The purpose of this study is to evaluate the safety, pharmacokinetics (study of what the body does to a drug), and pharmacodynamics (study of what a drug does to the body) of JNJ-42756493, a pan-fibroblast growth factor receptor (FGFR) tyrosine kinase inhibitor, in adult participants with advanced or refractory solid tumors or lymphoma.