Shichao Liu

27 papers A* 2Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
A pre-trained multi-representation fusion network for molecular property prediction.
Inf. Fusion
Haohui Zhang, Juntong Wu, Shichao Liu, Shen Han
2024 J jnl
Adapting differential molecular representation with hierarchical prompts for multi-label property prediction.
Briefings Bioinform.
Linjia Kang, Songhua Zhou, Shuyan Fang, Shichao Liu
2024 J jnl
Deep learning for drug-drug interaction prediction: A comprehensive review.
Quant. Biol.
Xinyue Li, Zhankun Xiong, Wen Zhang, Shichao Liu
2024 J jnl
DeepCRBP: improved predicting function of circRNA-RBP binding sites with deep feature learning.
Frontiers Comput. Sci.
Zishan Xu, Linlin Song, Shichao Liu, Wen Zhang
2023 J jnl
CCSMP: an efficient closed contiguous sequential pattern mining algorithm with a pattern relation graph.
Appl. Intell.
Haichuan Hu, Jingwei Zhang, Ruiqing Xia, Shichao Liu
2023 J jnl
Enhancing Drug-Drug Interaction Prediction Using Deep Attention Neural Networks.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shichao Liu, Yang Zhang, Yuxin Cui, Yang Qiu, Yifan Deng, Zhongfei Zhang, Wen Zhang
2023 J jnl
HimGNN: a novel hierarchical molecular graph representation learning framework for property prediction.
Briefings Bioinform.
Shen Han, Haitao Fu, Yuyang Wu, Ganglan Zhao, Zhenyu Song, Feng Huang, Zhongfei Zhang, Shichao Liu, Wen Zhang
2023 A* conf
Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction.
AAAI
Zhankun Xiong, Shichao Liu, Feng Huang, Ziyan Wang, Xuan Liu, Zhongfei Zhang, Wen Zhang
2022 J jnl
A Comprehensive Review of Computational Methods For Drug-Drug Interaction Detection.
IEEE ACM Trans. Comput. Biol. Bioinform.
Yang Qiu, Yang Zhang, Yifan Deng, Shichao Liu, Wen Zhang
2022 J jnl
A Multimodal Framework for Improving in Silico Drug Repositioning With the Prior Knowledge From Knowledge Graphs.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhankun Xiong, Feng Huang, Ziyan Wang, Shichao Liu, Wen Zhang
2022 J jnl
EPIHC: Improving Enhancer-Promoter Interaction Prediction by Using Hybrid Features and Communicative Learning.
IEEE ACM Trans. Comput. Biol. Bioinform.
Shuai Liu, Xinran Xu, Zhihao Yang, Xiaohan Zhao, Shichao Liu, Wen Zhang
2022 J jnl
Hierarchical Graph Representation Learning for the Prediction of Drug-Target Binding Affinity.
CoRR
Zhaoyang Chu, Shichao Liu, Wen Zhang
2022 J jnl
Hierarchical graph representation learning for the prediction of drug-target binding affinity.
Inf. Sci.
Zhaoyang Chu, Feng Huang, Haitao Fu, Yuan Quan, Xionghui Zhou, Shichao Liu, Wen Zhang
2022 J jnl
META-DDIE: predicting drug-drug interaction events with few-shot learning.
Briefings Bioinform.
Yifan Deng, Yang Qiu, Xinran Xu, Shichao Liu, Zhongfei Zhang, Shanfeng Zhu, Wen Zhang
2022 J jnl
Multi-way relation-enhanced hypergraph representation learning for anti-cancer drug synergy prediction.
Bioinform.
Xuan Liu, Congzhi Song, Shichao Liu, Menglu Li, Xionghui Zhou, Wen Zhang
2021 J jnl
Attentive preference personalized recommendation with sentence-level explanations.
Neurocomputing
Jin Xie, Fuxi Zhu, Xuefei Li, Sheng Huang, Shichao Liu
2021 A* conf
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction.
IJCAI
Chengshuai Zhao, Shuai Liu, Feng Huang, Shichao Liu, Wen Zhang
2021 J jnl
Identification of Top-K Influencers Based on Upper Confidence Bound and Local Structure.
Big Data Res.
Mohammed Alshahrani, Fuxi Zhu, Soufiana Mekouar, Mohammed Yahya Alghamdi, Shichao Liu
2021 — conf
Predicting Drug-miRNA Resistance with Layer Attention Graph Convolution Network and Multi Channel Feature Extraction.
BIBM
Haorui Wang, Shahanavaj Khan, Shichao Liu, Fang Zheng, Wen Zhang
2021 J jnl
Tensor decomposition with relational constraints for predicting multiple types of microRNA-disease associations.
Briefings Bioinform.
Feng Huang, Xiang Yue, Zhankun Xiong, Zhouxin Yu, Shichao Liu, Wen Zhang
2020 J jnl
A multimodal deep learning framework for predicting drug-drug interaction events.
Bioinform.
Yifan Deng, Xinran Xu, Yang Qiu, Jingbo Xia, Wen Zhang, Shichao Liu
2019 — conf
Detection of Cell Types from Single-cell RNA-seq Data using Similarity via Kernel Preserving Learning Embedding.
BIBM
Zeming Liu, Feng Liu, Chengzhi Hong, Meng Gao, Yi-Ping Phoebe Chen, Shichao Liu, Wen Zhang
2019 — conf
Efficient Network Representations Learning: An Edge-Centric Perspective.
KSEM (2)
Shichao Liu, Shuangfei Zhai, Lida Zhu, Fuxi Zhu, Zhongfei (Mark) Zhang, Wen Zhang
2019 — conf
LncPred-IEL: A Long Non-coding RNA Prediction Method using Iterative Ensemble Learning.
BIBM
Yanzhen Xu, Xiaohan Zhao, Shuai Liu, Shichao Liu, Yanqing Niu, Wen Zhang, Leyi Wei
2019 — conf
LncRNA-miRNA interaction prediction from the heterogeneous network through graph embedding ensemble learning.
BIBM
Shuang Zhou, Xiang Yue, Xinran Xu, Shichao Liu, Wen Zhang, Yanqing Niu
2019 — conf
Structural Network Embedding using Multi-modal Deep Auto-encoders for Predicting Drug-drug Interactions.
BIBM
Shichao Liu, Ziyang Huang, Yang Qiu, Yi-Ping Phoebe Chen, Wen Zhang
2016 J jnl
上下文分解机的自适应更新策略 (Adaptive Parameters Updating Strategy of Context-aware Factorization Machines).
计算机科学
Xing Yao, Fuxi Zhu, Xiaolan Yang, Lin Zheng, Shichao Liu