Travis Plummer didn't speak at Tuesday's hearing. The 37-year-old Richmond man had previously pleaded not guilty.
Authorities say Plummer took 23-month-old Te'Myah Layauna Plummer from her mother in Virginia last fall and traveled to New Jersey with the decomposing body wrapped inside a suitcase. The body was found April 11.
A cause of death hasn't been announced.
Authorities believe Plummer left the suitcase in a friend's garage in Jersey City and dumped it near the tracks after police came to the friend's house in March.
The FBI tracked Plummer to San Juan, Puerto Rico, where he was arrested April 19.
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