Jinmeng Rao

According to our database, Jinmeng Rao authored at least 29 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.

Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

CoRR, 2024

Best Practices and Lessons Learned on Synthetic Data for Language Models.

Ruibo Liu, Jerry Wei, Fangyu Liu, Chenglei Si, Yanzhe Zhang, Jinmeng Rao, Steven Zheng, Daiyi Peng, Diyi Yang, Denny Zhou, Andrew M. Dai

CoRR, 2024

Higher Layers Need More LoRA Experts.

Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo Liu, Daiyi Peng, Yawen Zhang, Xiaoyuan Guo, Jie Yang, V. S. Subrahmanian

CoRR, 2024

IM-RAG: Multi-Round Retrieval-Augmented Generation Through Learning Inner Monologues.

Diji Yang, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

SRL: Towards a General-Purpose Framework for Spatial Representation Learning.

Gengchen Mai, Xiaobai Yao, Yiqun Xie, Jinmeng Rao, Hao Li, Qing Zhu, Ziyuan Li, Ni Lao

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

Tackling Vision Language Tasks through Learning Inner Monologues.

Diji Yang, Kezhen Chen, Jinmeng Rao, Xiaoyuan Guo, Yawen Zhang, Jie Yang, Yi Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches.

Jinmeng Rao, Song Gao, Sijia Zhu

Int. J. Geogr. Inf. Sci., December, 2023

Choosing GIS graduate programs from afar: Chinese students' perspectives.

Yikang Wang, Yuhao Kang, Haokun Liu, Ce Hou, Bing Zhou, Shan Ye, Yuyan Liu, Jinmeng Rao, Zhenghao Pei, Xiang Ye, Song Gao

Trans. GIS, April, 2023

Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond.

Zilong Liu, Krzysztof Janowicz, Kitty Currier, Meilin Shi, Jinmeng Rao, Song Gao, Ling Cai, Anita Graser

CoRR, 2023

SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution.

Gengchen Mai, Ni Lao, Weiwei Sun, Yuchi Ma, Jiaming Song, Chenlin Meng, Hongxu Ma, Jinmeng Rao, Ziyuan Li, Stefano Ermon

CoRR, 2023

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models.

Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz

CoRR, 2023

Evaluation and Mitigation of Agnosia in Multimodal Large Language Models.

Jiaying Lu, Jinmeng Rao, Kezhen Chen, Xiaoyuan Guo, Yawen Zhang, Baochen Sun, Carl Yang, Jie Yang

CoRR, 2023

LOWA: Localize Objects in the Wild with Attributes.

Xiaoyuan Guo, Kezhen Chen, Jinmeng Rao, Yawen Zhang, Baochen Sun, Jie Yang

CoRR, 2023

An Interactive Knowledge and Learning Environment in Smart Foodsheds.

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

IEEE Computer Graphics and Applications, 2023

Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models (Vision Paper).

Jinmeng Rao, Song Gao, Gengchen Mai, Krzysztof Janowicz

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows.

Yuxiao Qu, Jinmeng Rao, Song Gao, Qianheng Zhang, Wei-Lun Chao, Yu Su, Michelle Miller, Alfonso Morales, Patrick R. Huber

Proceedings of the 6th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2023

2022

Urban Multiple Route Planning Model Using Dynamic Programming in Reinforcement Learning.

Ningyezi Peng, Yuliang Xi, Jinmeng Rao, Xiangyuan Ma, Fu Ren

IEEE Trans. Intell. Transp. Syst., 2022

STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity.

Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei

Int. J. Geogr. Inf. Sci., 2022

Measuring Network Resilience via Geospatial Knowledge Graph: a Case Study of the US Multi-Commodity Flow Network.

Jinmeng Rao, Song Gao, Michelle Miller, Alfonso Morales

CoRR, 2022

2021

A privacy-preserving framework for location recommendation using decentralized collaborative machine learning.

Jinmeng Rao, Song Gao, Mingxiao Li, Qunying Huang

Trans. GIS, 2021

Spatiotemporal Contrastive Representation Learning for Building Damage Classification.

Bo Peng, Qunying Huang, Jinmeng Rao

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection.

Jinmeng Rao, Song Gao, Yuhao Kang, Qunying Huang

Proceedings of the 11th International Conference on Geographic Information Science, 2021

VTSV: A Privacy-Preserving Vehicle Trajectory Simulation and Visualization Platform Using Deep Reinforcement Learning.

Jinmeng Rao, Song Gao, Xiaojin Zhu

Proceedings of the GeoAI@SIGSPATIAL 2021: Proceedings of the 4th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery, 2021

2020

Assessing multiscale visual appearance characteristics of neighbourhoods using geographically weighted principal component analysis in Shenzhen, China.

Chao Wu, Ningyezi Peng, Xiangyuan Ma, Sheng Li, Jinmeng Rao

Comput. Environ. Urban Syst., 2020

Mapping county-level mobility pattern changes in the United States in response to COVID-19.

Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse

ACM SIGSPATIAL Special, 2020

Multiscale Dynamic Human Mobility Flow Dataset in the U.S. during the COVID-19 Epidemic.

Yuhao Kang, Song Gao, Yunlei Liang, Mingxiao Li, Jinmeng Rao, Jake Kruse

CoRR, 2020

Mobile phone location data reveal the effect and geographic variation of social distancing on the spread of the COVID-19 epidemic.

Song Gao, Jinmeng Rao, Yuhao Kang, Yunlei Liang, Jake Kruse, Doerte Doepfer, Ajay K. Sethi, Juan Francisco Mandujano Reyes, Jonathan Patz, Brian S. Yandell

CoRR, 2020

2019

Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users.

Song Gao, Jinmeng Rao, Xinyi Liu, Yuhao Kang, Qunying Huang, Joseph App

J. Spatial Inf. Sci., 2019

2017

A Mobile Outdoor Augmented Reality Method Combining Deep Learning Object Detection and Spatial Relationships for Geovisualization.

Jinmeng Rao, Yanjun Qiao, Fu Ren, Junxing Wang, Qingyun Du

Sensors, 2017