries across Multiple Private Databases. ICDCS Li Xiong, Subramanyam Chitti, Ling Liu
2005	—	`conf`	Towards Global Collaborative Computing: Opportunities and Challenges of Peer to Peer Networks and Applications. GCC Ling Liu
2005	A*	`conf`	TrustGuard: countering vulnerabilities in reputation management for decentralized overlay networks. WWW Mudhakar Srivatsa, Li Xiong, Ling Liu
2005	C	`conf`	XPACK: A High-Performance WEB Document Encoding. WEBIST Daniel Rocco, James Caverlee, Ling Liu
2005	—	`conf`	XWRAPComposer: A Multi-Page Data Extraction Service for Bio-Computing Applications. IEEE SCC Ling Liu, Jianjun Zhang, Wei Han, Calton Pu, James Caverlee, Sungkeun Park, Terence Critchlow, Matthew Coleman, David Buttler
2004	B	`conf`	A Hybrid Topology Architecture for P2P Systems. ICCCN Aameek Singh, Ling Liu
2004	J	`jnl`	A Systematic Approach to Flexible Specification, Composition, and Restructuring of Workflow Activities. J. Database Manag. Ling Liu, Calton Pu, Duncan Dubugras A. Ruiz
2004	J	`jnl`	Adaptation Space: A Design Framework for Adaptive Web Services. Int. J. Web Serv. Res. Henrique Paques, Ling Liu, Calton Pu
2004	J	`jnl`	An Expiration Age-Based Document Placement Scheme for Cooperative Web Caching. IEEE Trans. Knowl. Data Eng. Lakshmish Ramaswamy, Ling Liu
2004	A*	`conf`	Automatic detection of fragments in dynamically generated web pages. WWW Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis
2004	—	`conf`	BizCQ: using continual queries to cope with changes in business information exchange. WWW (Alternate Track Papers & Posters) Wei Tang, R. Kipp Jones, Ling Liu, Calton Pu
2004	A	`conf`	ClusterMap: labeling clusters in large datasets via visualization. CIKM Keke Chen, Ling Liu
2004	—	`conf`	Context Cube: Flexible and Effective Manipulation of Sensed Context Data. Pervasive Lonnie D. Harvel, Ling Liu, Gregory D. Abowd, Yu-Xi Lim, Chris Scheibe, Chris Chatham
2004	A	`conf`	Discovering and ranking web services with BASIL: a personalized approach with biased focus. ICSOC James Caverlee, Ling Liu, Daniel Rocco
2004	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2004	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2004	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2004	—	`conf`	Efficient web change monitoring with page digest. WWW (Alternate Track Papers & Posters) David Buttler, Daniel Rocco, Ling Liu
2004	—	`conf`	Energy efficient exact kNN search in wireless broadcast environments. GIS Bugra Gedik, Aameek Singh, Ling Liu
2004	B	`conf`	Infopipes: The ISL/ISG Implementation Evaluation. NCA Galen S. Swint, Calton Pu, Younggyun Koh, Ling Liu, Wenchang Yan, Charles Consel, Koichi Moriyama, Jonathan Walpole
2004	B	`conf`	MobiEyes: Distributed Processing of Continuously Moving Queries on Moving Objects in a Mobile System. EDBT Bugra Gedik, Ling Liu
2004	A	`conf`	Motion adaptive indexing for moving continual queries over moving objects. CIKM Bugra Gedik, Kun-Lung Wu, Philip S. Yu, Ling Liu
2004	J	`jnl`	PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities. IEEE Trans. Knowl. Data Eng. Li Xiong, Ling Liu
2004	A*	`conf`	Probe, Cluster, and Discover: Focused Extraction of QA-Pagelets from the Deep Web. ICDE James Caverlee, Ling Liu, David Buttler
2004	—	`conf`	Reliable Peer-to-Peer End System Multicasting through Replication. Peer-to-Peer Computing Jianjun Zhang, Ling Liu, Calton Pu, Mostafa H. Ammar
2004	B	`conf`	Scaling Unstructured Peer-to-Peer Networks With Multi-Tier Capacity-Aware Overlay Topologies. ICPADS Mudhakar Srivatsa, Bugra Gedik, Ling Liu
2004	J	`jnl`	VISTA: validating and refining clusters via visualization. Inf. Vis. Keke Chen, Ling Liu
2004	A	`conf`	Vulnerabilities and Security Threats in Structured Overlay Networks: A Quantitative Analysis. ACSAC Mudhakar Srivatsa, Ling Liu
2003	B	`conf`	A Modeling and Execution Environment for Distributed Scientific Workflows. SSDBM Ilkay Altintas, Sangeeta Bhagwanani, David Buttler, Sandeep Chandra, Zhengang Cheng, Matthew Coleman, Terence Critchlow, Amarnath Gupta, Wei Han, Ling Liu, Bertram Ludäscher, Calton Pu, Reagan W. Moore, Arie Shoshani, Mladen A. Vouk
2003	B	`conf`	A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities. CEC Li Xiong, Ling Liu
2003	B	`conf`	A Visual Framework Invites Human into the Clustering Process. SSDBM Keke Chen, Ling Liu
2003	A*	`conf`	A reputation-based trust model for peer-to-peer ecommerce communities. EC Li Xiong, Ling Liu
2003	—	`conf`	Adaptation Space: A Design Framework for Adaptive Web Services. ICWS-Europe Henrique Paques, Ling Liu, Calton Pu
2003	—	`conf`	Apoidea: A Decentralized Peer-to-Peer Architecture for Crawling the World Wide Web. Distributed Multimedia Information Retrieval Aameek Singh, Mudhakar Srivatsa, Ling Liu, Todd Miller
2003	C	`conf`	BioSeek: Exploiting Source-Capability Information for Integrated Access to Multiple Bioinformatics Data Sources. BIBE Ling Liu, David Buttler, Terence Critchlow, Wei Han, Henrique Paques, Calton Pu, Daniel Rocco
2003	Misc	`conf`	Cluster Rendering of Skewed Datasets via Visualization. SAC Keke Chen, Ling Liu
2003	—	`conf`	Connectivity Based Node Clustering in Decentralized Peer-to-Peer Networks. Peer-to-Peer Computing Lakshmish Ramaswamy, Bugra Gedik, Ling Liu
2003	Misc	`conf`	Distributed Query Adaptation and Its Trade-offs. SAC Henrique Paques, Ling Liu, Calton Pu
2003	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2003	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2003	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2003	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2003	—	`conf`	Free Riding: A New Challenge to Peer-to-Peer File Sharing Systems. HICSS Lakshmish Ramaswamy, Ling Liu
2003	B	`conf`	PINCO: a pipelined in-network compression scheme for data collection in wireless sensor networks. ICCCN Tarik Arici, Bugra Gedik, Yucel Altunbasak, Ling Liu
2003	J	`jnl`	POESIA: An ontological workflow approach for composing Web services in agriculture. VLDB J. Renato Fileto, Ling Liu, Calton Pu, Eduardo Delgado Assad, Claudia Bauzer Medeiros
2003	B	`conf`	Page Digest for Large-Scale Web Services. CEC Daniel Rocco, David Buttler, Ling Liu
2003	A	`conf`	PeerCQ: A Decentralized and Self-Configuring Peer-to-Peer Information Monitoring System. ICDCS Bugra Gedik, Ling Liu
2003	B	`conf`	Reliable Peer-to-Peer Information Monitoring through Replication. SRDS Bugra Gedik, Ling Liu
2003	A	`conf`	Techniques for efficient fragment detection in web pages. CIKM Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis
2003	—	`ch.`	Towards Flexible Specification, Composition, and Coordination of Workflow Activities. Advanced Topics in Database Research, Vol. 2 Ling Liu, Calton Pu
2003	B	`conf`	Trigger Grouping: A Scalable Approach to Large Scale Information Monitoring. NCA Wei Tang, Ling Liu, Calton Pu
2003	—	`conf`	TrustMe: Anonymous Management of Trust Relationships in Decentralized P2P Systems. Peer-to-Peer Computing Aameek Singh, Ling Liu
2003	—	`conf`	Using Domain Ontologies to Help Track Data Provenance. SBBD Renato Fileto, Claudia Bauzer Medeiros, Ling Liu, Calton Pu, Eduardo Delgado Assad
2003	A*	`conf`	Validating and Refining Clusters via Visual Rendering. ICDM Keke Chen, Ling Liu
2002	A	`conf`	A New Document Placement Scheme for Cooperative Caching on the Internet. ICDCS Lakshmish Ramaswamy, Ling Liu
2002	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2002	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2002	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2002	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2002	A	`conf`	Ginga: a self-adaptive query processing system. CIKM Henrique Paques, Ling Liu, Calton Pu
2002	C	`conf`	Guarding the next Internet frontier: countering denial of information attacks. NSPW Mustaque Ahamad, Leo Mark, Wenke Lee, Edward Omicienski, Andre dos Santos, Ling Liu, Calton Pu
2002	J	`jnl`	Information Modelling on the Web: A Scalable Solution. World Wide Web Ling Liu, Wei Tang, David Buttler, Calton Pu
2002	J	`jnl`	Querying Multiple Bioinformatics Data Sources: Can Semantic Web Research Help? SIGMOD Rec. David Buttler, Matthew Coleman, Terence Critchlow, Renato Fileto, Wei Han, Ling Liu, Calton Pu, Daniel Rocco, Li Xiong
2001	A	`conf`	A Fully Automated Object Extraction System for the World Wide Web. ICDCS David Buttler, Ling Liu, Calton Pu
2001	J	`jnl`	An XML-enabled data extraction toolkit for web sources. Inf. Syst. Ling Liu, Calton Pu, Wei Han
2001	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2001	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2001	J	`jnl`	Editor's Notes. SIGMOD Rec. Ling Liu
2001	—	`conf`	OminiSearch: A Method for Searching Dynamic Content on the Web. SIGMOD Conference David Buttler, Ling Liu, Calton Pu, Henrique Paques
2000	—	`conf`	AQR-Toolkit: An Adaptive Query Routing Middleware for Distributed Data Intensive Systems. SIGMOD Conference Ling Liu, Calton Pu, David Buttler, Wei Han, Henrique Paques, Wei Tang
2000	J	`jnl`	Correction to "Continual Queries for Internet Scale Event-Driven Information Delivery". IEEE Trans. Knowl. Data Eng. Ling Liu, Calton Pu, Wei Tang
2000	J	`jnl`	InfoFilter: Supporting Quality of Service for Fresh Information Delivery. New Gener. Comput. Ling Liu, Calton Pu, Karsten Schwan, Jonathan Walpole
2000	A	`conf`	WebCQ: Detecting and Delivering Information Changes on the Web. CIKM Ling Liu, Calton Pu, Wei Tang
2000	A*	`conf`	XWRAP: An XML-Enabled Wrapper Construction System for Web Information Sources. ICDE Ling Liu, Calton Pu, Wei Han
1999	—	`conf`	An XML-based Wrapper Generator for Web Information Extraction. SIGMOD Conference Ling Liu, Wei Han, David Buttler, Calton Pu, Wei Tang
1999	—	`conf`	Building an Extensible Wrapper Repository: A Meta-data Approach. MD Ling Liu, Wei Han, Calton Pu, David Buttler, Wei Tang
1999	J	`jnl`	Continual Queries for Internet Scale Event-Driven Information Delivery. IEEE Trans. Knowl. Data Eng. Ling Liu, Calton Pu, Wei Tang
1999	—	`conf`	Quality of Service Semantics for Multimedia Database Systems. DS-8 Jonathan Walpole, Ling Liu, David Maier, Calton Pu, Charles Krasic
1999	A*	`conf`	Query Routing in Large-Scale Digital Library Systems. ICDE Ling Liu
1999	—	`conf`	Supporting Internet Applications beyond Browsing: Trigger Processing and Change Notification (Extended Abstract). ICSC Ling Liu, Calton Pu, Wei Tang
1999	—	`conf`	TAM: A System for Dynamic Transactional Activity Management. SIGMOD Conference Tong Zhou, Ling Liu, Calton Pu
1998	—	`conf`	A Transactional Activity Model for Organizing Open-Ended Cooperative Activities. HICSS (7) Ling Liu, Calton Pu
1998	—	`conf`	CQ: A Personalized Update Monitoring Toolkit. SIGMOD Conference Ling Liu, Calton Pu, Wei Tang, David Buttler, John Biggs, Tong Zhou, Paul Benninghoff, Wei Han, Fenghua Yu
1998	J	`jnl`	Distributed Query Scheduling Service: An Architecture and Its Implementation. Int. J. Cooperative Inf. Syst. Ling Liu, Calton Pu, Kirill Richine
1998	A	`conf`	Dynamic Restructuring of Transactional Workflow Activities: A Practical Implementation Method. CIKM Tong Zhou, Calton Pu, Ling Liu
1998	—	`conf`	EVOLVE: Adaptive Specification Techniques for Object-Oriented Software Evolution. HICSS (5) Ling Liu
1998	A*	`conf`	Methodical Restructuring of Complex Workflow Activities. ICDE Ling Liu, Calton Pu
1998	—	`conf`	Update Monitoring: The CQ Project. WWCA Calton Pu, Ling Liu
1997	A	`conf`	A Dynamic Query Scheduling Framework for Distributed and Evolving Information Systems. ICDCS Ling Liu, Calton Pu
1997	—	`conf`	A Metadata Based Approach to Improving Query Responsiveness. MD Ling Liu, Calton Pu
1997	A	`conf`	ActivityFlow: Towards Incremental Specification and Flexible Coordination of Workflow Activities. ER Ling Liu, Calton Pu
1997	J	`jnl`	An Adaptive Object-Oriented Approach to Integration and Access of Heterogeneous Information Sources. Distributed Parallel Databases Ling Liu, Calton Pu
1997	J	`jnl`	Dynamic Query Processing in DIOM. IEEE Data Eng. Bull. Ling Liu, Calton Pu
1997	A*	`conf`	Hooking into Object-Oriented Application Frameworks. ICSE Garry Froehlich, H. James Hoover, Ling Liu, Paul G. Sorenson
1997	J	`jnl`	The Role of Polymorphic Reuse Mechanisms in Schema Evolution in an Object-Oriented Database. IEEE Trans. Knowl. Data Eng. Ling Liu, Roberto V. Zicari, Walter L. Hürsch, Karl J. Lieberherr
1997	Misc	`conf`	Towards Interoperable Heterogeneous Information Systems: An Experiment Using the DIOM Approach. SAC Yooshin Lee, Ling Liu, Calton Pu
1996	—	`conf`	Adaptable, Efficient, and Modular Coordination of Distributed Extended Transactions. PDIS Tong Zhou, Calton Pu, Ling Liu
1996	B	`conf`	An Adaptive Approach to Query Mediation Across Heterogeneous Information Sources. CoopIS Ling Liu, Calton Pu, Yooshin Lee
1996	—	`conf`	An Object-Oriented Approach to Interoperation of Heterogeneous Information Sources. International Hong Kong Computer Society Database Workshop Ling Liu, Calton Pu
1996	A	`conf`	An Object-Oriented Approach to Multi-Level Association Rule Mining. CIKM Scott Fortin, Ling Liu
1996	A	`conf`	Differential Evaluation of Continual Queries. ICDCS Ling Liu, Calton Pu, Roger S. Barga, Tong Zhou
1996	—	`conf`	Issues on Query Processing in Distributed and Interoperable Information Systems. CODAS Ling Liu, Calton Pu
1996	—	`conf`	Metadata in the Interoperation of Heterogeneous Data Sources. MD Ling Liu, Calton Pu
1995	—	`conf`	Adaptive Schema Design and Evaluation in an Object-Oriented Information System. OOER Ling Liu
1995	—	`conf`	Maintaining Database Consistency in the Presence of Schema Evolution. DS-6 Ling Liu
1995	A	`conf`	The Distributed Interoperable Object Model and Its Application to Large-scale Interoperable Database Systems. CIKM Ling Liu, Calton Pu
1994	A	`conf`	Design and Evaluation Rules for Building Adaptive Schema in an Object-Oriented Data and Knowledge Base System. CIKM Ling Liu
1994	A*	`conf`	Polymorphic Reuse Mechanisms for Object-Oriented Database Specifications. ICDE Ling Liu, Roberto V. Zicari, Walter L. Hürsch, Karl J. Lieberherr
1993	—	`conf`	An Object-Centered Approach for Manipulating Hierarchically Complex Objects. ISOTAS Ling Liu