<?xml version="1.0" encoding="UTF-8"?>

<!--XBRL Document Created with the Workiva Platform-->
<!--Copyright 2024 Workiva-->
<!--r:9be27ab9-184b-4c40-9a29-d6f79c647750,g:3fa4c565-9759-40eb-89b9-1bbd528e4b5e-->
<link:linkbase xmlns:link="http://www.xbrl.org/2003/linkbase" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.xbrl.org/2003/linkbase http://www.xbrl.org/2003/xbrl-linkbase-2003-12-31.xsd">
  <link:roleRef roleURI="http://www.bankofhope.com/role/DocumentAndentityInformation" xlink:type="simple" xlink:href="hope-20241028.xsd#DocumentAndentityInformation"/>
  <link:presentationLink xlink:role="http://www.bankofhope.com/role/DocumentAndentityInformation" xlink:type="extended">
    <link:loc xlink:type="locator" xlink:label="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_CoverAbstract"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentType_c593bbe3-27dc-4992-a951-f3f4857554fb" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentType"/>
    <link:presentationArc order="1" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_DocumentType_c593bbe3-27dc-4992-a951-f3f4857554fb" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_DocumentPeriodEndDate_a0169fe7-ae9b-4f66-ae50-f0ad004c6db6" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_DocumentPeriodEndDate"/>
    <link:presentationArc order="2" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_DocumentPeriodEndDate_a0169fe7-ae9b-4f66-ae50-f0ad004c6db6" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityRegistrantName_9bf3130e-4f12-4e22-95ee-e967f7b43745" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityRegistrantName"/>
    <link:presentationArc order="3" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityRegistrantName_9bf3130e-4f12-4e22-95ee-e967f7b43745" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityIncorporationStateCountryCode_acdcf43a-94bb-4a68-9e7b-bc6996fcab5d" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityIncorporationStateCountryCode"/>
    <link:presentationArc order="4" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityIncorporationStateCountryCode_acdcf43a-94bb-4a68-9e7b-bc6996fcab5d" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityFileNumber_d5ddf670-8127-4150-b120-2c550232b36d" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityFileNumber"/>
    <link:presentationArc order="5" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityFileNumber_d5ddf670-8127-4150-b120-2c550232b36d" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityTaxIdentificationNumber_208d1562-aa27-4f00-85dc-38d0bc2c6975" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityTaxIdentificationNumber"/>
    <link:presentationArc order="6" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityTaxIdentificationNumber_208d1562-aa27-4f00-85dc-38d0bc2c6975" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressAddressLine1_554ef542-4108-4e20-a5f1-a30eddec11c0" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressAddressLine1"/>
    <link:presentationArc order="7" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityAddressAddressLine1_554ef542-4108-4e20-a5f1-a30eddec11c0" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressCityOrTown_8ed4c972-f1c6-4779-b1c5-3d4c72784427" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressCityOrTown"/>
    <link:presentationArc order="8" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityAddressCityOrTown_8ed4c972-f1c6-4779-b1c5-3d4c72784427" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressStateOrProvince_4b1a5be9-d26b-48e0-a0f9-f621b4abf268" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressStateOrProvince"/>
    <link:presentationArc order="9" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityAddressStateOrProvince_4b1a5be9-d26b-48e0-a0f9-f621b4abf268" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityAddressPostalZipCode_0e1859ee-ec40-43a6-82e7-3e0c01ed66e2" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityAddressPostalZipCode"/>
    <link:presentationArc order="10" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityAddressPostalZipCode_0e1859ee-ec40-43a6-82e7-3e0c01ed66e2" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_CityAreaCode_9f15b75e-f248-4e6e-b20e-d10328a33f22" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_CityAreaCode"/>
    <link:presentationArc order="11" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_CityAreaCode_9f15b75e-f248-4e6e-b20e-d10328a33f22" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_LocalPhoneNumber_9f728725-88fe-4cdb-ac0d-69631eae8c49" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_LocalPhoneNumber"/>
    <link:presentationArc order="12" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_LocalPhoneNumber_9f728725-88fe-4cdb-ac0d-69631eae8c49" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_WrittenCommunications_af40e406-bfd2-4fa2-8d1e-1b86a57bcf8d" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_WrittenCommunications"/>
    <link:presentationArc order="13" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_WrittenCommunications_af40e406-bfd2-4fa2-8d1e-1b86a57bcf8d" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SolicitingMaterial_4ba0b056-1afa-4909-a25e-ec3744d54b2a" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_SolicitingMaterial"/>
    <link:presentationArc order="14" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_SolicitingMaterial_4ba0b056-1afa-4909-a25e-ec3744d54b2a" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementTenderOffer_a6456138-3bf7-4e2e-9d8a-1f0d8a50781a" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_PreCommencementTenderOffer"/>
    <link:presentationArc order="15" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_PreCommencementTenderOffer_a6456138-3bf7-4e2e-9d8a-1f0d8a50781a" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_PreCommencementIssuerTenderOffer_8d43de84-75eb-41fe-9560-b8a37cf8f936" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_PreCommencementIssuerTenderOffer"/>
    <link:presentationArc order="16" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_PreCommencementIssuerTenderOffer_8d43de84-75eb-41fe-9560-b8a37cf8f936" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_Security12bTitle_e4523f94-b1b8-4ed5-b5ec-8163e6588796" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_Security12bTitle"/>
    <link:presentationArc order="17" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_Security12bTitle_e4523f94-b1b8-4ed5-b5ec-8163e6588796" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_TradingSymbol_2bcb19d7-8bc0-4ddc-a20d-160c1d1e70f2" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_TradingSymbol"/>
    <link:presentationArc order="18" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_TradingSymbol_2bcb19d7-8bc0-4ddc-a20d-160c1d1e70f2" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_SecurityExchangeName_49b5bc91-5e6e-4e9f-b1fb-48d256f32571" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_SecurityExchangeName"/>
    <link:presentationArc order="19" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_SecurityExchangeName_49b5bc91-5e6e-4e9f-b1fb-48d256f32571" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityEmergingGrowthCompany_7d6d1289-61b7-431e-b872-008171e9b282" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityEmergingGrowthCompany"/>
    <link:presentationArc order="20" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityEmergingGrowthCompany_7d6d1289-61b7-431e-b872-008171e9b282" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_EntityCentralIndexKey_ee76b717-4656-4036-8594-d123a7a3dbc5" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_EntityCentralIndexKey"/>
    <link:presentationArc order="21" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_EntityCentralIndexKey_ee76b717-4656-4036-8594-d123a7a3dbc5" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
    <link:loc xlink:type="locator" xlink:label="loc_dei_AmendmentFlag_b270e642-0baa-4023-bbb2-ad6748612985" xlink:href="https://xbrl.sec.gov/dei/2023/dei-2023.xsd#dei_AmendmentFlag"/>
    <link:presentationArc order="22" xlink:arcrole="http://www.xbrl.org/2003/arcrole/parent-child" xlink:from="loc_dei_CoverAbstract_6ac03277-16e0-4545-b21d-6443355dbcf3" xlink:to="loc_dei_AmendmentFlag_b270e642-0baa-4023-bbb2-ad6748612985" xlink:type="arc" preferredLabel="http://www.xbrl.org/2003/role/terseLabel"/>
  </link:presentationLink>
</link:linkbase>
