AEKF-Based 3-D Localization of Road Surface Images with Sparse Low-Accuracy GPS Data. - Diya Li; Yazhe Hu; Tomonari Furukawa (VTC Fall, 2018)

Syntax-aware Multi-task Graph Convolutional Networks for Biomedical Relation Extraction. - Diya Li; Heng Ji (LOUHI@EMNLP, 2019)

Global Vision-Based Reconstruction of Three-Dimensional Road Surfaces Using Adaptive Extended Kalman Filter. - Diya Li; Tomonari Furukawa (ICRA, 2019)

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM. - Diya Li; Lifu Huang; Heng Ji 001; Jiawei Han 001 (NAACL-HLT (1), 2019)

RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning. - Diya Li; Mohammed J. Zaki (KDD, 2020)

Applying Learning and Semantics for Personalized Food Recommendations. - Nidhi Rastogi; Oshani Seneviratne; Dan Gruen; Ching-Hua Chen; Yu Chen 022; Jon Harris; Diya Li; Ananya Subburathinam; Ruisi Jian; Megan Goulet; Yuheng Zhou; Osama Minhas; et al. (ISWC (Demos/Industry), 2020)

Low-cost, bottom-up measures for evaluating search result diversification. - Zhicheng Dou; Xue Yang; Diya Li; Ji-Rong Wen; Tetsuya Sakai (Inf. Retr. J., 2020)

Urban computing cyberinfrastructure: visualizing human sentiment using social media and augmented reality. - Diya Li; Zhe Zhang 001 (ARIC@SIGSPATIAL, 2021)

A time-series clustering algorithm for analyzing the changes of mobility pattern caused by COVID-19. - Ziyi Zhang; Diya Li; Zhe Zhang 001; Nicholas Duffield (HANIMOB@SIGSPATIAL, 2021)

An Al-based Spatial Knowledge Graph for Enhancing Spatial Data and Knowledge Search and Discovery. - Zhe Zhang 001; Zhangyang Wang; Angela Li; Xinyue Ye; E. Lynn Usery; Diya Li (GeoSearch@SIGSPATIAL, 2021)

Nutrition Guided Recipe Search via Pre-trained Recipe Embeddings. - Diya Li; Mohammed J. Zaki; Ching-Hua Chen (ICDE Workshops, 2021)

Feasibility study of urban flood mapping using traffic signs for route optimization. - Bahareh Alizadeh Kharazi; Diya Li; Zhe Zhang 001; Amir H. Behzadan (CoRR, 2021)

Food Knowledge Representation Learning with Adversarial Substitution. - Diya Li; Mohammed J. Zaki (AACL/IJCNLP (1), 2022)

Human-centered flood mapping and intelligent routing through augmenting flood gauge data with crowdsourced street photos. - Bahareh Alizadeh Kharazi; Diya Li; Julia Hillin; Michelle A. Meyer; Courtney M. Thompson; Zhe Zhang 001; Amir H. Behzadan (Adv. Eng. Informatics, 2022)

Incorporating external knowledge into food representation and recommendation - Diya Li (2022)

Is ChatGPT a game changer for geocoding - a benchmark for geocoding address parsing techniques. - Zhengcong Yin; Diya Li; Daniel W. Goldberg (GeoSearch@SIGSPATIAL, 2023)

Location-Aware Social Network Recommendation via Temporal Graph Networks. - Ziyi Zhang; Diya Li; Zhenlei Song; Nick Duffield; Zhe Zhang 001 (LocalRec@SIGSPATIAL, 2023)

Health-guided recipe recommendation over knowledge graphs. - Diya Li; Mohammed J. Zaki; Ching-Hua Chen (J. Web Semant., 2023)

Estimating Agreement by Chance for Sequence Annotation. - Diya Li; Carolyn P. Rosé; Ao Yuan; Chunxiao Zhou (ACL (1), 2024)

Causality-based Big Data Analysis of Information Cascade in Communication Networks. - Yuming Han; Ziyi Zhang; Diya Li; Jianbo Du (GLOBECOM, 2024)

Assessing Urban Safety: A Digital Twin Approach Using Streetview and Large Language Models. - Yuhan Cheng; Zhengcong Yin; Diya Li; Zhuoying Li (VTC Fall, 2024)

Large Language Model-Driven Structured Output: A Comprehensive Benchmark and Spatial Data Generation Framework. - Diya Li; Yue Zhao; Zhifang Wang; Calvin Jung; Zhe Zhang 001 (ISPRS Int. J. Geo Inf., 2024)

Mining Spatiotemporal Mobility Patterns Using Improved Deep Time Series Clustering. - Ziyi Zhang; Diya Li; Zhe Zhang 001; Nick Duffield (ISPRS Int. J. Geo Inf., 2024)

A reinforcement learning-based routing algorithm for large street networks. - Diya Li; Zhe Zhang 001; Bahareh Alizadeh Kharazi; Ziyi Zhang; Nick Duffield; Michelle A. Meyer; Courtney M. Thompson; Huilin Gao; Amir H. Behzadan (Int. J. Geogr. Inf. Sci., 2024)

Automated Clinical Data Extraction with Knowledge Conditioned LLMs. - Diya Li; Asim Kadav; Aijing Gao; Rui Li; Richard Bourgon (COLING (Industry), 2025)

Toward building next-generation Geocoding systems: a systematic review. - Zhengcong Yin; Daniel W. Goldberg; Binbin Lin; Bing Zhou 005; Diya Li; Andong Ma; Ziqian Ming; Heng Cai; Zhe Zhang; Shaohua Wan 001; Shanzhen Gao; Joey Ying Lee; et al. (CoRR, 2025)