Publication Title
231
Particle Swarm Optimization for Calibration in Spatially Explicit Agent-Based Modeling
232
CyberGIS for Scalable Remote Sensing Data Fusion
233
CyberGIS-Cloud: A unified middleware framework for cloud-based geospatial research and education
234
Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation
235
Effects of global shocks on the evolution of an interconnected world
236
When the virtual water runs out: local and global responses to addressing unsustainable groundwater consumption
237
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training
238
Broader applicability of the metacoupling framework than Tobler's first law of geography for global sustainability: A systematic review
240
Leveraging the metacoupling framework for sustainability science and global sustainable development
241
The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study
242
Global drivers of local water stresses and global responses to local water policies in the United States
243
Building cyberinfrastructure for the reuse and reproducibility of complex hydrologic modeling studies
244
Market-Mediated Effects: What Are they? And why are They Important for Geospatial Analysis of Sustainability Policies
245
Cyberinfrastructure for sustainability sciences
246
Patton: Language Model Pretraining on Text-Rich Networks
247
Complex relationships between soybean trade destination and tropical deforestation
248
Text Augmented Open Knowledge Graph Completion via Pre-Trained Language Models
249
On constructing limits-of-acceptability in watershed hydrology using decision trees
250
Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers
251
Heterformer: Transformer-based Deep Node Representation Learning on Heterogeneous Text-Rich Networks
252
Comparing containerization-based approaches for reproducible computational modeling of environmental systems
253
Transboundary flows in the metacoupled Anthropocene: typology, methods, and governance for global sustainability
254
Geospatial Knowledge Hypercube
255
Grasping the Essentials: Tailoring Large Language Models for Zero-Shot Relation Extraction
256
Taxonomy-guided Semantic Indexing for Academic Paper Search
257
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
258
Topic-Oriented Open Relation Extraction with A Priori Seed Generation
259
Telecoupled impacts of the Russia-Ukraine war on global cropland expansion and biodiversity
260
Spatiotemporal Data Augmentation of MODIS‐Landsat Water Bodies Using Adversarial Networks
261
Bridging Text Data and Graph Data: Towards Semantics and Structure-aware Knowledge Discovery
262
SPASTC: a Spatial Partitioning Algorithm for Scalable Travel-time Computation
76 rows
DOI/Link
Author(s)
Insitute
Publication Date
Code
Supplementary Materials (Data, Notebooks, Models)
Keywords
https://doi.org/10.18564/jasss.4796
Alexander Michels, Jeon-Young Kang, Shaowen Wang
I-GUIDE
https://platform.i-guide.io/notebooks/c83255e9-4215-48c5-9f2f-5b9de959e782
Agent-based modeling, particle swarm optimization, calibration, CyberGIS, influenza
https://doi.org/10.1145/3491418.3535145
Fangzheng Lyu, Zijun Yang, Zimo Xiao, Chunyuan Diao, Jinwoo Park, Shaowen Wang
I-GUIDE
Information systems, geographic information systems, applied computing, environmental sciences, CyberGIS, geospatial data science, Machine Learning
https://doi.org/10.1145/3491418.3535148
Furqan Baig, Alexander Michels, Zimo Xiao, Su Yeon Han, Anand Padmanabhan, Zhiyu Li, Shaowen Wang
I-GUIDE
Computer systems organization, cloud computing, information systems, geographic information systems, Cloud-computing, cybergis, science-gateway, middleware
https://doi.org/10.1145/3534678.3539443
Jiaxin Huang, Yu Meng, Jiawei Han
I-GUIDE
https://github.com/teapot123/Fine-Grained-Entity-Typing
Computing methodologies, information extraction, ontology engineering, information systems, language models, Virtual water, sustainability, food security, adaptation, land use, computing methodologies, artificial intelligence, knowledge representation and reasoning, ontology engineering, computing methodologies, artificial intelligence, natural language processing, information extraction, information retrieval, retrieval models and ranking, entity typing, prompt-based learning, few-short learning
https://link.springer.com/article/10.1007/s13280-022-01778-0
Andres Vina, Jianguo Liu
I-GUIDE
Coupled human and natural systems, COVID-19, global interconnectedness, global sustainability, metacoupling
https://doi.org/10.1080/02508060.2023.2131272
Iman Haqiqi, Chris Perry, Thomas Hertel
I-GUIDE
https://platform.i-guide.io/notebooks/46d95375-fad5-49ea-aa03-e67a17579359
https://platform.i-guide.io/datasets/54ef420f-027e-4920-9b5f-73601ce7edd7
Virtual water, sustainbility, food security, adaptation, land use
https://doi.org/10.18653/v1/2023.emnlp-main.780
Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han
I-GUIDE
https://github.com/yzhan238/PIEClass
Computation and Language, Text Classification, Weak Supervision, Pre-Trained Language Model, Prompt-Based Learning
https://doi.org/10.1016/j.geosus.2022.11.003
Nicholas Manning, Yingjie Li, Jianguo Liu
I-GUIDE
https://github.com/nbmanning/mc_tfl
Telecoupling, sustainability, Tobler's first law of geography, systematic review, metacoupling
https://doi.org/10.1093/nsr/nwad090
Jianguo Liu
I-GUIDE
Biodiversity, ecosystem services, human-nature interactions, planetary boundaries, telecoupling, sustainable development, Earth sciences
https://doi.org/10.1145/3543507.3583354
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han
I-GUIDE
https://zenodo.org/records/7611544
Information systems, digital libraries and archives, data mining, world wide web, Scientific literature tagging, metadata, text classification
https://iopscience.iop.org/article/10.1088/1748-9326/acd269
Iman Haqiqi, Laura Bowling, Sadia Jame, Uris Baldos, Jing Liu, Thomas Hertel
I-GUIDE
https://platform.i-guide.io/notebooks/33b02456-f028-4390-a31c-355c1a0ee08b
https://platform.i-guide.io/datasets/eb853cb2-c6d6-4a75-bf3a-5a26c4136c25
Global changes, conservation policy, water stress, sustainable groundwater use, spillover effect
https://doi.org/10.1016/j.envsoft.2023.105689
Iman Maghami, Ashley Van Beusekom, Lauren Hay, Zhiyu Li, Andrew Bennett, YoungDon Choi, Bart Nijssen, Shaowen Wang, David Tarboton, Jonathan Goodall
I-GUIDE
Reproducibility, computational hydrology, Jupyter, HPC, containerization
https://doi.org/10.5703/1288284317682
Iman Haqiqi, Zhan Wang, Srabashi Ray, Uris Baldos, Jing Liu, Thomas Hertel
I-GUIDE
Conservation, natural resources, sustainability policies, market-mediated effects, spillover effects, leakage, unintended consequences
https://doi.org/10.1088/1748-9326/acd9dd
Carol Song, Venkatesh Merwade, Shaowen Wang, Michael Witt, Vipin Kumar, Elena Irwin, Lan Zhao, Amy Walton
I-GUIDE
Cyberinfrastructure, sustainability, multi-scale, global-local-global, fair, sustainable development goals, SDG
https://doi.org/10.18653/v1/2023.acl-long.387
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han
I-GUIDE
https://github.com/PeterGriffinJin/Patton
Computation and Language, Artificial Intelligence, Machine Learning
https://doi.org/10.1038/s41598-023-38405-1
Ramon Felipe Bicudo da Silva, Emilio Moran, James Millington, Andres Vina, Jianguo Liu
I-GUIDE
https://platform.i-guide.io/datasets/bf6225c4-1e3b-4b42-b149-5073918fd9de
Sustainability, Telecoupling, Trade
https://doi.org/10.18653/v1/2023.findings-acl.709
Pengcheng Jiang, Shivam Agarwal, Bowen Jin, Xuan Wang, Jimeng Sun, Jiawei Han
I-GUIDE
https://github.com/pat-jj/TagReal
Computation and Language, Artificial Intelligence, Information Retrieval, Benchmark Dataset, Graphs, Factual Triples
https://doi.org/10.1016/j.advwatres.2023.104486
Abhinav Gupta, Rao Govindaraju, Pin-Ching Li, Venkatesh Merwade
I-GUIDE
https://zenodo.org/record/7697209#.ZAJTxh_MKUk
Hydrological model, uncertainty, Machine Learning, runoff ratio, limits-of-acceptability, model validation
https://doi.org/10.1145/3580305.3599544
Yu Zhang, Bowen Jin, Xiusi Chen, Yanzhen Shen, Yunyi Zhang, Yu Meng, Jiawei Han
I-GUIDE
https://github.com/yuzhimanhua/FUTEX
Information systems, data mining, computing methodologies, classification and regression trees, Multi-label text classification, weak supervision, scientific paper, full text
https://doi.org/10.1145/3580305.3599376
Bowen Jin, Yu Zhang, Qi Zhu, Jiawei Han
I-GUIDE
https://github.com/PeterGriffinJin/Heterformer
Computing methodologies, learning latent representations, information systems, data mining, Text-Rich network, pretraining language model, transformer
https://doi.org/10.1016/j.envsoft.2023.105760
Young-Don Choi, Binata Roy, Jared Nguyen, Raza Ahmad, Iman Maghami, Ayman Nassar, Zhiyu Li, Anthony Castronova, Tanu Malik, Shaowen Wang, Jonathan Goodall
I-GUIDE
https://github.com/UW-Hydro/pysumma/releases/tag/3.0.0
https://www.hydroshare.org/resource/33cfb9622a354442b2b0a869b15ea6b0/
Container technology, cloud computing, reproducibility, cyberinfrastructure, hydrologic modeling, Jupyter notebooks
https://doi.org/10.5751/ES-14351-280319
Yingjie Li, Nan Jia, Xiang Yu, Nicholas Manning, Xin Lan, Jianguo Liu
I-GUIDE
https://github.com/Yingjie4Science/flow-typology
Ecosystem service flows, environmental footprints, international trade, social footprints, socio-environmental interactions, Sustainable Development Goals (SDGs), telecoupling, transboundary rivers
https://doi.org/10.1145/3589132.3625629
Zhaonan Wang, Bowen Jin, Wei Hu, Minhao Jiang, Seungyeon Kang, Zhiyuan Li, Sizhe Zhou, Jiawei Han, Shaowen Wang
I-GUIDE
Information systems, language models, information extraction, clustering and classification, Knowledge hypercube, geographic information retrieval, weakly-supervised text classification
https://doi.org/10.18653/v1/2024.emnlp-main.747
Sizhe Zhou, Yu Meng, Bowen Jin, Jiawei Han
I-GUIDE
https://github.com/KevinSRR/REPaL
Relation extraction, Zero-shot information extraction, Inference efficiency, Learning with less data and smaller model sizes, Data-efficient training, Distillation, Data augmentation, NLP in resource-constrained settings
https://doi.org/10.18653/v1/2024.emnlp-main.407
SeongKu Kang, Yunyi Zhang, Pengcheng Jiang, Dongha Lee, Jiawei Han, Hwanjo Yu
I-GUIDE
Information Retrieval, Artificial Intelligence
https://doi.org/10.18653/v1/2024.emnlp-main.498
Yu Zhang, Xiusi Chen, Bowen Jin, Sheng Wang, Shuiwang Ji, Wei Wang, Jiawei Han
I-GUIDE
LLM, Computation and Language
https://doi.org/10.18653/v1/2024.emnlp-main.766
Linyi Ding, Jinfeng Xiao, Sizhe Zhou, Chaoqi Yang, Jiawei Han
I-GUIDE
https://github.com/d01d01/PriORE.
Relation Extraction, Large Language Models
https://doi.org/10.1038/s41893-024-01292-z
Li Chai, Ao Liu, Xuecao Li, Zhenshan Guo, Wanru He, Jianxi Huang, Tiecheng Bai, Jianguo Liu
I-GUIDE
https://doi.org/10.5281/zenodo.10546479
https://www.gtap.agecon.purdue.edu/databases/
Biodiversity, Environmental impact, Telecoupling, War, Cropland, Trade, Import, Export
https://doi.org/10.1029/2023WR036342
Soukaina Filali Boubrahimi, Ashit Neema, Ayman Nassar, Pouya Hosseinzadeh, Shah Muhammad Hamdi
I-GUIDE
https://sites.google.com/view/hydro-ml/
https://zenodo.org/uploads/10005635
Water management, MODIS (Spectroradiometer), Data augmentation, Generative adversarial networks, Water use, Coastal changes
https://doi.org/10.1145/3616855.3636450
Bowen Jin, Yu Zhang, Sha Li, Jiawei Han
I-GUIDE
https://platform.i-guide.io/datasets/5e9c7566-1be5-49ea-aaec-fa304f401dd2
Computing methodologies, learning latent representations, information systems, data mining, Pretrained language model, graph mining
https://doi.org/10.1080/13658816.2024.2326445
Alexander Michels, Jinwoo Park, Jeon-Young Kang, Shaowen Wang
I-GUIDE
https://platform.i-guide.io/notebooks/b1fa548b-6351-470a-8a14-ef1b27388d56
Accessibility, cyberGIS, parallel computing, spatial domain decomposition