Παρακολούθηση
Xianyuan Zhan
Xianyuan Zhan
Associate Professor, Institute for AI Industry Research (AIR), Tsinghua University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα air.tsinghua.edu.cn - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Understanding urban human activity and mobility patterns using large-scale location-based data from online social media
S Hasan, X Zhan, SV Ukkusuri
Proceedings of the 2nd ACM SIGKDD international workshop on urban computing, 1-8, 2013
4342013
Urban link travel time estimation using large-scale taxi data with partial information
X Zhan, S Hasan, SV Ukkusuri, C Kamga
Transportation Research Part C: Emerging Technologies 33, 37-49, 2013
2482013
Openchat: Advancing open-source language models with mixed-quality data
G Wang, S Cheng, X Zhan, X Li, S Song, Y Liu
The Twelfth International Conference on Learning Representations (ICLR 2024), 2024
1992024
Citywide traffic volume estimation using trajectory data
X Zhan, Y Zheng, X Yi, SV Ukkusuri
IEEE Transactions on Knowledge and Data Engineering 29 (2), 272-285, 2016
1782016
Lane-based real-time queue length estimation using license plate recognition data
X Zhan, R Li, SV Ukkusuri
Transportation Research Part C: Emerging Technologies 57, 85-102, 2015
1292015
Inferring urban land use using large-scale social media check-in data
X Zhan, SV Ukkusuri, F Zhu
Networks and Spatial Economics 14, 647-667, 2014
1212014
A Graph-Based Approach to Measuring the Efficiency of an Urban Taxi Service System
X Zhan, X Qian, SV Ukkusuri
IEEE Transactions on Intelligent Transportation Systems, 2016
1192016
Use of social media data to explore crisis informatics: Study of 2013 Oklahoma tornado
SV Ukkusuri, X Zhan, AM Sadri, Q Ye
Transportation Research Record 2459 (1), 110-118, 2014
952014
Constraints penalized q-learning for safe offline reinforcement learning
H Xu, X Zhan, X Zhu
Proceedings of the AAAI Conference on Artificial Intelligence 36 (8), 8753-8760, 2022
902022
Offline RL with No OOD Actions: In-Sample Learning via Implicit Value Regularization
H Xu, L Jiang, J Li, Z Yang, Z Wang, VWK Chan, X Zhan
The Eleventh International Conference on Learning Representations (ICLR 2023), 2023
822023
Discriminator-Weighted Offline Imitation Learning from Suboptimal Demonstrations
H Xu, X Zhan, H Yin, H Qin
International Conference on Machine Learning, 24725-24742, 2022
802022
Deepthermal: Combustion optimization for thermal power generating units using offline reinforcement learning
X Zhan, H Xu, Y Zhang, X Zhu, H Yin, Y Zheng
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4680-4688, 2022
792022
A policy-guided imitation approach for offline reinforcement learning
H Xu, L Jiang, J Li, X Zhan
Advances in Neural Information Processing Systems, 2022
682022
Characterizing urban dynamics using large scale taxicab data
X Qian, X Zhan, SV Ukkusuri
Engineering and Applied Sciences Optimization 38, 17-32, 2015
662015
A-rescue: An agent based regional evacuation simulator coupled with user enriched behavior
SV Ukkusuri, S Hasan, B Luong, K Doan, X Zhan, P Murray-Tuite, W Yin
Networks and Spatial Economics 17, 197-223, 2017
632017
Link-based traffic state estimation and prediction for arterial networks using license-plate recognition data
X Zhan, R Li, SV Ukkusuri
Transportation Research Part C: Emerging Technologies 117, 102660, 2020
572020
A Bayesian mixture model for short-term average link travel time estimation using large-scale limited information trip-based data
X Zhan, SV Ukkusuri, C Yang
Automation in construction 72, 237-246, 2016
552016
An efficient parallel sampling technique for Multivariate Poisson-Lognormal model: Analysis with two crash count datasets
X Zhan, HMA Aziz, SV Ukkusuri
Analytic methods in accident research 8, 45-60, 2015
532015
Speed profile estimation using license plate recognition data
B Mo, R Li, X Zhan
Transportation research part C: emerging technologies 82, 358-378, 2017
512017
When to trust your simulator: Dynamics-aware hybrid offline-and-online reinforcement learning
H Niu, S Sharma, Y Qiu, M Li, G Zhou, J Hu, X Zhan
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
462022
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