A plea was moved in the Delhi High Court on Monday against the police action on students at the Jamia Millia Islamia University on Sunday night.
A bench of Chief Justice D N Patel and Justice C Hari Shankar declined to list the plea for urgent hearing, saying there was "no urgency in the matter".
The plea sought judicial inquiry into the action taken by the police, including allegedly firing at the students.
It also seeks proper medical treatment and compensation for the injured students.
Protestors torched two police vehicles as they clashed with police in New Friends' Colony near Jamia University during a demonstration against the amended Citizenship Act, leaving six cops and two firemen injured, officials said.
The trouble started during a protest by students of Jamia Millia Islamia. But a students' body later said they had nothing to do with the violence and arson and alleged that "certain elements" had joined in and "disrupted" the demonstration.
Soon after the violence, Jamia Millia Islamia Chief Proctor Waseem Ahmed Khan claimed that the Delhi Police entered the campus forcibly without any permission and beat up staff members and students who were then forced to leave the campus.
Condemning the police action, university Vice-Chancellor Najma Akhtar said students who were inside the library have been taken out and are safe.