Interface is the key issue to understand the performance of composite materials. In this work, we study the interface between octahydro-1,3,5,7-tetranitro-1,3,5,7-tetrazocine (HMX) and graphite, try to find out its contribution to mixture explosives. The work starts from the force-field derivation. We get ab initio based pair potentials across the interface, and then use them to study the interface structural and mechanical properties. A series of large scale molecular dynamics simulations are performed. The structure evolution, energy variation and elastic/plastic transformation of interface and polycrystal systems are calculated. The desensitizing mechanism of graphite to HMX is discussed.