Publications | Academic

CURe: Conservative Unlearning with Soft-Gating Regularization for Offline Reinforcement Learning

Thu, 15 Oct 2026 14:21:57 +0000

Unlearning Diffusion Policies via Relative Fisher Forgetting

Thu, 08 Oct 2026 14:21:57 +0000

TrajMind: A Unified Large Language Model for Multi-City Trajectory Prediction

Mon, 17 Aug 2026 19:42:35 +0000

Decision Transformers As Zero-Shot Learners via Text-Behavior Alignment

Fri, 08 May 2026 14:21:57 +0000

The Value of Variance: Mitigating Debate Collapse in Multi-Agent Systems via Uncertainty-Driven Policy Optimization

Fri, 08 May 2026 14:16:35 +0000

UniLLM: A Unified Large Language Model for Multi -Modal Urban Dynamics Prediction

Sun, 23 Nov 2025 16:57:02 +0000

MARCEL: Multifaceted Spatial-Temporal Contrastive Learning for Generic Spatial-Temporal Representations

Sun, 23 Nov 2025 16:50:37 +0000

UrbanMind: Urban Dynamics Prediction with Multifaceted Spatial-Temporal Large Language Models

Mon, 09 Jun 2025 19:16:41 +0000

C3-GAN+: Complex-Condition-Controlled Generative Adversarial Networks with Enhanced Embedding

Thu, 12 Dec 2024 18:09:25 +0000

SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting

Mon, 30 Sep 2024 19:29:18 +0000

Align Along Time and Space: A Graph Latent Diffusion Model for Traffic Dynamics Prediction

Sat, 07 Sep 2024 17:26:03 +0000

Urban-Focused Multi-Task Offline Reinforcement Learning with Contrastive Data Sharing

Fri, 17 May 2024 09:44:34 +0000

STM-GAIL: Spatial-Temporal Meta-GAIL for Learning Diverse Human Driving Strategies

Fri, 30 Sep 2022 11:30:00 +0000

Mest-GAN: Cross-City Urban Traffic Estimation with Meta Spatial-Temporal Generative Adversarial Networks

Thu, 01 Sep 2022 12:37:34 +0000

STrans-GAN: Spatially-Transferable Generative Adversarial Networks for Urban Traffic Estimation

Thu, 01 Sep 2022 12:34:24 +0000

C3-GAN: Complex-Condition-Controlled Urban Traffic Estimation though Generative Adversarial Networks

Mon, 30 Aug 2021 00:00:00 +0000

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Urban Traffic Dynamics Prediction---A Continuous Meta-Learning Approach

Sat, 21 Aug 2021 19:31:20 +0000

COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-Temporal Generative Adversarial Networks with Enhanced Features

Sat, 21 Aug 2021 19:17:37 +0000

cST-ML: Continuous Spatial-Temporal Meta-Learning for Traffic Dynamics Prediction

Mon, 31 Aug 2020 19:28:34 +0000

Off-Deployment Traffic Estimation — A Traffic Generative Adversarial Networks Approach

Fri, 28 Aug 2020 19:35:04 +0000

COVID-GAN: Esti-mating Human Mobility Responses to COVID-19 Pandemic through Spatio-Temporal Conditional GenerativeAdversarial Networks

Thu, 27 Aug 2020 19:26:33 +0000

Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks

Wed, 03 Jun 2020 00:00:00 +0000

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TrafficGAN: Off-Deployment Traffic Estimation with Traffic Generative Adversarial Networks

Thu, 01 Aug 2019 19:33:21 +0000