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Jiancong Xie
Observed name:
Xie, Jiancong
Institutions:
Sun Yat-sen University,
Guangzhou First People's Hospital,
South China University of Technology
Observed institutions:
Sun Yat-sen University,
Guangzhou First People's Hospital,
South China University of Technology
ORCID:
0000-0001-9030-0709
Observed ORCID:
0000-0001-9030-0709
OpenAlex ID:
A5043459237
From intuition to AI: evolution of small molecule representations in drug discovery
2023
·
Miles McGibbon
, Steven Shave
, et al.
·
Briefings in Bioinformatics
·
71
PDF
Selective functionalization of hindered meta-C–H bond of o-alkylaryl ketones promoted by automation and deep learning
2022
·
Jia Qiu
, Jiancong Xie
, et al.
·
Chem
·
31
A variational expectation-maximization framework for balanced multi-scale learning of protein and drug interactions
2024
·
Jiahua Rao
, Jiancong Xie
, et al.
·
Nature Communications
·
26
PDF
Cross‐Modal Graph Contrastive Learning with Cellular Images
2024
·
Shuangjia Zheng
, Jiahua Rao
, et al.
·
Advanced Science
·
24
Self-Supervised Contrastive Molecular Representation Learning with a Chemical Synthesis Knowledge Graph
2024
·
Jiancong Xie
, Yi Wang
, et al.
·
Journal of Chemical Information and Modeling
·
19
A 3D pocket-aware lead optimization model with knowledge guidance and its application for discovery of new glutaminyl cyclase inhibitors
2025
·
Anjie Qiao
, Yuting Chen
, et al.
·
Briefings in Bioinformatics
·
10
PDF
Predicting disease-gene associations through self-supervised mutual infomax graph convolution network
2024
·
Jiancong Xie
, Jiahua Rao
, et al.
·
Computers in Biology and Medicine
·
10
PDF
An interpretable survival model for diffuse large B-cell lymphoma patients using a biologically informed visible neural network
2024
·
Jie Tan
, Jiancong Xie
, et al.
·
Computational and Structural Biotechnology Journal
·
4
PDF
MolRep: A Deep Representation Learning Library for Molecular Property Prediction
2021
·
Jiahua Rao
, Shuangjia Zheng
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
·
4
PDF
Multi-modal Contrastive Learning with Negative Sampling Calibration for Phenotypic Drug Discovery
2025
·
Jiahua Rao
, Hanjing Lin
, et al.
·
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
·
3
Interpretable Drug Response Prediction through Molecule Structure-aware and Knowledge-Guided Visible Neural Network
2024
·
Jiancong Xie
, Zhe Zhang
, et al.
·
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
·
3
PDF
Cell-penetrating peptides-modified nanocarrier for efficient, batch and noninvasive embryonic transfection
2025
·
Yundong Li
, Sheng Huang
, et al.
·
Colloids and Surfaces B Biointerfaces
·
2
Identification and validation of a seven-gene metastasis-associated prognostic model in breast cancer
2026
·
Yuan Yao
, Yunsheng Zheng
, et al.
·
Frontiers in Genetics
·
1
PDF
TripK a : Accurate and Scalable Acid–Base Dissociation Property Prediction via Triplet Interaction Networks and Physical Knowledge
2026
·
Wentao Wei
, Jiahua Rao
, et al.
·
Journal of Chemical Information and Modeling
·
1
De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion
2026
·
Sun, Xichen
, Wei, Wentao
, et al.
·
arXiv (Cornell University)
·
1
PDF
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Graph Neural Networks
2024
·
Rao, Jiahua
, Xie, Jiancong
, et al.
·
arXiv (Cornell University)
·
1
PDF
NoteVQA: Benchmarking VLMs on Real-Life Questions from Human Communities
2026
·
Jiang, Haonan
, Zhan, Guojian
, et al.
·
arXiv (Cornell University)
PDF
DAMPE: Fusing intrinsic and extrinsic information for protein function prediction
2026
·
Runjie Zheng
, Zhen Wang
, et al.
·
Information Fusion
Bridging LLM Reasoning and Chemical Knowledge via an Evolutionary Multi-Agent Framework for Molecular Synthesis
2026
·
Yicong Chen
, Jiahua Rao
, et al.
·
bioRxiv (Cold Spring Harbor Laboratory)
Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction
2026
·
Jiancong Xie
, Wentao Wei
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
PDF
De Novo Molecular Generation from Mass Spectra via Many-Body Enhanced Diffusion
2026
·
Xichen Sun
, Wentao Wei
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
Interpretably Predicting Chemical Perturbation via Biologically Informed Visible Neural Network
2025
·
Wenhao Zhou
, Jiancong Xie
, et al.
·
IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
OIG-Bench: A Multi-Agent Annotated Benchmark for Multimodal One-Image Guides Understanding
2025
·
Xie, Jiancong
, Wang, Wenjin
, et al.
·
arXiv (Cornell University)
PDF
Incorporating Retrieval-based Causal Learning with Information Bottlenecks for Interpretable Molecular Graph Learning
2025
·
Jiahua Rao
, Hanjing Lin
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
PDF
Interpretable Drug Response Prediction through Drug Structure aware Knowledge-Guided Neural Network
2023
·
Jiancong Xie
·
Zenodo (CERN European Organization for Nuclear Research)
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Works count:
26
Citation count:
211
H-index:
7
I10-index:
7
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