Jinmeng Rao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Trajectory Data

Privacy Protection

Spatial Relations

Top Venues

GeoAI@SIGSPATIAL

Int. J. Geogr. Inf. Sci.

Publications

Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai
Best Practices and Lessons Learned on Synthetic Data for Language Models. CoRR (2024)
Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues. CoRR (2024)
Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
Tackling Vision Language Tasks through Learning Inner Monologues. AAAI (2024)
Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues. SIGIR (2024)
Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo Liu, Daiyi Peng, Yawen Zhang, Xiaoyuan Guo, Jie Yang, V. S. Subrahmanian
Higher Layers Need More LoRA Experts. CoRR (2024)
Jinmeng Rao, Song Gao, Sijia Zhu
CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches. Int. J. Geogr. Inf. Sci. 37 (12) (2023)
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. GeoAI@SIGSPATIAL (2023)
Gengchen Mai, Ni Lao, Weiwei Sun, Yuchi Ma, Jiaming Song, Chenlin Meng, Hongxu Ma, Jinmeng Rao, Ziyuan Li, Stefano Ermon
SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution. CoRR (2023)
Jinmeng Rao, Song Gao, Sijia Zhu
CATS: Conditional Adversarial Trajectory Synthesis for Privacy-Preserving Trajectory Data Publication Using Deep Learning Approaches. CoRR (2023)
Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang
Evaluation and Mitigation of Agnosia in Multimodal Large Language Models. CoRR (2023)
Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao, Yawen Zhang, Baochen Sun, Jie Yang
LOWA: Localize Objects in the Wild with Attributes. CoRR (2023)
Zilong Liu, Krzysztof Janowicz, Kitty Currier, Meilin Shi, Jinmeng Rao, Song Gao, Ling Cai, Anita Graser
Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond. CoRR (2023)
Yikang Wang, Yuhao Kang, Haokun Liu, Ce Hou, Bing Zhou, Shan Ye, Yuyan Liu, Jinmeng Rao, Zhenghao Pei, Xiang Ye, Song Gao
Choosing GIS graduate programs from afar: Chinese students' perspectives. Trans. GIS 27 (2) (2023)
Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber
FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows. CoRR (2023)
Yamei Tu, Xiaoqi Wang, Rui Qiu, Han-Wei Shen, Michelle Miller, Jinmeng Rao, Song Gao, Patrick R. Huber, Allan Hollander, Matthew Lange, Christian Garcia, Joe Stubbs
An Interactive Knowledge and Learning Environment in Smart Foodsheds. IEEE Computer Graphics and Applications 43 (3) (2023)
Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz
Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models (Vision Paper). SIGSPATIAL/GIS (2023)
Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz
Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models. CoRR (2023)
Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang
Tackling Vision Language Tasks Through Learning Inner Monologues. CoRR (2023)
Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei
STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity. CoRR (2022)
Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity. Int. J. Geogr. Inf. Sci. 36 (8) (2022)
Jinmeng Rao, Song Gao, Michelle Miller, Alfonso Morales
Measuring Network Resilience via Geospatial Knowledge Graph: a Case Study of the US Multi-Commodity Flow Network. CoRR (2022)
Ningyezi Peng, Yuliang Xi, Jinmeng Rao, Xiangyuan Ma, Fu Ren
Urban Multiple Route Planning Model Using Dynamic Programming in Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Bo Peng, Qunying Huang, Jinmeng Rao
Spatiotemporal Contrastive Representation Learning for Building Damage Classification. IGARSS (2021)
Jinmeng Rao, Song Gao, Mingxiao Li, Qunying Huang
A privacy-preserving framework for location recommendation using decentralized collaborative machine learning. Trans. GIS 25 (3) (2021)
Jinmeng Rao, Song Gao, Yuhao Kang, Qunying Huang
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection. GIScience (I) (2021)
Jinmeng Rao, Song Gao, Xiaojin Zhu
VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning. GeoAI@SIGSPATIAL (2021)
Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse
Mapping county-level mobility pattern changes in the United States in response to COVID-19. CoRR (2020)
Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse, Doerte Doepfer, Ajay K. Sethi, Juan Francisco Mandujano Reyes, Jonathan Patz, Brian S. Yandell
Mobile phone location data reveal the effect and geographic variation of social distancing on the spread of the COVID-19 epidemic. CoRR (2020)
Yuhao Kang, Song Gao, Yunlei Liang, Mingxiao Li, Jinmeng Rao, Jake Kruse
Multiscale Dynamic Human Mobility Flow Dataset in the U.S. during the COVID-19 Epidemic. CoRR (2020)
Jinmeng Rao, Song Gao, Yuhao Kang, Qunying Huang
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection. CoRR (2020)
Chao Wu, Ningyezi Peng, Xiangyuan Ma, Sheng Li, Jinmeng Rao
Assessing multiscale visual appearance characteristics of neighbourhoods using geographically weighted principal component analysis in Shenzhen, China. Comput. Environ. Urban Syst. 84 (2020)
Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse
Mapping county-level mobility pattern changes in the United States in response to COVID-19. ACM SIGSPATIAL Special 12 (1) (2020)
Song Gao, Jinmeng Rao, Xinyi Liu, Yuhao Kang, Qunying Huang, Joseph App
Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users. J. Spatial Inf. Sci. 19 (2019)
Jinmeng Rao, Yanjun Qiao, Fu Ren, Junxing Wang, Qingyun Du
A Mobile Outdoor Augmented Reality Method Combining Deep Learning Object Detection and Spatial Relationships for Geovisualization. Sensors 17 (9) (2017)