Publications

Publications authored with Fanglan Chen

New! CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning

Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani, Fanglan Chen
In Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (pp 698-710), 08/2023
Citatations: BibTeX

New! TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the Association for Computational Linguistics, (pp 11014-11026), 07/2023
Citatations: BibTeX

New! Automated Urban Planning for Reimagining City Configuration via Adversarial Learning: Quantification, Generation, and Evaluation

Fanglan Chen
In ACM Transactions on Spatial Algorithms and Systems, 9 1: 1-24, 01/2023
Citatations: BibTeX

New! Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the Association for Computational Linguistics, (pp 1987-1997), 07/2022
Citatations: BibTeX

New! Cross-Domain Few-Shot Semantic Segmentation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Proceedings of the European Conference on Computer Vision (ECCV), (pp 73-90), 11/2022
Citatations: BibTeX

New! Detecting anomalous traffic behaviors with seasonal deep Kalman filter graph convolutional neural networks

Yanshen Sun, Yen-Cheng Lu, Kaiqun Fu, Fanglan Chen
In ScienceDirect, 34 8: 4729-4742, 05/2022
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! Sampling-based techniques for designing school boundaries

Naren Ramakrishnan, Subhodip Biswas, Fanglan Chen
In Cornell University, : , 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! Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen
In Cornell University, : , 06/2021
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! Self-Paced Robust Learning for Leveraging Clean Labels in Noisy Data

Xuchao Zhang, Fanglan Chen, Liang Zhao
In Proceedings of the 4th AAAI Conference on Artificial Intelligence, (pp 6853-6860), 04/2020
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! Mitigating Uncertainty in Document Classification

Xuchao Zhang, Fanglan Chen, Naren Ramakrishnan
In Cornell University, : , 07/2019
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! SAFEBIKE: A Bike-sharing Route Recommender with Availability Prediction and Safe Routing

Weisheng Zhong, Fanglan Chen, Kaiqun Fu
In Cornell University, : , 12/2017
Citatations: BibTeX