Petitioner not appearing in court and extending dates

One of the property dealer who has share( purchasing part of my uncle property) on our agriculture property has filed a civil suit against me on building my house that I am building home on more than my share. He brought the property to sell it by making plots. He forced me to do the same but I rejected his plan to sell my part of land. To put pressure on us he field a case. Based on his application, court has put a stay on my construction which is already reached to roof level. I won the case in lower court and then he moved to sessions court. Session court again put a stay on construction without hearing any party and now he is not appearing in court. His advocate sometimes appears and gets the dates extended. Till now cases was adjourned 12 times because they did not appear in court for hearing or by going on leave or asking to more time. It is causing huge loss both money wise and reputations as well. What are the next steps you can advise in such situations where the party which filed the case does not appear for the dates and get the new dates to put pressure on me. Can this be overruled by going to high court or any other mean. Thanks you.