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It's a little late to be doing the walk of shame, Lindsay!

The 25-year-old actress was snapped heading back to her New York City hotel at 4pm today, and not only did she spend the night at Samantha Ronson's place, but it seems like the recently reunited lovebirds spent all day together too!

The ladies partied it up at Cabin Down Below, and this is the second time in the past week that we've caught them together! But what will happen when they both come back to Los Angeles? We're guessing the 34-year-old DJ will be spending quite a bit of time at Lohan's pad -- er, the Chateau Marmont!