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CURe: Conservative Unlearning with Soft-Gating Regularization for Offline Reinforcement Learning
Bijal Bharadva, Manuel Kelly, Yingxue Zhang, Xin Zhang
Unlearning Diffusion Policies via Relative Fisher Forgetting
Manuel Kelly, Yingxue Zhang, Fangzhou Lin, Yanhua Li, Xin Zhang
TrajMind: A Unified Large Language Model for Multi-City Trajectory Prediction
Yuhang Liu, Xinbo Zhao, Xin Zhang, Lei Le, Zhaohan Xi, Yingxue Zhang
Decision Transformers As Zero-Shot Learners via Text-Behavior Alignment
Xin Zhang, Jonathan Martinez, Yanhua Li, Yingxue Zhang
The Value of Variance: Mitigating Debate Collapse in Multi-Agent Systems via Uncertainty-Driven Policy Optimization
Luoxi Tang, Yuqiao Meng, Joseph Costa, Yingxue Zhang, Muchao Ye, Zhaohan Xi
UniLLM: A Unified Large Language Model for Multi -Modal Urban Dynamics Prediction
Yuhang Liu, Yingxue Zhang, Xin Zhang, Yanhua Li, Jun Luo
MARCEL: Multifaceted Spatial-Temporal Contrastive Learning for Generic Spatial-Temporal Representations
Yuhang Liu, Yingxue Zhang, Xin Zhang, Yu Yang, Yanhua Li, Jun Luo
UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models
Yuhang Liu, Yingxue Zhang, Xin Zhang, Yanhua Li, and Jun Luo
C3-GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding
Yingxue Zhang, Yanhua Li, Xun Zhou, Zhenming Liu and Jun Luo
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
Ruohan Li, Yiqun Xie, Xiaowei Jia, Dongdong Wang, Yanhua Li, Yingxue Zhang, Zhihao Wang and Zhili Li