Xin Zhang
Orcid: 0000-0003-0289-1452Affiliations:
- San Diego State University, Department of Computer Science, San Diego, CA, USA
- Worcester Polytechnic Institute, Worcester, MA, USA (PhD)
According to our database1,
Xin Zhang
authored at least 14 papers
between 2019 and 2024.
Collaborative distances:
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Timeline
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Bibliography
2024
Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing.
CoRR, 2024
Only Attending What Matter within Trajectories - <i>Memory-Efficient Trajectory Attention</i>.
Proceedings of the 2024 SIAM International Conference on Data Mining, 2024
2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Self-supervised Pre-training for Robust and Generic Spatial-Temporal Representations.
Proceedings of the IEEE International Conference on Data Mining, 2023
CAC: Enabling Customer-Centered Passenger-Seeking for Self-Driving Ride Service with Conservative Actor-Critic.
Proceedings of the IEEE International Conference on Data Mining, 2023
2022
cGAIL: Conditional Generative Adversarial Imitation Learning - An Application in Taxi Drivers' Strategy Learning.
IEEE Trans. Big Data, 2022
2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Learning Decision Making Strategies of Non-experts: A NEXT-GAIL Model for Taxi Drivers.
Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021
2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
TrajGAIL: Trajectory Generative Adversarial Imitation Learning for Long-term Decision Analysis.
Proceedings of the 20th IEEE International Conference on Data Mining, 2020
2019
Unveiling Taxi Drivers' Strategies via cGAIL: Conditional Generative Adversarial Imitation Learning.
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019