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Wei Ma

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An End-to-End Smart Predict-then-Optimize Framework for Vehicle Relocation Problems in Large-Scale Vehicle Crowd Sensing

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Nov 27, 2024
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Can Multimodal Large Language Model Think Analogically?

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Nov 02, 2024
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Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization

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Nov 01, 2024
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Preventing Dimensional Collapse in Self-Supervised Learning via Orthogonality Regularization

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Nov 01, 2024
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Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Composite Spatial Reasoning

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Oct 21, 2024
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Large Language Model-Enhanced Reinforcement Learning for Generic Bus Holding Control Strategies

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Oct 14, 2024
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PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach

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Sep 21, 2024
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Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach

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Aug 30, 2024
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Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning

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Aug 22, 2024
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Channel-Aware Low-Rank Adaptation in Time Series Forecasting

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Jul 24, 2024
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