Ling Liu

Ling Liu

Georgia Institute of Technology

H-index: 83

North America-United States

About Ling Liu

Ling Liu, With an exceptional h-index of 83 and a recent h-index of 50 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Distributed Computing Systems, Database Systems, Privacy-Security-Trust, Cloud Computing, Big Data Systems/Data Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Adaptive Deep Neural Network Inference Optimization with EENet

TS-Fastformer: Fast Transformer for Time-series Forecasting

Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training

Trustworthy distributed ai systems: Robustness, privacy, and governance

Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices

Vaccine: Perturbation-aware alignment for large language model

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning

Pok\'eLLMon: A Human-Parity Agent for Pok\'emon Battles with Large Language Models

Ling Liu Information

University

Position

___

Citations(all)

36260

Citations(since 2020)

12554

Cited By

27519

hIndex(all)

83

hIndex(since 2020)

50

i10Index(all)

442

i10Index(since 2020)

233

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Ling Liu Skills & Research Interests

Distributed Computing Systems

Database Systems

Privacy-Security-Trust

Cloud Computing

Big Data Systems/Data Analytics

Top articles of Ling Liu

Title

Journal

Author(s)

Publication Date

Adaptive Deep Neural Network Inference Optimization with EENet

Fatih Ilhan

Ka-Ho Chow

Sihao Hu

Tiansheng Huang

Selim Tekin

...

2024

TS-Fastformer: Fast Transformer for Time-series Forecasting

ACM Transactions on Intelligent Systems and Technology

Sangwon Lee

Junho Hong

Ling Liu

Wonik Choi

2024/2/22

Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training

Advances in Neural Information Processing Systems

Tiansheng Huang

Sihao Hu

Ka-Ho Chow

Fatih Ilhan

Selim Tekin

...

2024/2/13

Trustworthy distributed ai systems: Robustness, privacy, and governance

Wenqi Wei

Ling Liu

2024/2/2

Atlas: Hybrid Cloud Migration Advisor for Interactive Microservices

Ka-Ho Chow

Umesh Deshpande

Veera Deenadhayalan

Sangeetha Seshadri

Ling Liu

2024/4

Vaccine: Perturbation-aware alignment for large language model

arXiv preprint arXiv:2402.01109

Tiansheng Huang

Sihao Hu

Ling Liu

2024/2/2

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning

arXiv preprint arXiv:2404.04434

Selim Furkan Tekin

Fatih Ilhan

Tiansheng Huang

Sihao Hu

Ka-Ho Chow

...

2024/4/5

Pok\'eLLMon: A Human-Parity Agent for Pok\'emon Battles with Large Language Models

arXiv preprint arXiv:2402.01118

Sihao Hu

Tiansheng Huang

Ling Liu

2024/2/2

A Survey on Large Language Model-Based Game Agents

arXiv preprint arXiv:2404.02039

Sihao Hu

Tiansheng Huang

Fatih Ilhan

Selim Tekin

Gaowen Liu

...

2024/4/2

Large language model-powered smart contract vulnerability detection: New perspectives

arXiv preprint arXiv:2310.01152

Sihao Hu

Tiansheng Huang

Fatih İlhan

Selim Furkan Tekin

Ling Liu

2023/10/2

Exploring model learning heterogeneity for boosting ensemble robustness

Yanzhao Wu

Ka-Ho Chow

Wenqi Wei

Ling Liu

2023/12

Metric Learning as a Service With Covariance Embedding

IEEE Transactions on Services Computing

Imam Mustafa Kamal

Hyerim Bae

Ling Liu

2023/4/12

SCAD: Scalability Advisor for Interactive Microservices on Hybrid Clouds

Ka-Ho Chow

Umesh Deshpande

Veera Deenadhayalan

Sangeetha Seshadri

Ling Liu

2023/6/4

RAI4IoE: Responsible AI for enabling the Internet of Energy

arXiv preprint arXiv:2309.11691

Minhui Xue

Surya Nepal

Ling Liu

Subbu Sethuvenkatraman

Xingliang Yuan

...

2023/9/20

Amplifying Object Tracking Performance on Edge Devices

Sanjana Vijay Ganesh

Yanzhao Wu

Gaowen Liu

Ramana Kompella

Ling Liu

2023/11/1

Business Process Retrieval from Large Model Repositories for Industry 4.0

IEEE Transactions on Services Computing

Rui Zhu

Yue Huang

Ling Liu

Wei Zhou

Xuan Zhang

...

2023/12/29

Selecting and composing learning rate policies for deep neural networks

ACM Transactions on Intelligent Systems and Technology

Yanzhao Wu

Ling Liu

2023/2/16

Securing distributed SGD against gradient leakage threats

IEEE Transactions on Parallel and Distributed Systems

Wenqi Wei

Ling Liu

Jingya Zhou

Ka-Ho Chow

Yanzhao Wu

2023/5/5

Fast and resource-efficient object tracking on edge devices: A measurement study

arXiv preprint arXiv:2309.02666

Sanjana Vijay Ganesh

Yanzhao Wu

Gaowen Liu

Ramana Kompella

Ling Liu

2023/9/6

Can Federated Learning be Responsible?

Ling Liu

2023/11/1

See List of Professors in Ling Liu University(Georgia Institute of Technology)

Co-Authors

H-index: 71
Calton Pu

Calton Pu

Georgia Institute of Technology

H-index: 64
M. Tamer Özsu

M. Tamer Özsu

University of Waterloo

H-index: 52
Li Xiong

Li Xiong

Emory University

H-index: 41
Keke Chen

Keke Chen

Marquette University

H-index: 35
Ting Wang

Ting Wang

Penn State University

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