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L

Lydia Y. Chen

delft university of technology

28H-index
292Paper Count
3.0KCitation Count
Published Papers 41
Publication Date
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Federated Time Series Generation on Feature and Temporally Misaligned Data
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT II
IF0
err2026-01-01
err0
PREAI
errSoi, Zhi Wen; Fan, Chenrui; Shankar, Aditya; Malan, Abel; Chen, Lydia Y.
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errSave
CCBNet: Confidential Collaborative Bayesian Networks Inference
errFINANCIAL CRYPTOGRAPHY AND DATA SECURITY, FC 2025, PT II
IF0
err2026-01-01
err0
PREAI
errMalan, Abele; Guzella, Thiago; Decouchant, Jeremie; Chen, Lydia
errShare
errSave
Single-Fold Distillation for Diffusion Models
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT II
IF0
err2026-01-01
err0
PREAI
errHong, Chi; Huang, Jiyue; Birke, Robert; Epema, Dick; Roos, Stefanie; Chen, Lydia Y.
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errSave
Surgical impact of pafolacianine-based intraoperative molecular imaging in lobar versus sublobar pulmonary resection
errJTCVS TECHNIQUES
IF1.9
err2025-12-01
err0
errOAAI
errKennedy, Gregory T.; Azari, Feredun S.; Singhal, Sonia; Chen, Lydia; Gruev, Viktor; Delikatny, Edward; Singhal, Sunil
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errSave
Epithelial Cell Adhesion Molecule Is an Accurate Target for Fluorescence Guided Imaging of Lymph Nodes
errMolecular Imaging and Biology
IF2.5
err2025-10-14
err0
errOAAI
errKelly Anne McGovern; Katherine O. Welch; Ryan Krouse; Michael Brown; Lydia Chen; Kevin Guo; Jeffrey Huang; Jake Mlakar; Edward J. Delikatny; Viktor Gruev; Paul Zhang; Sunil Singhal
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errSave
Preclinical Evaluation of Novel SGLT2-Targeted Near-Infrared Optical Imaging Agent for Early-Stage Pulmonary Adenocarcinoma
errMolecular Imaging and Biology
IF2.5
err2025-07-14
err0
errOAAI
errKatherine Ortmeyer Welch; Kelly Anne McGovern; Lydia Chen; Ryan Krouse; Kevin Guo; Jeffrey Huang; Michael Brown; Jake Mlakar; Venu Bandi; David Holt; Paul Zhang; Sunil Singhal
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errSave
Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2025-03-01
err1
PREAI
errXu, Yidong; Han, Rui; Zuo, Xiaojiang; Ouyang, Junyan; Liu, Chi Harold; Chen, Lydia Y.
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errSave
Amalur: The Convergence of Data Integration and Machine Learning
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2024-12-01
err0
errOAAI
errLi, Ziyu; Sun, Wenbo; Zhan, Danning; Kang, Yan; Chen, Lydia; Bozzon, Alessandro; Hai, Rihan
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errSave
ElasticDNN: On-Device Neural Network Remodeling for Adapting Evolving Vision Domains at Edge
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-06-01
err2
PREAI
errZhang, Qinglong; Han, Rui; Liu, Chi Harold; Wang, Guoren; Chen, Lydia Y.
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errSave
FedViT: Federated continual learning of vision transformer at edge
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2024-05-01
err4
PREAI
errZuo, Xiaojiang; Luopan, Yaxin; Han, Rui; Zhang, Qinglong; Liu, Chi Harold; Wang, Guoren; Chen, Lydia Y.
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errSave
RobustDA: Lightweight Robust Domain Adaptation for Evolving Data at Edge
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2024-01-01
err1
PREAI
errGuo, Xinyu; Zuo, Xiaojiang; Han, Rui; Ouyang, Junyan; Xie, Jing; Liu, Chi Harold; Zhang, Qinglong; Guo, Ying; Chen, Jing; Chen, Lydia Y.
errShare
errSave
On Scheduling Early-Exit Layers for Model Pipeline in 6G-Based Edge Inference
errIEEE Network
IF6.3
err2024-01-01
err0
PREAI
errYuxiao Liu; Rui Han; Qinglong Zhang; Haiting Hou; Chi Harold Liu; Lydia Y. Chen
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errSave
Fast DRL-based scheduler configuration tuning for reducing tail latency in edge-cloud jobs
errJOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS
IF4.3
err2023-06-17
err0
errOAAI
errWen, Shilin; Han, Rui; Liu, Chi Harold; Chen, Lydia Y. Y.
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errSave
Pharmaceutical SH2 domain-containing protein tyrosine phosphatase 2 inhibition suppresses primary and metastasized liver tumors by provoking hepatic innate immunity
errHEPATOLOGY
IF15.8
err2023-04-17
err8
errOAAI
errLiu, Jacey J.; Xin, Bing; Du, Li; Chen, Lydia; Long, Yanyan; Feng, Gen-Sheng
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errSave
Memory-aware and context-aware multi-DNN inference on the edge
errPERVASIVE AND MOBILE COMPUTING
IF3.5
err2022-07-01
err5
errOAAI
errCox, Bart; Birke, Robert; Chen, Lydia Y.
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errSave
Federated Learning With Heterogeneity-Aware Probabilistic Synchronous Parallel on Edge
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2022-03-01
err14
errOAAI
errZhao, Jianxin; Han, Rui; Yang, Yongkai; Catterall, Benjamin; Liu, Chi Harold; Chen, Lydia Y.; Mortier, Richard; Crowcroft, Jon; Wang, Liang
errShare
errSave
Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2022-03-01
err101
errOAAI
errWang, Jin; Han, Hui; Li, Hao; He, Shiming; Sharma, Pradip Kumar; Chen, Lydia
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errSave
Accurate Differentially Private Deep Learning on the Edge
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2021-09-01
err12
PREAI
errHan, Rui; Li, Dong; Ouyang, Junyan; Liu, Chi Harold; Wang, Guoren; Wu, Dapeng; Chen, Lydia Y.
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errSave
Accelerating Gossip-Based Deep Learning in Heterogeneous Edge Computing Platforms
errIEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
IF6
err2021-07-01
err20
PREAI
errHan, Rui; Li, Shilin; Wang, Xiangwei; Liu, Chi Harold; Xin, Gaofeng; Chen, Lydia Y.
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errSave
sPARE: Partial Replication for Multi-Tier Applications in the Cloud
errIEEE TRANSACTIONS ON SERVICES COMPUTING
IF5.8
err2021-03-01
err0
PREAI
errBirke, Robert; Perez, Juan F.; Qiu, Zhan; Borkqvist, Mathias; Chen, Lydia Y.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Joseph Heitman
H-index: 134 · Papers: 1.1K
J
Jieping Ye
H-index: 103 · Papers: 693
J
Jon Crowcroft
H-index: 89 · Papers: 835
X
X. Chris Le
H-index: 79 · Papers: 420
李肯立 cover
李肯立 (Kenli Li)
H-index: 75 · Papers: 941
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