Previous exposure to pralatrexate. History of exposure to certain cumulative doses of anthracyclines Participant has prior exposure to any pyrrolobenzodiazopine-containing agent Prior exposure to a bromodomain inhibitor, such as OTX- or CPI-. Prior exposure to a WNT inhibitor More than month of prior hormone exposure or hormone exposure within days of registration; prior enzalutamide, ketoconazole, abiraterone, or TAK prohibited; prior alpha-reductase inhibitors are allowed All pts must be counseled at a minimum of every days about pregnancy precautions and risks of fetal exposure. No prior exposure to immunotherapy agents Prior exposure to isatuximab or participation in clinical studies with isatuximab. Subjects must be willing to avoid extensive sun exposure, phototherapy, and use of a tanning salon during trial participation. Be counseled about pregnancy precautions and risks of fetal exposure and agree to requirements of the Pregnancy Prevention and Risk Management Plan (PPRMP) Concurrent exposure to any commercially available agents known to be active against SMM and MM Prior exposure to ibrutinib or ulocuplumab Prior exposure to CWP. Patients must not have received prior exposure to VX/ Participants who have had prior exposure to ibrutinib prior IMiD exposure Prior exposure to ixazomib; however, prior bortezomib exposure is allowed Prior exposure to Astellas ASP. Willingness to avoid excessive sun exposure and use adequate sunscreen protection if sun exposure is anticipated Exposure to household contacts =< months old or household contact with known immunodeficiency Prior exposure to panitumumab in any setting Prior exposure to immune-mediated therapy No prior treatment with a hypomethylating agent, or previous exposure to DEC-/NY-ESO- fusion protein CDX- (CDX-) Prior exposure to agents targeting IL- or the IL- receptor Prior exposure to a bromodomain inhibitor, such as OTX- or CPI- Exposure to any investigational drug or placebo within weeks of enrollment Subjects must have progression within months of platin exposure during definitive or palliative therapy. Prior and concomitant therapy:\r\n* Prior exposure to any PI kinase inhibitor\r\n* Exposure to chemotherapy, radiotherapy, or immunotherapy within weeks prior to entering the study or lack of recovery from adverse events due to previously administered treatments\r\n* Ongoing chronic pharmacologic immunosuppression, e.g. cyclosporine, or systemic steroids that have not been stabilized to the equivalent of =< mg/day prednisone prior to the start of the study drug\r\n* Other concurrent investigational agents during the study period Exposure to household contacts =< months old or household contact with known immunodeficiency If previously exposed to irradiation, the combined prior and anticipated exposure for Cycle is not expected to exceed organ exposure limits outlined in Table Patients with prior or current history of digoxin exposure Patient with history of prior exposure to decitabine Willingness to avoid excessive sun exposure and use adequate sunscreen protection if sun exposure is anticipated Prior exposure to docetaxel, selinexor, or another selective inhibitor of nuclear transport (SINE) compound All participants who are prescribed lenalidomide or pomalidomide must be counseled at a minimum of every - days about pregnancy precautions and risks of fetal exposure (Cohorts B, C, E, F) Prior exposure to CYP (other than ketoconazole) or PARP inhibitors for prostate cancer; patients with prior exposure to ketoconazole are eligible Exposure to any new immunosuppressive medication in the weeks prior to enrollment For Combination therapy, participant must not have had prior exposure to Rovalpituzumab Tesirine or a pyrrolobenzodiazepine (PBD) based drug. Prior exposure to BP Prior exposure to IACS- or other oxidative phosphorylation inhibitors Willingness to avoid excessive sun exposure and use adequate sunscreen protection if sun exposure is anticipated Patients with exposure to prior immunotherapy are not eligible Prior exposure to a short interspersed element (SINE) compound Prior exposure to BP Has active hepatitis B or C. Patients with serologic evidence of prior exposure are eligible. Previous exposure to toll-like receptor (TLR) agonist therapy Exposure to another CD targeting drug. Any prior to exposure to ruxolitinib Has had prior exposure to tazemetostat or other inhibitor(s) of enhancer of zeste homologue- (EZH) ARM C COHORT : Patients must not have prior cisplatin exposure Patient must not have had prior exposure to gene vector delivery products within months. Exposure to any systemic chemotherapy within days of date of randomization. Exposure to household contacts =< months old or household contact with known immunodeficiency Prior exposure to thiazolidinedione (TZD) therapy in the past months Prior exposure to CMC- within past months Prior therapeutic radiation exposure to tissues for which protocol irradiation is anticipated is an exclusion criterion Exposure to more than one prior anti-tubulin/microtubule agent Had prior exposure to an immuno-oncology or pyrrolobenzodiazepine (PBD)-based drug Previous exposure to vinorelbine (applicable for Cohort triplet combination only) Prior exposure to isatuximab or participated clinical studies with isatuximab. Previous exposure to filgrastim, pegfilgrastim, or other G-CSF products in clinical development within months prior to the administration of study drug. Any prior exposure to HuF?G or other CD targeting agents. Had prior exposure to gene vector delivery products within months Previous selinexor exposure Prior exposure to carboplatin (related to current or past diagnosis) Prior exposure to chemotherapy or radiation for the disease to be treated on this trial not allowed Prior exposure to eribulin mesylate Participant had prior exposure to topotecan, irinotecan or any other topoisomerase I inhibitors. Exposure to household contact with known immunodeficiency Current exposure to household contacts =< months old or household contact with known immunodeficiency Exposure to household contacts =< months old or household contact with a person with known immunodeficiency Patients enrolled to the prior treatment arm of the expansion cohort must have been exposed to a tyrosine kinase inhibitor (TKI) for metastatic disease; exposure to TKI as part of (neo)adjuvant treatment that completed within year of study qualifies as prior exposure as well Prior exposure to ibrutinib or other ITK inhibitors Previous exposure to vandetanib Exposure to household contacts =< months old or household contact with known immunodeficiency Prior non-taxane or platinum containing chemotherapy will be allowed if the prior exposure was at least years ago and the exposure is thought not to potentially interact with the primary outcome of the trial or put the patient at undue risk, and should be reviewed with study principle investigator (PI) on a case by case basis Renal dysfunction for which exposure to cisplatin would be unsafe or require cisplatin dose modification Any IFN- containing agent within weeks prior to screening or any prior exposure to HCV-specific antivirals agent(s), other than NS/A protease inhibitor and sofosbuvir No previous exposure to any formulation of interferon No previous exposure to any formulation of pegylated interferon At the time of tumor recurrence, patients with CIS alone or high-grade Ta/T with CIS should be within months of last exposure to BCG and patients with Ta/T without CIS should be within months of last exposure to BCG Prior exposure to any CSFR pathway inhibitors Has had prior exposure to tazemetostat or other inhibitor(s) of EZH Prior exposure to ibrutinib or to a BCR inhibitor or a BCL- inhibitor. Prior exposure to EGFR inhibitors. Prior exposure to bromodomain (BET) inhibitors Previous exposure to chemotherapy for rectal cancer History of exposure to the cumulative doses of anthracyclines Prior exposure to a BCL- inhibitor (eg, venetoclax/ABT-) Previous single agent exposure to the selected chemotherapy regimen for randomisation. Has had prior exposure to tazemetostat or other inhibitor(s) of enhancer of zeste homolog (EZH) Has had prior exposure to tazemetostat or other inhibitor(s) of enhancer of zeste homologue- (EZH) No prior exposure to immune-mediated therapy, History of prior cumulative exposure to >= mg/m^ cisplatin, area under the curve (AUC) of of carboplatin, or their combined equivalent within one year prior to enrollment Prior exposure to any bromodomain (BET) inhibitors Previous exposure to filgrastim, pegfilgrastim, or other G-CSF products in clinical development within months prior to the administration of study drug Exposure to any IP during the last weeks prior to enrollment. Any prior exposure to neurotoxic chemotherapy Prior exposure to immune-mediated therapy Patient has had any prior intravesical chemotherapy, immunotherapy, or previous exposure to apaziquone. Prior exposure to PM Prior exposure to idelalisib Prior exposure to an immunomodulatory agent (IMiD) Prior therapy must include rituximab and alkylating agents.Prior exposure to idelalisib or other PIK inhibitors is acceptable (except to copanlisib) provided that there is no resistance. Previous exposure to either fluorouracil (-FU) or capecitabine at a systemic dose except for use in concurrent chemoradiation Prior exposure to cardiotoxic agent, such as anthracyclines, within months of enrollment Exposure to any new immunosuppressive medication in the weeks prior to enrollment Post-transplant exposure to any novel immunosuppressive medication (e.g., alemtuzumab) within days prior to enrollment No prior exposure to immune-mediated therapy; No prior exposure to immune-mediated therapy Subjects with any prior exposure to a thrombopoietin-receptor agonist Prior exposure to oprozomib Prior exposure to plerixafor Subject with a history of exposure to enzalutamide. Any previous exposure to a CYP (?-hydroxylase/C,-lyase) inhibitor; Prior exposure to selected immune cell-modulating antibody regimens Subjects with any prior exposure to a thrombopoietin-receptor agonist Prior exposure to systemic intravenously given doxorubicin Prior oprozomib exposure Prior therapy\r\n* Patients with prior exposure to brentuximab vedotin are not eligible; NOTE: prior exposure to gemcitabine is NOT an exclusion criterion\r\n* Patients who have undergone prior autologous or allogeneic SCT are not eligible\r\n* Patients with HL who were stage IA or IIA at initial diagnosis and treated with either radiation alone or < cycles of chemotherapy are not eligible Inability to avoid exposure of skin or eyes to direct sunlight or bright indoor light for at least days Have no prior exposure to cytochrome family (CYP-) (other than ketoconazole) or PARP inhibitors for prostate cancer; patients with prior exposure to ketoconazole are eligible Prior exposure to agents targeting interleukin (IL ) or the IL receptor Previous exposure to hepatitis A or B vaccines History of prior Lupron intolerance; Note: patients ARE eligible if prior or current Lupron exposure Prior exposure to radio- or toxin-immunoconjugates Prior exposure to a selective inhibitors of nuclear export (SINE) compound All subjects must be counseled about pregnancy precautions and risks of fetal exposure. Exposure to household contacts =< months old or household contact with known immunodeficiency Prior exposure to a pyrrolobenzodiazepine or indolinobenzodiazepine based drug. Be counseled about pregnancy precautions and risks of fetal exposure Patients with previous exposure to brentuximab pre-transplant are eligible for the study Prior exposure to dasatinib (> days), Brutons tyrosine kinase inhibitor exposure, or prior chemotherapy for ALL (up to days of steroids are allowed) Previous exposure to PNT. Previous exposure to BTKi therapy and meets at least one of the below criteria: Prior exposure to ibrutinib Insufficient time from last prior regimen or radiation exposure (washout period of weeks) Prior exposure to ibrutinib History of exposure to pseudomonas exotoxin containing molecule Prior exposure to NY-ESO- vaccine. Prior exposure to pralatrexate. Prior exposure to anthracyclines or anthracenediones including doxorubicin, daunorubicin, and mitoxantrone Be counseled about pregnancy precautions and risks of fetal exposure. ARM B ONLY: History of exposure to the following cumulative doses of anthracyclines: Prior exposure to an investigational agent or device within days of signing the ICF. Of note, the subject may participate in observational studies; Exposure to any systemic chemotherapy within days of date of randomization. Prior epirubicin exposure of > mg/m. Exposure to an investigational or marketed agent that can act by EGFR inhibition Exposure to high dose Ara-C within months of enrollment. Prior Exposure to Sotatercept (ACE-) Willingness to avoid excessive sun exposure and use adequate sunscreen protection if sun exposure is anticipated Any prior exposure to gene vector delivery products Patients with previous exposure to trabectedin Part D: Prior exposure to BRAF inhibitors. A washout period of weeks is required for ipilimumab. Agree not to share study medication with another person. All FCBP and male patients must be counseled about pregnancy precautions and risks of fetal exposure. Patients with prior exposure to agents targeting interleukin (IL -) or the IL- receptor are not eligible Prior exposure to radium- Previous exposure to enzalutamide Participants with prior exposure to a pyrrolobenzodiazepine or indolinobenzodiazepine based drug. Additional Exclusion Criteria for the SC- and ABBV- Combination Treatment Regimen: The ability to administer protocol doses of TLI (i.e., , , , or cGy) without exceeding cumulative doses of radiation must be established; for patients with prior radiotherapy exposure, this determination will be made by Dr. Greven (or her designee) using published guidelines for excessive organ exposure; (in rare cases, this may apply to retreatment; if so, all of eligibility requirements must be met again) Subjects who have had previous chemotherapy exposure Prior exposure to neurotoxic chemotherapy Exposure to any new immunosuppressive medication in the weeks prior to enrollment Patients with > hours of direct exposure to outdoor natural light per day by interview with the Study Coordinator Use of oral bisphosphonates with a cumulative exposure of more than year Interested in reducing transfusion exposure Prior exposure to sotatercept Exposure to any new immunosuppressive medication in the weeks prior to enrollment BREAST CANCER SURVIVORS: Has no prior exposure to neurotoxic chemotherapy or radiation treatment; Individuals with a history of natural or artificial sun exposure to the buttocks within days of study participation are not eligible Exposure to cisplatin treatment without intervention Patients with steroid refractory cGVHD cannot have prior exposure to any new immunosuppressive medication in the preceding weeks prior to enrollment Patient has had previous exposure to Folotyn within months of study enrollment Prior exposure to veledimex Subject has had previous radiation exposure of the involved breast Prior exposure to veledimex Exposure to any of the following: Previous exposure to OTL Female participants of childbearing age must not be lactating due to theoretical potential harm to the infant from exposure to radiation Prior exposure to neurotoxic chemotherapy For non-smokers, no significant lifetime exposure to any nicotine-containing product, where significant exposure is defined as daily use of any nicotine-containing product for more than one week or once monthly use for more than months Previous exposure to OTL Participants with prior exposure to a pyrrolobenzodiazepine or indolinobenzodiazepine based drug. Prior exposure to a SINE compound (i.e. an XPO- inhibitor), including selinexor. No prior exposure to immune-mediated therapy excluding therapeutic anticancer vaccines. Prior exposure to CBT- Cancer survivors who have previous exposure to medications or chemotherapy that cause neuropathy are excluded from this study Prior exposure to cisplatin, -fluorouracil, tamoxifen, and/or MEK inhibitors within months of enrollment and/or ethambutol and/or hydroxychloroquine within months. Prior exposure to idelalisib Prior exposure to targeted SYK inhibitors. Previous exposure to OTL