Publications

Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Nathan Self, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan . Geospatial Clustering for Balanced and Proximal Schools. In AAAI-EAAI (to appear), 2020.

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

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

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

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

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

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

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

PDF Code Slides

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

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

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

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

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

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

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

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

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

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

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