There is one "material" hulks cannot beat: darkness.
You can also outrun hulks if you take fleet-footed, quick and padded feet (padded requires mutant background, which is easy mode for unarmed, though). Or just fleet-footed and drugs. Or rollerblades.
Or you can utilize that extra speed hulk has - it can easily outrun all but the fastest zombies.