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Ling Liu

chinese academy of sciences

69H-index
1.1KPaper Count
2.1WCitation Count
Published Papers 156
Publication Date
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When Graph Contrastive Learning Backfires: Spectral Vulnerability and Defense in Recommendation
errACM Transactions on Information Systems
IF9.1
err2026-02-01
err0
PREAI
errWang, Zongwei; Gao, Min; Yu, Junliang; Sadiq, Shazia; Yin, Hongzhi; Liu, Ling
errShare
errSave
Matching Accounts on Blockchain via Pseudo Fine-tuning of Language Models
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2026-02-01
err0
PREAI
errHu, Sihao; Huang, Tiansheng; Ilhan, Fatih; Tekin, Selim Furkan; Eisenhauer, Greg; Loper, Margaret L.; Liu, Ling
errShare
errSave
PokéLLMon: A Grounding and Reasoning Benchmark for Large Language Models in Pokémon Battles
errACM Transactions on Internet Technology
IF4.1
err2026-02-01
err0
PREAI
errHu, Sihao; Huang, Tiansheng; Liu, Gaowen; Kompella, Ramana; Liu, Ling
errShare
errSave
Content Accuracy and Quality Aware Resource Allocation Based on LP-Guided DRL for ISAC-Driven AIGC Networks
errIEEE Transactions on Mobile Computing
IF9.2
err2026-01-12
err0
PREAI
errNingzhe Shi; Yiqing Zhou; Ling Liu; Jinglin Shi; Yihao Wu; Haiwei Shi; Hanxiao Yu
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errSave
Modular Model Adaptation for Online Learning in Streaming Text Classification
errIEEE Transactions on Knowledge and Data Engineering
IF10.4
err2026-01-12
err0
PREAI
errMin-Seon Kim; Ling Liu; Hyuk-Yoon Kwon
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errSave
Unfairness Attack and Unified Provable Defense on AI-Powered Internet of Energy
errIEEE Transactions on Information Forensics and Security
IF8
err2026-01-01
err0
PREAI
errHua Ma; Ruoxi Sun; Xin Yuan; Minhui Xue; Yansong Gao; Surya Nepal; Xingliang Yuan; Carsten Rudolph; Ling Liu
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errSave
ChemFM as a scaling law guided foundation model pre-trained on informative chemicals
errCOMMUNICATIONS CHEMISTRY
IF6.2
err2025-12-18
err0
errOAAI
errCai, Feiyang; Zacour, Katelin; Zhu, Tianyu; Tzeng, Tzuen-Rong; Duan, Yongping; Liu, Ling; Pilla, Srikanth; Li, Gang; Luo, Feng
errShare
errSave
AGCN: A Service Computing-Oriented Anchor-Guided Graph Clustering Network
errIEEE Transactions on Services Computing
IF5.8
err2025-12-05
err0
PREAI
errJieren Cheng; Faqiang Zeng; Jimei Li; Ling Liu; Neal Xiong; Xin Peng
errShare
errSave
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning
errACM Transactions on Intelligent Systems and Technology
IF6.6
err2025-09-18
err0
PREAI
errSelim Furkan Tekin; Fatih Ilhan; Tiansheng Huang; Sihao Hu; Margaret Loper; Ling Liu
errShare
errSave
WD-PSTALSTM: A Data-Driven Hybrid Model for Prediction of Diesel Vehicle NOx Emissions
errEnergy and AI
IF9.6
err2025-07-26
err0
errOAAI
errLing Liu; Jihui Zhuang; Yuelei Wang; Pei Li; Dongping Guo; Xiaoming Cheng
errShare
errSave
Optimizing global parameter synchronization for geo-distributed machine learning in reconfigurable optical wide area networks
errNeurocomputing
IF6.5
err2025-07-19
err0
PREAI
errLing Liu; Wang Xu; Pan Zhou; Xiaoqiong Xu; Xi Chen; Hongfang Yu; Gang Sun
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errSave
Genetic variants of OsWRKY70 modulate ROS levels to improve rice stress adaptation
errTheoretical and Applied Genetics
IF4.2
err2025-07-12
err0
PREAI
errXiaoping Ding; GongYe Cheng; Di Zhang; Zhijun Wang; Mingchan Liu; Wenyu Li; Lingling Li; Ling Liu; Cheng Zheng; HouXiong Wu; Dingyang Yuan; Meijuan Duan; Citao Liu
errShare
errSave
A Decision Tree-Driven IoT systems for improved pre-natal diagnostic accuracy
errBMC MEDICAL INFORMATICS AND DECISION MAKING
IF3.8
err2024-12-05
err0
errOAAI
errYang, Xuewen; Liu, Ling; Wang, Yan
errShare
errSave
An improved face attributes editing method based on DDIM
errSCIENTIFIC REPORTS
IF3.9
err2024-11-07
err0
errOAAI
errHe, Libo; Chen, Qingyang; Pang, Yun; Wang, Meijiao; Wu, Yunyun; Liu, Ling; Qiang, Zhenping
errShare
errSave
Secure Neighbor Discovery as a Service in the Internet of Ships Environment
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2024-09-01
err0
PREAI
errXu, Ming; Liu, Ling
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errSave
Fault-Tolerant Scheduling of Heterogeneous UAVs for Data Collection of IoT Applications
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-08-15
err3
PREAI
errYan, Hui; Bao, Weidong; Li, Xiaoqing; Zhu, Xiaomin; Zhang, Yaohong; Wang, Ji; Liu, Ling
errShare
errSave
TS-Fastformer: Fast Transformer for Time-series Forecasting
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-02-22
err8
PREAI
errLee, Sangwon; Hong, Junho; Liu, Ling; Choi, Wonik
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errSave
Importance of physical information on the prediction of heavy-ion fusion cross sections with machine learning
errPHYSICAL REVIEW C
IF3.4
err2024-02-08
err7
PREAI
errLi, Zhilong; Gao, Zepeng; Liu, Ling; Wang, Yongjia; Zhu, Long; Li, Qingfeng
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errSave
Collaboration of Heterogeneous Edge Computing Paradigms: How to Fill the Gap Between Theory and Practice
errIEEE WIRELESS COMMUNICATIONS
IF11.5
err2024-02-01
err9
PREAI
errCai, Qing; Zhou, Yiqing; Liu, Ling; Qi, Yanli; Pan, Zhengang; Zhang, Haoyue
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errSave
Hierarchical Pruning of Deep Ensembles with Focal Diversity
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2024-01-16
err0
errOAAI
errWu, Yanzhao; Chow, Ka-Ho; Wei, Wenqi; Liu, Ling
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Philip S. Yu
H-index: 166 · Papers: 2.7K
M
Mohsen Guizani
H-index: 126 · Papers: 2.0K
T
Tingwen Huang
H-index: 108 · Papers: 1.3K
L
Laurence T. Yang
H-index: 94 · Papers: 1.3K
Z
Zhigang Zeng
H-index: 88 · Papers: 818
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