"I would love to stay with Bolton and sign a long-term deal," Diouf told the clubs official website.
"The Club has made me welcome and I am now playing the best football of my career. My family hope that I do stay with Bolton but we'll have to wait and see.
"Mr Gartside said that a deal can be done with Liverpool and it pleases me that he wants me to say here."