Despite 80º temperatures, Lohan stays bundled up in a scarf, boots and fur. Plus: Ashlee Simpson, Eva Longoria and more

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After her weekend hanging out with John Mayer in New York City, Jessica Simpson returns home to Los Angeles on Tuesday.