This study evaluates safety and efficacy of JNJ-64041757 with nivolumab. The total study duration will be up to 3 years. It will consist of safety run-in and randomized phase which will comprise of Screening phase(Day(D) -28 to D -1),Treatment Phase,End of Adverse Event Evaluation Period(100 D after last dose of nivolumab)and Post-treatment Follow-up Phase(Every 3 Months). The primary hypothesis is that addition of JNJ-640417577 to nivolumab will result in higher objective response rate compared with nivolumab monotherapy in at least one of programmed death receptor ligand 1 subgroups in participants with relapsed or refractory StageIIIB or StageIV adenocarcinoma of lung. The study procedures include blood culture bacterial shedding assessments, pharmacokinetics, immunogenicity, and biomarkers. Safety will be monitored throughout study.