Bowen Du

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All published works
Action Title Year Authors
+ Dynamic Graph Representation Learning for Passenger Behavior Prediction 2024 Mingxuan Xie
Tao Zou
Junchen Ye
Bowen Du
Runhe Huang
+ PDF Chat DyGKT: Dynamic Graph Learning for Knowledge Tracing 2024 Ke Cheng
Linzhi Peng
Pengyang Wang
Junchen Ye
Leilei Sun
Bowen Du
+ PDF Chat Co-Neighbor Encoding Schema: A Light-cost Structure Encoding Method for Dynamic Link Prediction 2024 Ke Cheng
Linzhi Peng
Junchen Ye
Leilei Sun
Bowen Du
+ PDF Chat Event-Based Dynamic Graph Representation Learning for Patent Application Trend Prediction 2023 Tao Zou
Le Yu
Leilei Sun
Bowen Du
Deqing Wang
Fuzhen Zhuang
+ PDF Chat Continuous-Time User Preference Modelling for Temporal Sets Prediction 2023 Le Yu
Zihang Liu
Leilei Sun
Bowen Du
Chuanren Liu
Weifeng Lv
+ Continuous-Time Graph Learning for Cascade Popularity Prediction 2023 Xiaodong LĂź
Shuo Ji
Le Yu
Leilei Sun
Bowen Du
Tongyu Zhu
+ PDF Chat PriSTI: A Conditional Diffusion Framework for Spatiotemporal Imputation 2023 Mingzhe Liu
Han Huang
Hao Feng
Leilei Sun
Bowen Du
Yanjie Fu
+ Learning Joint 2D & 3D Diffusion Models for Complete Molecule Generation 2023 Han Huang
Leilei Sun
Bowen Du
Weifeng Lv
+ Continuous-Time Graph Learning for Cascade Popularity Prediction 2023 Xiaodong LĂź
Shuo Ji
Le Yu
Leilei Sun
Bowen Du
Tongyu Zhu
+ Adaptive Taxonomy Learning and Historical Patterns Modelling for Patent Classification 2023 Tao Zou
Le Yu
Leilei Sun
Bowen Du
Deqing Wang
Fuzhen Zhuang
+ Event-based Dynamic Graph Representation Learning for Patent Application Trend Prediction 2023 Tao Zou
Le Yu
Leilei Sun
Bowen Du
Deqing Wang
Fuzhen Zhuang
+ PDF Chat Label-Enhanced Graph Neural Network for Semi-Supervised Node Classification 2022 Le Yu
Leilei Sun
Bowen Du
Tongyu Zhu
Weifeng Lv
+ PDF Chat GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation 2022 Han Huang
Leilei Sun
Bowen Du
Yanjie Fu
Weifeng Lv
+ PDF Chat Heterogeneous Graph Representation Learning with Relation Awareness 2022 Le Yu
Leilei Sun
Bowen Du
Chuanren Liu
Weifeng Lv
Hui Xiong
+ PDF Chat Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data 2021 Xuyan Tan
Yu Wang
Bowen Du
Junchen Ye
Weizhong Chen
Leilei Sun
Liping Li
+ PDF Chat Coupled Layer-wise Graph Convolution for Transportation Demand Prediction 2021 Junchen Ye
Leilei Sun
Bowen Du
Yanjie Fu
Hui Xiong
+ Analysis for full face mechanical behaviors through spatial deduction model with real-time monitoring data 2021 Xuyan Tan
Yu Wang
Bowen Du
Junchen Ye
Weizhong Chen
Leilei Sun
Liping Li
+ PDF Chat Predicting Temporal Sets with Deep Neural Networks 2020 Le Yu
Leilei Sun
Bowen Du
Chuanren Liu
Hui Xiong
Weifeng Lv
+ Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction 2020 Lingbo Liu
Jiajie Zhen
Guanbin Li
Geng Zhan
Zhaocheng He
Bowen Du
Liang Lin
+ Coupled Layer-wise Graph Convolution for Transportation Demand Prediction 2020 Junchen Ye
Leilei Sun
Bowen Du
Yanjie Fu
Hui Xiong
+ Hybrid Micro/Macro Level Convolution for Heterogeneous Graph Learning 2020 Le Yu
Leilei Sun
Bowen Du
Chuanren Liu
Weifeng Lv
Hui Xiong
+ Dynamic Demand Prediction for Expanding Electric Vehicle Sharing Systems 2019 Man Luo
Hongkai Wen
Yi Luo
Bowen Du
Konstantin Klemmer
Hongming Zhu
+ Demand Prediction for Electric Vehicle Sharing 2019 Man Luo
Hongkai Wen
Yi Luo
Bowen Du
Konstantin Klemmer
Hongming Zhu
+ Dynamic Spatial-Temporal Representation Learning for Traffic Flow Prediction 2019 Lingbo Liu
Jiajie Zhen
Guanbin Li
Geng Zhan
Zhaocheng He
Bowen Du
Liang Lin
+ PDF Chat Attentive Crowd Flow Machines 2018 Lingbo Liu
Ruimao Zhang
Jiefeng Peng
Guanbin Li
Bowen Du
Liang Lin
+ Attentive Crowd Flow Machines 2018 Lingbo Liu
Ruimao Zhang
Jiefeng Peng
Guanbin Li
Bowen Du
Liang Lin
+ S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension 2017 Chuanqi Tan
Furu Wei
Nan Yang
Bowen Du
Weifeng Lv
Ming Zhou
+ S-Net: From Answer Extraction to Answer Generation for Machine Reading Comprehension 2017 Chuanqi Tan
Furu Wei
Nan Yang
Bowen Du
Weifeng Lv
Ming Zhou
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Attention Is All You Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
6
+ Diffusion Convolutional Recurrent Neural Network: Data-Driven Traffic Forecasting 2017 Yaguang Li
Rose Yu
Cyrus Shahabi
Yan Liu
6
+ Semi-Supervised Classification with Graph Convolutional Networks 2016 Thomas Kipf
Max Welling
5
+ Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction 2018 Huaxiu Yao
Fei Wu
Jintao Ke
Xianfeng Tang
Yitian Jia
Siyu Lu
Pinghua Gong
Jieping Ye
Zhenhui Li
5
+ PDF Chat Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction 2017 Junbo Zhang
Yu Zheng
Dekang Qi
5
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
5
+ Representation Learning for Dynamic Graphs: A Survey 2019 Seyed Mehran Kazemi
Rishab Goel
Kshitij Jain
Ivan Kobyzev
Akshay Sethi
Peter Forsyth
Pascal Poupart
4
+ How Powerful are Graph Neural Networks? 2018 Keyulu Xu
Weihua Hu
Jure Leskovec
Stefanie Jegelka
4
+ Heterogeneous Graph Transformer 2020 Ziniu Hu
Yuxiao Dong
Kuansan Wang
Yizhou Sun
4
+ PDF Chat Heterogeneous Graph Attention Network 2019 Xiao Wang
Houye Ji
Chuan Shi
Bai Wang
Yanfang Ye
Peng Cui
Philip S. Yu
4
+ Inductive Representation Learning on Large Graphs 2017 William L. Hamilton
Rex Ying
Jure Leskovec
4
+ Graph WaveNet for Deep Spatial-Temporal Graph Modeling 2019 Zonghan Wu
Shirui Pan
Guodong Long
Jing Jiang
Chengqi Zhang
3
+ Modeling Relational Data with Graph Convolutional Networks 2018 Michael Schlichtkrull
Thomas Kipf
Peter Bloem
Rianne van den Berg
Ivan Titov
Max Welling
3
+ PDF Chat Graph Convolutional Neural Networks for Web-Scale Recommender Systems 2018 Rex Ying
Ruining He
Kaifeng Chen
Pong Eksombatchai
William L. Hamilton
Jure Leskovec
3
+ Action Recognition using Visual Attention 2015 Shikhar Sharma
Ryan Kiros
Ruslan Salakhutdinov
3
+ A survey of heterogeneous information network analysis 2016 Chuan Shi
Yitong Li
Jiawei Zhang
Yizhou Sun
Philip S. Yu
3
+ Inductive Representation Learning on Large Graphs 2017 William L. Hamilton
Rex Ying
Jure Leskovec
3
+ Attention is All you Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
3
+ Graph Attention Networks 2017 Petar Veličković
Guillem Cucurull
Arantxa Casanova
Adriana Romero
PĂ­etro LiĂł
Yoshua Bengio
3
+ Temporal Graph Networks for Deep Learning on Dynamic Graphs 2020 Emanuele Rossi
Ben Chamberlain
Fabrizio Frasca
Davide Eynard
Federico Monti
Michael M. Bronstein
3
+ Towards Better Dynamic Graph Learning: New Architecture and Unified Library 2023 Yu Le
Leilei Sun
Bowen Du
Weifeng Lv
3
+ Latent Space Model for Road Networks to Predict Time-Varying Traffic 2016 Dingxiong Deng
Cyrus Shahabi
Ugur Demiryurek
Linhong Zhu
Rose Yu
Yan Liu
3
+ PDF Chat Scalable deep traffic flow neural networks for urban traffic congestion prediction 2017 Mohammadhani Fouladgar
Mostafa Parchami
Ramez Elmasri
Amir Ghaderi
3
+ PDF Chat DeepWalk 2014 Bryan Perozzi
Rami Al‐Rfou
Steven Skiena
3
+ Graph neural networks: A review of methods and applications 2020 Jie Zhou
Ganqu Cui
Shengding Hu
Zhengyan Zhang
Cheng Yang
Zhiyuan Liu
Lifeng Wang
Changcheng Li
Maosong Sun
3
+ Crowd Counting using Deep Recurrent Spatial-Aware Network 2018 Lingbo Liu
Hongjun Wang
Guanbin Li
Wanli Ouyang
Liang Lin
3
+ PDF Chat Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering 2016 Huijuan Xu
Kate Saenko
3
+ PDF Chat Speech recognition with deep recurrent neural networks 2013 Alex Graves
Abdelrahman Mohamed
Geoffrey E. Hinton
3
+ Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering 2016 MichaĂŤl Defferrard
Xavier Bresson
Pierre Vandergheynst
3
+ Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting 2018 Bing Yu
Haoteng Yin
Zhanxing Zhu
3
+ PDF Chat Neural Graph Collaborative Filtering 2019 Xiang Wang
Xiangnan He
Meng Wang
Fuli Feng
Tat‐Seng Chua
3
+ A Comprehensive Survey on Graph Neural Networks 2020 Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
3
+ Deep Unsupervised Learning using Nonequilibrium Thermodynamics 2015 Jascha Sohl‐Dickstein
Eric A. Weiss
Niru Maheswaranathan
Surya Ganguli
2
+ Semi-Supervised Classification with Graph Convolutional Networks 2016 Thomas Kipf
Max Welling
2
+ Spectral Networks and Locally Connected Networks on Graphs 2013 Joan Bruna
Wojciech Zaremba
Arthur Szlam
Yann LeCun
2
+ Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting 2015 Xingjian Shi
Zhourong Chen
Hao Wang
Dit‐Yan Yeung
Wai Kin Wong
Wang‐chun Woo
2
+ PDF Chat Predicting citywide crowd flows using deep spatio-temporal residual networks 2018 Junbo Zhang
Yu Zheng
Dekang Qi
Ruiyuan Li
Xiuwen Yi
Tianrui Li
2
+ PDF Chat Deeper Insights Into Graph Convolutional Networks for Semi-Supervised Learning 2018 Qimai Li
Zhichao Han
Xiao-Ming Wu
2
+ Convolutional Networks on Graphs for Learning Molecular Fingerprints 2015 David Duvenaud
Dougal Maclaurin
Jorge Aguilera‐Iparraguirre
Rafael Gómez‐Bombarelli
Timothy Hirzel
Alán Aspuru‐Guzik
Ryan P. Adams
2
+ Graph Attention Networks 2018 Petar Veličković
Guillem Cucurull
Arantxa Casanova
Adriana Romero
PĂ­etro LiĂł
Yoshua Bengio
2
+ PDF Chat Recurrent Neural Networks for Multivariate Time Series with Missing Values 2018 Zhengping Che
Sanjay Purushotham
Kyunghyun Cho
David Sontag
Yan Liu
2
+ Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning 2016 William Lotter
Gabriel Kreiman
David Cox
2
+ STG2Seq: Spatial-Temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting 2019 Lei Bai
Lina Yao
Salil S. Kanhere
Xianzhi Wang
Quan Z. Sheng
2
+ PDF Chat Adaptive Graph Convolutional Neural Networks 2018 Ruoyu Li
Sheng Wang
Feiyun Zhu
Junzhou Huang
2
+ Visual Analytics of Movement Pattern Based on Time-Spatial Data: A Neural Net Approach 2017 Zhenghao Chen
Jianlong Zhou
Xiuying Wang
2
+ PDF Chat Attention to Scale: Scale-Aware Semantic Image Segmentation 2016 Liang-Chieh Chen
Yi Yang
Jiang Wang
Wei Xu
Alan Yuille
2
+ Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling 2014 Jun‐Young Chung
Çaǧlar Gülçehre
Kyunghyun Cho
Yoshua Bengio
2
+ Heterogeneous Information Network Embedding for Recommendation 2018 Chuan Shi
Binbin Hu
Wayne Xin Zhao
Philip S. Yu
2
+ PDF Chat Short-term forecasting of passenger demand under on-demand ride services: A spatio-temporal deep learning approach 2017 Jintao Ke
Hongyu Zheng
Hai Yang
Xiqun Chen
2
+ Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning 2016 Jiasen Lu
Caiming Xiong
Devi Parikh
Richard Socher
2