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Fundamental Problems in Graph Learning: Optimization, Generalization, Privacy, and Model Design

Cong, Weilin

2024

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Predicting Protein–Ligand Docking Structure with Graph Neural Network

Journal of chemical information and modeling, 2022-06, Vol.62 (12), p.2923-2932

2022

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Understanding the Structural Components Behind the Psychological Effects of Autonomous Sensory Meridian Response (ASMR) With Machine Learning and Experimental Methods

Journal of media psychology, 2023-05, Vol.35 (3), p.181-189

2023

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Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2020, p.1393-1403

2020

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Balance of memory footprint and runtime for high-density routing in large-scale FPGAs

2019 IEEE 13th International Conference on ASIC (ASICON), 2019, p.1-4

2019

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FPGA Logic Cell Improvements for Popcount Computation in BNN

2022 IEEE 16th International Conference on Solid-State & Integrated Circuit Technology (ICSICT), 2022, p.1-3

2022

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Encrypted rich-data steganography using generative adversarial networks

Proceedings of the 2nd ACM Workshop on Wireless Security and Machine Learning, 2020, p.55-60

2020

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End-to-End Cascade CNN for Simultaneously Face Detection and Alignment

2017 International Conference on Virtual Reality and Visualization (ICVRV), 2017, p.35-40

2017

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5-Ethynyl-2＇-deoxyuridine as a molecular probe of cell proliferation for high-content siRNA screening assay by ＂click＂ chemistry

Science China. Chemistry, 2011-11, Vol.54 (11), p.1702-1710

2011

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METTL3 involves the progression of osteoarthritis probably by affecting ECM degradation and regulating the inflammatory response

Life sciences (1973), 2021-08, Vol.278, p.119528-119528, Article 119528

2021

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Novel Allosteric Activators for Ferroptosis Regulator Glutathione Peroxidase 4

Journal of medicinal chemistry, 2019-01, Vol.62 (1), p.266-275

2019

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Cartilage-targeting peptide-modified dual-drug delivery nanoplatform with NIR laser response for osteoarthritis therapy

Bioactive materials, 2021-08, Vol.6 (8), p.2372-2389

2021

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Operando formation of highly efficient electrocatalysts induced by heteroatom leaching

Nature communications, 2024-01, Vol.15 (1), p.242-242, Article 242

2024

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Surface Regulation via Carboxylate Polymer for Efficient and Stable CsPbI 2 Br Perovskite Solar Cells

Small (Weinheim an der Bergstrasse, Germany), 2024-10, p.e2407826

2024

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Surface Regulation via Carboxylate Polymer for Efficient and Stable CsPbI2Br Perovskite Solar Cells

Small (Weinheim an der Bergstrasse, Germany), 2024-10, p.e2407826

2024

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pH Variation in the Acidic Electrochemical CO2 Reduction Process

Langmuir, 2024-09, Vol.40 (37), p.19370-19376

2024

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pH Variation in the Acidic Electrochemical CO 2 Reduction Process

Langmuir, 2024-09, Vol.40 (37), p.19370

2024

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MCMT-GAN: Multi-Task Coherent Modality Transferable GAN for 3D Brain Image Synthesis

IEEE transactions on image processing, 2020-01, Vol.PP, p.1-1

2020

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BRD4 has dual effects on the HMGB1 and NF-κB signalling pathways and is a potential therapeutic target for osteoarthritis

Biochimica et biophysica acta. Molecular basis of disease, 2017-12, Vol.1863 (12), p.3001-3015

2017

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Protopine protects chondrocytes from undergoing ferroptosis by activating Nrf2 pathway

Biochemical and biophysical research communications, 2024-05, Vol.710, p.149599, Article 149599

2024

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A highly sensitive and selective immunoassay for the detection of tetrabromobisphenol A in soil and sediment

Analytica chimica acta, 2012-11, Vol.751, p.119-127

2012

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A randomised phase II study of second-line XELIRI regimen versus irinotecan monotherapy in advanced biliary tract cancer patients progressed on gemcitabine and cisplatin

British journal of cancer, 2018-08, Vol.119 (3), p.291-295

2018

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Free‐standing Stanene for High Selectivity of Formate in Electrocatalytic Carbon Dioxide Reduction Reaction

Advanced energy materials, 2024-04, Vol.14 (13), p.n/a

2024

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The role of miR-497-5p in myofibroblast differentiation of LR-MSCs and pulmonary fibrogenesis

Scientific reports, 2017-01, Vol.7 (1), p.40958, Article 40958

2017

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The behavior of chromium and arsenic associated with redox transformation of schwertmannite in AMD environment

Chemosphere (Oxford), 2019-05, Vol.222, p.945-953

2019

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Fundamental Problems in Graph Learning: Optimization, Generalization, Privacy, and Model Design

Predicting Protein–Ligand Docking Structure with Graph Neural Network

Understanding the Structural Components Behind the Psychological Effects of Autonomous Sensory Meridian Response (ASMR) With Machine Learning and Experimental Methods

Minimal Variance Sampling with Provable Guarantees for Fast Training of Graph Neural Networks

Balance of memory footprint and runtime for high-density routing in large-scale FPGAs

FPGA Logic Cell Improvements for Popcount Computation in BNN

Encrypted rich-data steganography using generative adversarial networks

End-to-End Cascade CNN for Simultaneously Face Detection and Alignment

5-Ethynyl-2＇-deoxyuridine as a molecular probe of cell proliferation for high-content siRNA screening assay by ＂click＂ chemistry

METTL3 involves the progression of osteoarthritis probably by affecting ECM degradation and regulating the inflammatory response

Novel Allosteric Activators for Ferroptosis Regulator Glutathione Peroxidase 4

Cartilage-targeting peptide-modified dual-drug delivery nanoplatform with NIR laser response for osteoarthritis therapy

Operando formation of highly efficient electrocatalysts induced by heteroatom leaching

Surface Regulation via Carboxylate Polymer for Efficient and Stable CsPbI 2 Br Perovskite Solar Cells

Surface Regulation via Carboxylate Polymer for Efficient and Stable CsPbI2Br Perovskite Solar Cells

pH Variation in the Acidic Electrochemical CO2 Reduction Process

pH Variation in the Acidic Electrochemical CO 2 Reduction Process

MCMT-GAN: Multi-Task Coherent Modality Transferable GAN for 3D Brain Image Synthesis

BRD4 has dual effects on the HMGB1 and NF-κB signalling pathways and is a potential therapeutic target for osteoarthritis

Protopine protects chondrocytes from undergoing ferroptosis by activating Nrf2 pathway

A highly sensitive and selective immunoassay for the detection of tetrabromobisphenol A in soil and sediment

A randomised phase II study of second-line XELIRI regimen versus irinotecan monotherapy in advanced biliary tract cancer patients progressed on gemcitabine and cisplatin

Free‐standing Stanene for High Selectivity of Formate in Electrocatalytic Carbon Dioxide Reduction Reaction

The role of miR-497-5p in myofibroblast differentiation of LR-MSCs and pulmonary fibrogenesis

The behavior of chromium and arsenic associated with redox transformation of schwertmannite in AMD environment

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