Inclusion Criteria:  Pathologically confirmed CD20+ diffuse large B-cell lymphoma Age range from 18 to 80 years; Eastern Cooperative Oncology Group (ECOG) performance status of 0-1; Expectation survival time over 3 months; According to Lugano 2014, at least one measurable nodular lesion with a length of greater than 15 mm, or extranodal lesion greater than 10 mm, lesion on FDG-PET scan demonstrates uptake); Diffuse large B-cell lymphoma patients failed to first-line rituximab based chemotherapy including anthracycline or anthracycline Patients are allowed to receive palliative radiotherapy, but the last time radiotherapy cannot be within 7 days before the first study drug administration; Adequate organ function Willingness to provide written informed consent.  Exclusion Criteria:  Pregnant or lactating women; Subjects with a history of deep vein thrombosis (DVT) or pulmonary embolism (PE) in the past 12 months; Patients with autoimmune diseases requiring treatment or with a history of syndrome requiring systemic use of steroid immunosuppressive agents, such as hypophysitis, pneumonia, colitis, hepatitis, nephritis, hyperthyroidism, hypothyroidism, etc; Patients received systemic glucocorticoid therapy (excluding nasal spray, inhaled or other topical glucocorticoids) or any other form of immunosuppressive therapy within 7 days prior to the first administration; Uncontrolled heart disease, including unstable angina pectoris, acute myocardial infarction 6 months before randomization, congestive heart failure (NYHA) heart function grade III or IV; or left ventricular ejection fraction of the heart <50% ； Patients are allergic to penpulimab, lenalidomide, CD20 monoclonal antibody and GemOx regimen Patients who have had previous organ transplants (except autologous hematopoietic stem cell transplants); History of other malignancy within the past 5 years (except for 1. basal cell carcinoma of the skin and 2. carcinoma in situ of the cervix and 3. patients who had received treatment for the purpose of cure and had not developed a malignant tumor with a known active disease in the previous 5 years); Those who have had neurotoxicity of grade 3 or above within two weeks before treatment; Severe or uncontrolled infections; Patients with drug abuse, medical, psychological or social conditions that may interfere with the study results or the assessment of the study results; Patients are unsuitable for the enrollment according to investigator's judgement.