Xin Zhang - RankMe

25 papers A* 11A 3Journal 6Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	UniLLM: A Unified Large Language Model for Multi?Modal Urban Dynamics Prediction. KDD (1) Yuhang Liu, Yingxue Zhang, Xin Zhang, Yanhua Li, Jun Luo
2025	—	`conf`	KG-STFT: Knowledge Graph-Guided Human-Generated Spatial-Temporal Cross-task Fine-Tuning. SIGSPATIAL/GIS Mingzhi Hu, Xin Zhang, Yanhua Li, Jun Luo
2025	A*	`conf`	MARCEL: Multifaceted SpAtial-TempoRal ContrastivE Learning for Generic Spatial-Temporal Representations. ICDM Yuhang Liu, Yingxue Zhang, Xin Zhang, Yu Yang, Yanhua Li, Jun Luo
2025	J	`jnl`	Traj-Transformer: Diffusion Models with Transformer for GPS Trajectory Generation. CoRR Zhiyang Zhang, Ningcong Chen, Xin Zhang, Yanhua Li, Shen Su, Hui Lu, Jun Luo
2025	—	`conf`	UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models. KDD (2) Yuhang Liu, Yingxue Zhang, Xin Zhang, Ling Tian, Yanhua Li, Jun Luo
2025	J	`jnl`	UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models. CoRR Yuhang Liu, Yingxue Zhang, Xin Zhang, Ling Tian, Yanhua Li, Jun Luo
2024	A*	`conf`	Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction. ICDM Yuhang Liu, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Sahar Ghanipoor Machiani, Yanhua Li, Jun Luo
2024	J	`jnl`	Moderating the Generalization of Score-based Generative Model. CoRR Wan Jiang, He Wang, Xin Zhang, Dan Guo, Zhaoxin Fan, Yunfeng Diao, Richang Hong
2024	A	`conf`	Only Attending What Matter within Trajectories - SDM Mingzhi Hu, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo
2024	A*	`conf`	Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. KDD Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo
2024	J	`jnl`	Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing. CoRR Xinbo Zhao, Yingxue Zhang, Xin Zhang, Yu Yang, Yiqun Xie, Yanhua Li, Jun Luo
2023	A*	`conf`	CAC: Enabling Customer-Centered Passenger-Seeking for Self-Driving Ride Service with Conservative Actor-Critic. ICDM Palawat Busaranuvong, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
2023	A*	`conf`	Distributional Cloning for Stabilized Imitation Learning via ADMM. ICDM Xin Zhang, Yanhua Li, Ziming Zhang, Christopher G. Brinton, Zhenming Liu, Zhi-Li Zhang
2023	A	`conf`	Domain Disentangled Meta-Learning. SDM Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang
2023	A	`conf`	Learning Lightweight Neural Networks via Channel-Split Recurrent Convolution. WACV Guojun Wu, Xin Zhang, Ziming Zhang, Yanhua Li, Xun Zhou, Christopher G. Brinton, Zhenming Liu
2023	A*	`conf`	ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM. KDD Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
2023	A*	`conf`	Self-supervised Pre-training for Robust and Generic Spatial-Temporal Representations. ICDM Mingzhi Hu, Zhuoyun Zhong, Xin Zhang, Yanhua Li, Yiqun Xie, Xiaowei Jia, Xun Zhou, Jun Luo
2022	J	`jnl`	cGAIL: Conditional Generative Adversarial Imitation Learning - An Application in Taxi Drivers' Strategy Learning. IEEE Trans. Big Data Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
2021	A*	`conf`	DAC-ML: Domain Adaptable Continuous Meta-Learning for Urban Dynamics Prediction. ICDM Xin Zhang, Yanhua Li, Xun Zhou, Oren Mangoubi, Ziming Zhang, Vincent Filardi, Jun Luo
2021	—	`conf`	Imitation Learning From Inconcurrent Multi-Agent Interactions. CDC Xin Zhang, Weixiao Huang, Yanhua Li, Renjie Liao, Ziming Zhang
2021	—	`conf`	Learning Decision Making Strategies of Non-experts: A NEXT-GAIL Model for Taxi Drivers. SIGSPATIAL/GIS Menghai Pan, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
2020	A*	`conf`	TrajGAIL: Trajectory Generative Adversarial Imitation Learning for Long-term Decision Analysis. ICDM Xin Zhang, Yanhua Li, Xun Zhou, Ziming Zhang, Jun Luo
2020	A*	`conf`	f-GAIL: Learning f-Divergence for Generative Adversarial Imitation Learning. NeurIPS Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang
2020	J	`jnl`	f-GAIL: Learning f-Divergence for Generative Adversarial Imitation Learning. CoRR Xin Zhang, Yanhua Li, Ziming Zhang, Zhi-Li Zhang
2019	A*	`conf`	Unveiling Taxi Drivers' Strategies via cGAIL: Conditional Generative Adversarial Imitation Learning. ICDM Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo