Xiaomin Fang

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Topics

Surveillance Cameras

Computer Vision

Traffic Congestion

Top Venues

Briefings Bioinform.

Publications

Xiaomin Fang, Jie Gao, Jing Hu, Lihang Liu, Yang Xue, Xiaonan Zhang, Kunrui Zhu
HelixFold-Multimer: Elevating Protein Complex Structure Prediction to New Heights. CoRR (2024)
Zhiyuan Chen, Tianhao Chen, Chenggang Xie, Yang Xue, Xiaonan Zhang, Jingbo Zhou, Xiaomin Fang
Unifying Sequences, Structures, and Descriptions for Any-to-Any Protein Generation with the Large Multimodal Model HelixProtX. CoRR (2024)
Lihang Liu, Donglong He, Xianbin Ye, Shanzhuo Zhang, Xiaonan Zhang, Jingbo Zhou, Jun Li, Hua Chai, Fan Wang, Jingzhou He, Liang Zheng, Yonghui Li, Xiaomin Fang
Pre-Training on Large-Scale Generated Docking Conformations with HelixDock to Unlock the Potential of Protein-ligand Structure Prediction Models. CoRR (2023)
Lan Yu, Xiao He, Xiaomin Fang, Lihang Liu, Jinfeng Liu
Deep Learning with Geometry-Enhanced Molecular Representation for Augmentation of Large-Scale Docking-Based Virtual Screening. J. Chem. Inf. Model. 63 (21) (2023)
Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Kunrui Zhu, Xiaonan Zhang, Hua Wu, Hui Li, Le Song
A method for multiple-sequence-alignment-free protein structure prediction using a protein language model. Nat. Mac. Intell. 5 (10) (2023)
Jing Hu, Jie Gao, Xiaomin Fang, Zijing Liu, Fan Wang, Weili Huang, Hua Wu, Guodong Zhao
DTSyn: a dual-transformer-based neural network to predict synergistic drug combinations. Briefings Bioinform. 23 (5) (2022)
Jie Gao, Jing Hu, Wanqing Sun, Yili Shen, Xiaonan Zhang, Xiaomin Fang, Fan Wang, Guodong Zhao
TCR: A Transformer Based Deep Network for Predicting Cancer Drugs Response. CoRR (2022)
Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. Bioinform. 38 (13) (2022)
Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CoRR (2022)
Guoxia Wang, Xiaomin Fang, Zhihua Wu, Yiqun Liu, Yang Xue, Yingfei Xiang, Dianhai Yu, Fan Wang, Yanjun Ma
HelixFold: An Efficient Implementation of AlphaFold2 using PaddlePaddle. CoRR (2022)
Shanzhuo Zhang, Zhiyuan Yan, Yueyang Huang, Lihang Liu, Donglong He, Wei Wang, Xiaomin Fang, Xiaonan Zhang, Fan Wang, Hua Wu, Haifeng Wang
HelixADMET: a robust and endpoint extensible ADMET system incorporating self-supervised knowledge transfer. CoRR (2022)
Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang
Geometry-enhanced molecular representation learning for property prediction. Nat. Mach. Intell. 4 (2) (2022)
Guoxia Wang, Zhihua Wu, Xiaomin Fang, Yingfei Xiang, Yiqun Liu, Dianhai Yu, Yanjun Ma
Efficient AlphaFold2 Training using Parallel Evoformer and Branch Parallelism. CoRR (2022)
Lihang Liu, Donglong He, Xiaomin Fang, Shanzhuo Zhang, Fan Wang, Jingzhou He, Hua Wu
GEM-2: Next Generation Molecular Property Prediction Network with Many-body and Full-range Interaction Modeling. CoRR (2022)
Hongyu Luo, Yingfei Xiang, Xiaomin Fang, Wei Li, Fan Wang, Hua Wu, Haifeng Wang
BatchDTA: implicit batch alignment enhances deep learning-based drug-target affinity estimation. Briefings Bioinform. 23 (4) (2022)
Jizhou Huang, Zhengjie Huang, Xiaomin Fang, Shikun Feng, Xuyi Chen, Jiaxiang Liu, Haitao Yuan, Haifeng Wang
DuETA: Traffic Congestion Propagation Pattern Modeling via Efficient Graph Learning for ETA Prediction at Baidu Maps. CIKM (2022)
Zhiyuan Chen, Xiaomin Fang, Zixu Hua, Yueyang Huang, Fan Wang, Hua Wu
HelixMO: Sample-Efficient Molecular Optimization in Scene-Sensitive Latent Space. BIBM (2022)
Xiaomin Fang, Fan Wang, Lihang Liu, Jingzhou He, Dayong Lin, Yingfei Xiang, Xiaonan Zhang, Hua Wu, Hui Li, Le Song
HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative. CoRR (2022)
Yang Xue, Zijing Liu, Xiaomin Fang, Fan Wang
Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction. CoRR (2021)
Xiaomin Fang, Lihang Liu, Jieqiong Lei, Donglong He, Shanzhuo Zhang, Jingbo Zhou, Fan Wang, Hua Wu, Haifeng Wang
ChemRL-GEM: Geometry Enhanced Molecular Representation Learning for Property Prediction. CoRR (2021)
Yang Xue, Zijing Liu, Xiaomin Fang, Fan Wang
Multimodal Pre-Training Model for Sequence-based Prediction of Protein-Protein Interaction. MLBC (2021)
Xiaomin Fang, Jizhou Huang, Fan Wang, Lihang Liu, Yibo Sun, Haifeng Wang
SSML: Self-Supervised Meta-Learner for En Route Travel Time Estimation at Baidu Maps. KDD (2021)
Zhiyuan Chen, Xiaomin Fang, Fan Wang, Xiaotian Fan, Hua Wu, Haifeng Wang
CELLS: Cost-Effective Evolution in Latent Space for Goal-Directed Molecular Generation. CoRR (2021)
Shanzhuo Zhang, Lihang Liu, Sheng Gao, Donglong He, Xiaomin Fang, Weibin Li, Zhengjie Huang, Weiyue Su, Wenjin Wang
LiteGEM: Lite Geometry Enhanced Molecular Representation Learning for Quantum Property Prediction. CoRR (2021)
Xiaomin Fang, Jizhou Huang, Fan Wang, Lingke Zeng, Haijin Liang, Haifeng Wang
ConSTGAT: Contextual Spatial-Temporal Graph Attention Network for Travel Time Estimation at Baidu Maps. KDD (2020)
Fan Wang, Xiaomin Fang, Lihang Liu, Hao Tian, Zhiming Peng
MBCAL: A Simple and Efficient Reinforcement Learning Method for Recommendation Systems. CoRR (2019)
Fan Wang, Xiaomin Fang, Lihang Liu, Yaxue Chen, Jiucheng Tao, Zhiming Peng, Cihang Jin, Hao Tian
Sequential Evaluation and Generation Framework for Combinatorial Recommender System. CoRR (2019)
Yeqi Liu, Yingyi Chen, Xiaomin Fang
A Review of Turbidity Detection Based on Computer Vision. IEEE Access 6 (2018)
Yeqi Liu, Yingyi Chen, HuiHui Yu, Xiaomin Fang, Chuanyang Gong
Real time expert system for anomaly detection of aerators based on computer vision technology and existing surveillance cameras. CoRR (2018)
Xiaomin Fang, Rong Pan, Guoxiang Cao, Xiuqiang He, Wenyuan Dai
Personalized Tag Recommendation through Nonlinear Tensor Factorization Using Gaussian Kernel. AAAI (2015)
Xiaomin Fang, Rong Pan
Fast DTT: a near linear algorithm for decomposing a tensor into factor tensors. KDD (2014)
Sanding Luo, Xiaomin Fang, Cong Zhao, Yisha Luo
Text Line Based Correction of Distorted Document Images. TrustCom (2011)
Yougui Song, Masayuki Torii, Xiaomin Fang, Naoto Ishikawa
Middle Pleistocene Climate Transition: Evidences from Rock Magnetic Record of Chinese Loess-paleosol Sequence. IGARSS (2006)
Kaidao Fu, Xiaomin Fang, Chunhui Song, Qingquan Meng, Yougui Song
The evolution of river topography of Northern Tibet since 8Ma B P. IGARSS (2005)