Step 1: When rogue uses dodge signal and you use yours, use illusionory chains as your first move to push them back
Step 2: By then the Rouge would have gouged you letting your chains reset. If you are unstuned and the Rogue is still invisible try using Time Warp where you are standing. If that doesnt work i suggest you wait till he/she attacks you and you use chains again.
Step 3: Use Rock Storm next time he gets close to you. Depending on the Rogues hp it should be low and you finish him off with a power blast 8)
Ps: Use power blast whenever its availible. Good Luck!
This is mainly what i do to take them down usually 2300-2800hp.