Is bank loan asset or liability?

It is actually both. Cash received from a bank loan is debited to the asset Cash, at the same time repayment of that loan is listed in Liabilities as usually a Note Payable.

This means that your Assets increase by the amount of the loan as well as your liabilities, while Owners Equity (stock holder equity) remains unchanged.