Yafeng Deng

Orcid: 0000-0003-2416-6913

According to our database1, Yafeng Deng authored at least 39 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.



In proceedings 
PhD thesis 


On csauthors.net:


Genetic Algorithm-Based Receptor Ligand: A Genetic Algorithm-Guided Generative Model to Boost the Novelty and Drug-Likeness of Molecules in a Sampling Chemical Space.
J. Chem. Inf. Model., February, 2024

Disjoint Masking With Joint Distillation for Efficient Masked Image Modeling.
IEEE Trans. Multim., 2024

AAVDiff: Experimental Validation of Enhanced Viability and Diversity in Recombinant Adeno-Associated Virus (AAV) Capsids through Diffusion Generation.
CoRR, 2024

From Black Boxes to Actionable Insights: A Perspective on Explainable Artificial Intelligence for Scientific Discovery.
J. Chem. Inf. Model., December, 2023

CODD-Pred: A Web Server for Efficient Target Identification and Bioactivity Prediction of Small Molecules.
J. Chem. Inf. Model., October, 2023

ResGen is a pocket-aware 3D molecular generation model based on parallel multiscale modelling.
Nat. Mac. Intell., September, 2023

ML-PLIC: a web platform for characterizing protein-ligand interactions and developing machine learning-based scoring functions.
Briefings Bioinform., September, 2023

CMGN: a conditional molecular generation net to design target-specific molecules with desired properties.
Briefings Bioinform., July, 2023

Improved GNNs for Log <i>D</i><sub>7.4</sub> Prediction by Transferring Knowledge from Low-Fidelity Data.
J. Chem. Inf. Model., April, 2023

Comprehensive assessment of nine target prediction web services: which should we choose for target fishing?
Briefings Bioinform., March, 2023

PROTAC-DB 2.0: an updated database of PROTACs.
Nucleic Acids Res., January, 2023

Reducing false positive rate of docking-based virtual screening by active learning.
Briefings Bioinform., January, 2023

Efficient and accurate large library ligand docking with KarmaDock.
Nat. Comput. Sci., 2023

Learning on topological surface and geometric structure for 3D molecular generation.
Nat. Comput. Sci., 2023

Infinite Physical Monkey: Do Deep Learning Methods Really Perform Better in Conformation Generation?
CoRR, 2023

Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling.
CoRR, 2023

CCMB: A Large-scale Chinese Cross-modal Benchmark.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

GPMO: Gradient Perturbation-Based Contrastive Learning for Molecule Optimization.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

A Reinforcement Learning Assisted Relative Distance based MAC in Vehicular Networks.
Proceedings of the International Conference on Artificial Intelligence in Information and Communication, 2023

A Novel Deep Reinforcement Learning Based Clustering Scheme for WSN.
Proceedings of the IEEE Global Communications Conference, 2023

ALipSol: An Attention-Driven Mixture-of-Experts Model for Lipophilicity and Solubility Prediction.
J. Chem. Inf. Model., 2022

ReMODE: a deep learning-based web server for target-specific drug design.
J. Cheminformatics, 2022

TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors.
CoRR, 2022

StarGraph: A Coarse-to-Fine Representation Method for Large-Scale Knowledge Graph.
CoRR, 2022

Zero and R2D2: A Large-scale Chinese Cross-modal Benchmark and A Vision-Language Framework.
CoRR, 2022

WaBERT: A Low-resource End-to-end Model for Spoken Language Understanding and Speech-to-BERT Alignment.
CoRR, 2022

Inconsistency-Aware Wavelet Dual-Branch Network for Face Forgery Detection.
IEEE Trans. Biom. Behav. Identity Sci., 2021

The 2nd Anti-UAV Workshop & Challenge: Methods and Results.
CoRR, 2021

Implementing Distributed TDMA Using Relative Distance in Vehicular Networks.
IEEE Trans. Veh. Technol., 2020

Back-off Improvement By Using Q-learning in IEEE 802.11p Vehicular Network.
Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Lightweight Face Recognition Challenge.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Broadcast MAC protocol using relative distance for periodic safety messages in vehicular networks.
Proceedings of the 2018 International Conference on Information Networking, 2018

A throughput aware with collision-free MAC for wireless LANs.
Sci. China Inf. Sci., 2016

Targeting Ultimate Accuracy: Face Recognition via Deep Embedding.
CoRR, 2015

DenseBox: Unifying Landmark Localization with End to End Object Detection.
CoRR, 2015

Extracting Auto-Correlation Feature for License Plate Detection Based on AdaBoost.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2008

A face and fingerprint identity authentication system based on multi-route detection.
Neurocomputing, 2007

Fast Face Detection Integrating Motion Energy into a Cascade-Structured Classifier.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

A Dynamic Face and Fingerprint Fusion System for Identity Authentication.
Proceedings of the Computational Intelligence and Security, International Conference, 2005