Ziqiao Zhang

Orcid: 0000-0002-5968-6444

According to our database1, Ziqiao Zhang authored at least 20 papers between 2011 and 2024.

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Bibliography

2024
Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery?
J. Chem. Inf. Model., 2024

2023
Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction.
Briefings Bioinform., September, 2023

Molecular property prediction by semantic-invariant contrastive learning.
Bioinform., August, 2023

Cooperative Filtering and Parameter Identification for Advection-Diffusion Processes Using a Mobile Sensor Network.
IEEE Trans. Control. Syst. Technol., March, 2023

Distributed cooperative Kalman filter constrained by advection-diffusion equation for mobile sensor networks.
Frontiers Robotics AI, February, 2023

Activity Cliff Prediction: Dataset and Benchmark.
CoRR, 2023

Cognition Difference-Based Dynamic Trust Network for Distributed Bayesian Data Fusion.
IROS, 2023

GEP-DL4Mol: A Novel Molecular Deep-learning Model Optimization Framework for Boosting Molecular Properties Prediction<sup>*</sup>.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Distributed Cooperative Kalman Filter Constrained by Discretized Poisson Equation for Mobile Sensor Networks.
Proceedings of the American Control Conference, 2023

2022
Can Pre-trained Models Really Learn Better Molecular Representations for AI-aided Drug Discovery?
CoRR, 2022

Effective drug-target interaction prediction with mutual interaction neural network.
Bioinform., 2022

Cooperative Filtering and Parameter Estimation for Polynomial PDEs using a Mobile Sensor Network.
Proceedings of the American Control Conference, 2022

2021
FraGAT: a fragment-oriented multi-scale graph attention model for molecular property prediction.
Bioinform., 2021

Evaluating underwater acoustics sensor network based on sparse LMS algorithm driven physical layer.
Proceedings of the WUWNet'21: The 15th International Conference on Underwater Networks & Systems, Shenzhen, Guangdong, China, November 22, 2021

Dissensus Algorithms for Opinion Dynamics on the Sphere.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Master data management for manufacturing big data: a method of evaluation for data network.
World Wide Web, 2020

Level Curve Tracking without Localization Enabled by Recurrent Neural Networks.
Proceedings of the 5th International Conference on Automation, 2020

2019
An LSTM based Kalman Filter for Spatio-temporal Ocean Currents Assimilation.
Proceedings of the WUWNET'19: International Conference on Underwater Networks & Systems, 2019

TOP: Towards Better Toxicity Prediction by Deep Molecular Representation Learning.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2011
A Novel BTEX Gas Sensor Utilizing Cataluminescence on Nanosized Bi4MnO8.
Proceedings of the Second International Conference on Digital Manufacturing and Automation, 2011


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