Publications

[ AAAI 2021 ] Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications. Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan, Chang-Tien Lu .

[ SIGSPATIAL 2020 ] Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems. Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan, (Best Paper Award) .

[ SIGSPATIAL 2020 ] Graph Convolutional Networks with Kalman Filtering for Traffic Prediction. Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu .

[ EMNLP 2020 ] Towards More Accurate Uncertainty Estimation In Text Classification. Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani, Bei Xiao, ChangTien Lu .

[ AAAI-EAAI 2020 ] Geospatial Clustering for Balanced and Proximal Schools. Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Nathan Self, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan .

[ Preprint 2020 ] Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks. Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen, Chang-Tien Lu .

[ DATE 2020 ] Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning. Zhiqian Chen, Gaurav Kolhe, Setareh Rafatirad, Chang-Tien Lu, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Liang Zhao .

[ Energy Storage Materials 2019 ] Predicting the Hydrogen Release Ability of LiBH4-based Mixtures by Ensemble Machine Learning. Zhao Ding, Zhiqian Chen, Tianyi Ma, Chang-Tien Lu, Wenhui Ma, Leon Shaw .

[ Nature Communications 2019 ] Unsupervised Discovery of Solid-State Lithium Ion Conductors. Ying Zhang, Xingfeng He, Zhiqian Chen, Qiang Bai, Charles A.Roberts, Debasish Banerjee, Tomoya Matsunaga, Yifei Mo, Chen Ling .

[ Nano Materials Science 2019 ] LiBH4 for hydrogen storage - New perspectives. Zhao Ding, Shaoyuan Li, Yang Zhou, Zhiqian Chen, Weijie Yang, Wenhui Ma, Leon Shaw .

[ SIGSPATIAL 2019 ] REGAL: A Regionalization framework for school boundaries. Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Andreea Sistrunk, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan .

[ IJCAI 2019 ] Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks. Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Chang-Tien Lu, Naren Ramakrishnan .

[ ICDM 2018 ] Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator. Zhiqian Chen, Feng Chen, Rongjie Lai, Xuchao Zhang, Chang-Tien Lu .

PDF Code Slides DOI

[ SIGSPATIAL 2018 ] StreetNet: Preference Learning with Convolutional Neural Network on Urban Crime Perception. Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu .

[ Journal of Big Data 2018 ] DIMPL: a distributed in-memory drone flight path builder system. Manu Shukla, Zhiqian Chen, Chang-Tien Lu .

[ IJCAI 2018 ] Distributed self-paced learning in alternating direction method of multipliers. Xuchao Zhang, Liang Zhao, Zhiqian Chen, Chang-Tien Lu .

[ TIST 2018 ] Virtual Metering: An Efficient Water Disaggregation Algorithm via Non-Intrusive Load Monitoring. Bingsheng Wang, Zhiqian Chen, Arnold P. Boedihardjo, Chang-Tien Lu .

[ Big Data 2017 ] Trendi: Tracking Stories in News and Microblogs via Emerging, Evolving and Fading Topics. Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold P. Boedihardjo, Chang-Tien Lu .

[ Big Data 2017 ] TRACES: Generating Twitter Stories via Shared Subspace and Temporal Smoothness. Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu .

[ ICDM 2017 ] Learning to Fuse Music Genres with Generative Adversarial Dual Learning. Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu .

[ IJCAI 2017 ] Multimodal Storytelling via Generative Adversarial Imitation Learning. Zhiqian Chen, Xuchao Zhang, Arnold P. Boedihardjo, Chang-Tien Lu .

[ Big Data 2016 ] Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing. Xuchao Zhang, Zhiqian Chen, Weisheng Zhong, Arnold P. Boedihardjo, Chang-Tien Lu .

[ GISTAM 2015 ] DIFPLL: Distributed drone flight path builder system. (Best student paper). Manu Shukla, Zhiqian Chen, Chang-Tien Lu .

[ ICTAI 2013 ] Detecting Impolite Crawler by Using Time Series Analysis. Zhiqian Chen, Wenya Feng .