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Is it possible to reflow the page, at least in simple cases like 2-column documents? That would be awesome for mobile.

That's beyond the scope of pdf2htmlEX.

Indeed, and I hope it stays out of scope forever. The idea of reflow is anathema to the idea of typesetting, as far as I can see.