Publications

Publications authored with Zhiqian Chen

New! From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution

Lei Zhang, Zhiqian Chen, Liang Zhao
In Proceedings of the 11th AAAI Conference on Artificial Intelligence, (pp 13111-13112), 06/2022
Citatations: BibTeX

New! Augmentation of Chinese Character Representations with Compositional Graph Learning

Kaiqun Fu, Zhiqian Chen
In Proceedings of the 11th AAAI Conference on Artificial Intelligence, (pp 13075-13076), 06/2022
Citatations: BibTeX

New! Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation

Kaiqun Fu, Zhiqian Chen
In Proceedings of the 11th AAAI Conference on Artificial Intelligence, (pp 13015-13016), 06/2022
Citatations: BibTeX

New! Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives

Fanglan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei, Naren Ramakrishnan
In Proceedings of the 13th AAAI Conference on Artificial Intelligence, (pp 15912-15920), 09/2023
Citatations: BibTeX

New! Memetic Algorithms for Spatial Partitioning Problems

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan
In ACM Transactions on Spatial Algorithms and Systems (TSAS), 9 1: 1-31, 01/2023
Citatations: BibTeX

New! Blocking Influence at Collective Level with Hard Constraints

Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji, Naren Ramakrishnan, Zhiqian Chen
In Proceedings of the 11th AAAI Conference on Artificial Intelligence, (pp 13115-13116), 06/2022
Citatations: BibTeX

New! Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information

Naren Ramakrishnan, Shailik Sarkar, Subhodip Biswas, Fanglan Chen, Zhiqian Chen
In Cornell University, : , 11/2021
Citatations: BibTeX

New! Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks

Zhiqian Chen, Fanglan Chen, Lei Zhang, Taoran Ji, Kaiqun Fu, Liang Zhao, Feng Chen
In Cornell University, : , 07/2021
Citatations: BibTeX

New! Towards More Accurate Uncertainty Estimation In Text Classification

Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani
In Proceedings of the Empirical Methods in Natural Language Processing, (pp 8362–8372),
Citatations: BibTeX

New! Estimating the Circuit De-obfuscation Runtime based on Graph Deep Learning

Zhiqian Chen
In Proceedings of the Automation and Test in Europe Conference and Exhibition, (pp 358-363), 06/2020
Citatations: BibTeX

New! Deep Graph Learning for Circuit Deobfuscation

Zhiqian Chen, Lei Zhang, Liang Zhao
In Frontiers in Big Data, 4 : 1-12, 05/2021
Citatations: BibTeX

New! Graph Convolutional Networks with Kalman Filtering for Traffic Prediction

Fanglan Chen, Zhiqian Chen, Subhodip Biswas, Shuo Lei, Naren Ramakrishnan
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 135-138), 11/2020
Citatations: BibTeX

New! Incorporating domain knowledge into Memetic Algorithms for solving Spatial Optimization problems

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Naren Ramakrishnan
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 25-35), 11/2020
Citatations: BibTeX

New! Geospatial Clustering for Balanced and Proximal Schools

Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Naren Ramakrishnan
In Proceedings of the 9th AAAI Conference on Artificial Intelligence, (pp 13358-13365), 04/2020
Citatations: BibTeX

New! Dynamic Multi-Context Attention Networks for Citation Forecasting of Scientific Publications

Taoran Ji, Nathan Self, Kaiqun Fu, Zhiqian Chen, Naren Ramakrishnan
In Proceedings of the 9th AAAI Conference on Artificial Intelligence, (pp 7953-7960), 05/2021
Citatations: BibTeX

New! Patent Citation Dynamics Modeling via Multi-Attention Recurrent Networks

Taoran Ji, Zhiqian Chen, Nathan Self, Kaiqun Fu, Naren Ramakrishnan
In Cornell University, : , 05/2019
Citatations: BibTeX

New! 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
In Cornell University, : , 06/2020
Citatations: BibTeX

New! REGAL: A Regionalization framework for school boundaries

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Andreea Sistrunk, Nathan Self, Naren Ramakrishnan
In Proceedings of the GIS: Geographic Information Systems, (pp 544-547), 11/2019
Citatations: BibTeX

New! Estimating the Circuit Deobfuscating Runtime based on Graph Deep Learning

Zhiqian Chen, Liang Zhao
In Cornell University, : , 02/2019
Citatations: BibTeX

New! Virtual Metering: An Efficient Water Disaggregation Algorithm via Nonintrusive Load Monitoring

Bingsheng Wang, Zhiqian Chen, Arnold Boediardjo
In ACM Transactions on Intelligent Systems and Technology, 9 4: 1-30, 01/2018
Citatations: BibTeX

New! DIMPL: a distributed in-memory drone flight path builder system

Zhiqian Chen
In Journal of Big Data, 5 24: 1-29, 07/2018
Citatations: BibTeX

New! StreetNet: preference learning with convolutional neural network on urban crime perception

Kaiqun Fu, Zhiqian Chen
In Proceedings of the SIGSPATIAL International Conference on Advances in Geographic Information Systems, (pp 269-278), 11/2018
Citatations: BibTeX

New! Distributed Self-Paced Learning in Alternating Direction Method of Multipliers

Xuchao Zhang, Liang Zhao, Zhiqian Chen
In Proceedings of the International Joint Conference on Artificial Intelligence, (pp 3148-3154),
Citatations: BibTeX

New! Rational Neural Networks for Approximating Jump Discontinuities of Graph Convolution Operator

Zhiqian Chen, Feng Chen, Xuchao Zhang
In Cornell University, : , 08/2018
Citatations: BibTeX

New! Learning to Fuse Music Genres with Generative Adversarial Dual Learning

Zhiqian Chen, Yen-Cheng Lu
In Proceedings of the IEEE International Conference on Data Mining, (pp 817-822), 12/2017
Citatations: BibTeX

New! Multimodal Storytelling via Generative Adversarial Imitation Learning

Zhiqian Chen, Xuchao Zhang, Arnold Boediardjo, Jing Dai
In Cornell University, : , 12/2017
Citatations: BibTeX

New! TRACES: Generating Twitter stories via shared subspace and temporal smoothness

Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold Boediardjo
In Proceedings of the IEEE International Conference on Big Data, (pp 1688-1693), 01/2018
Citatations: BibTeX

New! Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold Boediardjo, Jing Dai
In Proceedings of the IEEE International Conference on Big Data, (pp 1590-1599), 01/2018
Citatations: BibTeX

Storytelling in heterogeneous Twitter entity network based on hierarchical cluster routing

Zhiqian Chen, Weisheng Zhong, Arnold Boediardjo, Chang-Tien Lu
In Proceedings of the IEEE IEEE International Conference on Big Data, (pp ), 12/2016
Citatations: BibTeX