P. Jeffrey Brantingham

63 papers A* 2A 4B 9C 1Journal 33Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning dynamics from online-offline systems of LLM agents. CoRR Moyi Tian, George O. Mohler, P. Jeffrey Brantingham, Nancy Rodriguez
2026	J	`jnl`	Modelling the spillover from online engagement to offline protest: stochastic dynamics and mean-field approximations on networks. J. Complex Networks Moyi Tian, P. Jeffrey Brantingham, Nancy Rodriguez
2025	B	`conf`	Effect-prompting shifts the narrative framing of networked interactions. CogSci Hunter Priniski, Bryce Linford, Darren Cao, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu
2025	—	`conf`	Mobile Sensor Placement for the 3-Coverage Problem in Confined Geometries. ICDM (Workshops) Haoyang Lyu, William Chang, Adrien Weihs, Andrea L. Bertozzi, P. Jeffrey Brantingham
2025	J	`jnl`	Modelling the spillover from online engagement to offline protest: stochastic dynamics and mean-field approximations on networks. CoRR Moyi Tian, P. Jeffrey Brantingham, Nancy Rodriguez
2025	J	`jnl`	The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape. ACM Trans. Web Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2024	J	`jnl`	GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling. CoRR Hritik Bansal, Po-Nien Kung, P. Jeffrey Brantingham, Kai-Wei Chang, Nanyun Peng
2024	—	`conf`	Improving Event Definition Following For Zero-Shot Event Detection. ACL (1) Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng
2024	J	`jnl`	Improving Event Definition Following For Zero-Shot Event Detection. CoRR Zefan Cai, Po-Nien Kung, Ashima Suvarna, Mingyu Derek Ma, Hritik Bansal, Baobao Chang, P. Jeffrey Brantingham, Wei Wang, Nanyun Peng
2024	J	`jnl`	Narrative Analysis of True Crime Podcasts With Knowledge Graph-Augmented Large Language Models. CoRR Xinyi Leng, Jason Liang, Jack Mauro, Xu Wang, Andrea L. Bertozzi, James Chapman, Junyuan Lin, Bohan Chen, Chenchen Ye, Temple Daniel, P. Jeffrey Brantingham
2024	B	`conf`	Online network topology shapes personal narratives and hashtag generation. CogSci Hunter Priniski, Bryce Linford, Sai Krishna, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu
2024	J	`jnl`	Online network topology shapes personal narratives and hashtag generation. CoRR J. Hunter Priniski, Bryce Linford, Sai Krishna, Fred Morstatter, P. Jeffrey Brantingham, Hongjing Lu
2024	J	`jnl`	Optimal policy for control of epidemics with constrained time intervals and region-based interactions. Networks Heterog. Media Xia Li, Andrea L. Bertozzi, P. Jeffrey Brantingham, Yevgeniy Vorobeychik
2024	A	`conf`	PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion. CIKM Xiusi Chen, Wei-Yao Wang, Ziniu Hu, David Reynoso, Kun Jin, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang
2024	A*	`conf`	STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models. AAAI Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang
2024	J	`jnl`	Structural Stability of a Family of Spatial Group Formation Games. IEEE Trans. Netw. Sci. Eng. Chenlan Wang, Mehrdad Moharrami, Kun Jin, David Kempe, P. Jeffrey Brantingham, Mingyan Liu
2024	J	`jnl`	The Pulse of Mood Online: Unveiling Emotional Reactions in a Dynamic Social Media Landscape. CoRR Siyi Guo, Zihao He, Ashwin Rao, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2023	B	`conf`	Hate speech and hate crimes: a data-driven study of evolving discourse around marginalized groups. IEEE Big Data Malvina Bozhidarova, Jonathn Chang, Aaishah Ale-rasool, Yuxiang Liu, Chongyao Ma, Andrea L. Bertozzi, P. Jeffrey Brantingham, Junyuan Lin, Sanjukta Krishnagopal
2023	J	`jnl`	Hate speech and hate crimes: a data-driven study of evolving discourse around marginalized groups. CoRR Malvina Bozhidarova, Jonathn Chang, Aaishah Ale-rasool, Yuxiang Liu, Chongyao Ma, Andrea L. Bertozzi, P. Jeffrey Brantingham, Junyuan Lin, Sanjukta Krishnagopal
2023	B	`conf`	Intentional Youth Development Activities and Peer Effects in a Gang Prevention Program. IEEE Big Data Haoran Jia, Haoyu Li, Xinyue Li, Xiaoxian Shen, Yichen Wang, Zichun Liao, Andrea L. Bertozzi, P. Jeffrey Brantingham, Jona Lelmi
2023	B	`conf`	Low-Cost Gunshot Detection System with Localization for Community Based Violence Interruption. DSAA Isaac Manring, James H. Hill, George O. Mohler, P. Jeffrey Brantingham, Thomas Williams, Bruce White
2023	B	`conf`	Measuring Online Emotional Reactions to Events. ASONAM Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2023	J	`jnl`	Measuring Online Emotional Reactions to Offline Events. CoRR Siyi Guo, Zihao He, Ashwin Rao, Eugene Jang, Yuanfeixue Nan, Fred Morstatter, P. Jeffrey Brantingham, Kristina Lerman
2023	J	`jnl`	Professional Basketball Player Behavior Synthesis via Planning with Diffusion. CoRR Xiusi Chen, Wei-Yao Wang, Ziniu Hu, Curtis Chou, Lam Hoang, Kun Jin, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang
2023	J	`jnl`	Rivalries, reputation, retaliation, and repetition: Testing plausible mechanisms for the contagion of violence between street gangs using relational event models. Netw. Sci. Jason Gravel, Matthew Valasik, Joris Mulder, Roger Th. A. J. Leenders, Carter T. Butts, P. Jeffrey Brantingham, George E. Tita
2023	J	`jnl`	STAR: Boosting Low-Resource Event Extraction by Structure-to-Text Data Generation with Large Language Models. CoRR Mingyu Derek Ma, Xiaoxuan Wang, Po-Nien Kung, P. Jeffrey Brantingham, Nanyun Peng, Wei Wang
2022	B	`conf`	Combining Dynamic Mode Decomposition and Difference-in-Differences in an Analysis of At-Risk Youth. IEEE Big Data Marc Andrew Choi, Siyu Huang, Hengyuan Qi, Marco Scialanga, Emerson McMullen, Axel Sanchez Moreno, Yifei Lou, Andrea L. Bertozzi, P. Jeffrey Brantingham
2022	B	`conf`	Knowledge Graphs of the QAnon Twitter Network. IEEE Big Data Clay Adams, Malvina Bozhidarova, James Chen, Andrew Gao, Zhengtong Liu, J. Hunter Priniski, Junyuan Lin, Rishi Sonthalia, Andrea L. Bertozzi, P. Jeffrey Brantingham
2022	A	`conf`	Learning binary multi-scale games on networks. UAI Sixie Yu, P. Jeffrey Brantingham, Matthew Valasik, Yevgeniy Vorobeychik
2022	A	`conf`	ReLiable: Offline Reinforcement Learning for Tactical Strategies in Professional Basketball Games. CIKM Xiusi Chen, Jyun-Yu Jiang, Kun Jin, Yichao Zhou, Mingyan Liu, P. Jeffrey Brantingham, Wei Wang
2021	—	`conf`	An Analysis of COVID-19 Knowledge Graph Construction and Applications. IEEE BigData Dominic Flocco, Bryce Palmer-Toy, Ruixiao Wang, Hongyu Zhu, Rishi Sonthalia, Junyuan Lin, Andrea L. Bertozzi, P. Jeffrey Brantingham
2021	J	`jnl`	An Analysis of COVID-19 Knowledge Graph Construction and Applications. CoRR Dominic Flocco, Bryce Palmer-Toy, Ruixiao Wang, Hongyu Zhu, Rishi Sonthalia, Junyuan Lin, Andrea L. Bertozzi, P. Jeffrey Brantingham
2021	—	`conf`	Mapping Moral Valence of Tweets Following The Killing of George Floyd. ICWSM Workshops J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham
2021	J	`jnl`	Mapping Moral Valence of Tweets Following the Killing of George Floyd. CoRR J. Hunter Priniski, Negar Mokhberian, Bahareh Harandizadeh, Fred Morstatter, Kristina Lerman, Hongjing Lu, P. Jeffrey Brantingham
2021	—	`conf`	Structural Stability of a Family of Group Formation Games. CDC Chenlan Wang, Mehrdad Moharrami, Kun Jin, David Kempe, P. Jeffrey Brantingham, Mingyan Liu
2021	J	`jnl`	Structural Stability of a Family of Group Formation Games. CoRR Chenlan Wang, Mehrdad Moharrami, Kun Jin, David Kempe, P. Jeffrey Brantingham, Mingyan Liu
2020	—	`conf`	Analyzing Effectiveness of Gang Interventions using Koopman Operator Theory. IEEE BigData Sian Wen, Andy Chen, Tanishq Bhatia, Nicholas Liskij, David Hyde, Andrea L. Bertozzi, P. Jeffrey Brantingham
2020	—	`conf`	Building knowledge graphs of homicide investigation chronologies. ICDM (Workshops) Ritika Pandey, P. Jeffrey Brantingham, Craig D. Uchida, George O. Mohler
2020	A*	`conf`	Computing Equilibria in Binary Networked Public Goods Games. AAAI Sixie Yu, Kai Zhou, P. Jeffrey Brantingham, Yevgeniy Vorobeychik
2020	—	`conf`	Dynamic topic modeling of the COVID-19 Twitter narrative among U.S. governors and cabinet executives. ICWSM Workshops Hao Sha, Mohammad Al Hasan, George O. Mohler, P. Jeffrey Brantingham
2020	J	`jnl`	Dynamic topic modeling of the COVID-19 Twitter narrative among U.S. governors and cabinet executives. CoRR Hao Sha, Mohammad Al Hasan, George O. Mohler, P. Jeffrey Brantingham
2020	—	`conf`	Emotion Classification and Textual Clustering Techniques for Gang Intervention Data. IEEE BigData Ruofei Wu, Chenxin Yang, David Hyde, Andrea L. Bertozzi, P. Jeffrey Brantingham
2020	—	`conf`	Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction. IEEE BigData Mariam Alaverdian, William Gilroy, Veronica Kirgios, Xia Li, Carolina Matuk, Daniel McKenzie, Tachin Ruangkriengsin, Andrea L. Bertozzi, P. Jeffrey Brantingham
2020	J	`jnl`	Who killed Lilly Kane? A case study in applying knowledge graphs to crime fiction. CoRR Mariam Alaverdian, William Gilroy, Veronica Kirgios, Xia Li, Carolina Matuk, Daniel McKenzie, Tachin Ruangkriengsin, Andrea L. Bertozzi, P. Jeffrey Brantingham
2019	J	`jnl`	Computing Equilibria in Binary Networked Public Goods Games. CoRR Sixie Yu, Kai Zhou, P. Jeffrey Brantingham, Yevgeniy Vorobeychik
2019	—	`conf`	Mobile Game Theory with Street Gangs. PKDD/ECML Workshops (1) Sarah Cooney, Wendy Gomez, Kai Wang, Jorja Leap, P. Jeffrey Brantingham, Milind Tambe
2019	J	`jnl`	Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction. SIAM J. Math. Data Sci. Baichuan Yuan, Hao Li, Andrea L. Bertozzi, P. Jeffrey Brantingham, Mason A. Porter
2018	B	`conf`	A Penalized Likelihood Method for Balancing Accuracy and Fairness in Predictive Policing. SMC George O. Mohler, Rajeev R. Raje, Jeremy G. Carter, Matthew Valasik, P. Jeffrey Brantingham
2018	J	`jnl`	Graph-Based Deep Modeling and Real Time Forecasting of Sparse Spatio-Temporal Data. CoRR Bao Wang, Xiyang Luo, Fangbo Zhang, Baichuan Yuan, Andrea L. Bertozzi, P. Jeffrey Brantingham
2018	J	`jnl`	Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction. CoRR Baichuan Yuan, Hao Li, Andrea L. Bertozzi, P. Jeffrey Brantingham, Mason A. Porter
2018	C	`conf`	Partially Generative Neural Networks for Gang Crime Classification with Partial Information. AIES Sungyong Seo, Hau Chan, P. Jeffrey Brantingham, Jorja Leap, Phebe Vayanos, Milind Tambe, Yan Liu
2018	—	`conf`	Privacy Preserving, Crowd Sourced Crime Hawkes Processes. SocialSens@IoTDI George O. Mohler, P. Jeffrey Brantingham
2017	J	`jnl`	Crime Topic Modeling. CoRR Da Kuang, P. Jeffrey Brantingham, Andrea L. Bertozzi
2017	J	`jnl`	Deep Learning for Real Time Crime Forecasting. CoRR Bao Wang, Duo Zhang, Duanhao Zhang, P. Jeffrey Brantingham, Andrea L. Bertozzi
2017	J	`jnl`	Deep Learning for Real-Time Crime Forecasting and its Ternarization. CoRR Bao Wang, Penghang Yin, Andrea L. Bertozzi, P. Jeffrey Brantingham, Stanley J. Osher, Jack Xin
2014	—	`conf`	Defending Against Opportunistic Criminals: New Game-Theoretic Frameworks and Algorithms. GameSec Chao Zhang, Albert Xin Jiang, Martin B. Short, P. Jeffrey Brantingham, Milind Tambe
2014	A	`conf`	Towards a game theoretic approach for defending against crime diffusion. AAMAS Chao Zhang, Albert Xin Jiang, Martin B. Short, P. Jeffrey Brantingham, Milind Tambe
2013	J	`jnl`	Community Detection Using Spectral Clustering on Sparse Geosocial Data. SIAM J. Appl. Math. Yves van Gennip, Blake Hunter, Raymond Ahn, Peter Elliott, Kyle Luh, Megan Halvorson, Shannon Reid, Matthew Valasik, James Wo, George E. Tita, Andrea L. Bertozzi, P. Jeffrey Brantingham
2013	J	`jnl`	Latent Point Process Models for Spatial-Temporal Networks CoRR Yoon-Sik Cho, Aram Galstyan, P. Jeffrey Brantingham, George E. Tita
2013	—	`conf`	Modeling Crime Diffusion and Crime Suppression on Transportation Networks: An Initial Report. AAAI Fall Symposia Chao Zhang, Albert Xin Jiang, Martin B. Short, P. Jeffrey Brantingham, Milind Tambe
2012	J	`jnl`	Community detection using spectral clustering on sparse geosocial data CoRR Yves van Gennip, Blake Hunter, Raymond Ahn, Peter Elliott, Kyle Luh, Megan Halvorson, Shannon Reid, Matthew Valasik, James Wo, George E. Tita, Andrea L. Bertozzi, P. Jeffrey Brantingham
2012	J	`jnl`	Nonlinear Dynamics of Crime and Violence in Urban Settings. J. Artif. Soc. Soc. Simul. Maria Fonoberova, Vladimir A. Fonoberov, Igor Mezic, Jadranka Mezic, P. Jeffrey Brantingham
2010	J	`jnl`	Nonlinear Patterns in Urban Crime: Hotspots, Bifurcations, and Suppression. SIAM J. Appl. Dyn. Syst. Martin B. Short, Andrea L. Bertozzi, P. Jeffrey Brantingham