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Loans Receivable and Allowance for Credit Losses - Summary of Activities in Allowance for Loan Losses (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2023
Dec. 31, 2022
Dec. 31, 2021
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   $ 595,645  
Allowance for loan losses, balance at the beginning of the period $ 595,645 541,579 $ 619,983
Provision for (reversal of) credit losses 113,571 74,767 (28,954)
Gross charge-offs (54,372) (37,920) (66,592)
Gross recoveries 8,118 19,461 16,614
Total net (charge-offs) recoveries (46,254) (18,459) (49,978)
Foreign currency translation adjustment (247) (2,242) 528
Allowance for loan losses, balance at the end of the period 668,743 595,645 541,579
Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   6,028  
Allowance for loan losses, balance at the beginning of the period (6,000)    
Allowance for loan losses, balance at the end of the period   (6,000)  
Commercial Lending | C&I      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   371,700  
Allowance for loan losses, balance at the beginning of the period 371,700 338,252 398,040
Provision for (reversal of) credit losses 45,319 37,604 (39,732)
Gross charge-offs (36,573) (18,738) (32,490)
Gross recoveries 6,803 16,824 11,906
Total net (charge-offs) recoveries (29,770) (1,914) (20,584)
Foreign currency translation adjustment (247) (2,242) 528
Allowance for loan losses, balance at the end of the period 392,685 371,700 338,252
Commercial Lending | C&I | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   5,683  
Commercial Lending | CRE      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   149,864  
Allowance for loan losses, balance at the beginning of the period 149,864 150,940 163,791
Provision for (reversal of) credit losses 27,007 8,212 14,282
Gross charge-offs (7,048) (10,871) (28,430)
Gross recoveries 432 1,583 1,297
Total net (charge-offs) recoveries (6,616) (9,288) (27,133)
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period 170,592 149,864 150,940
Commercial Lending | CRE | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   337  
Commercial Lending | Residential loan | Multifamily Residential      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   23,373  
Allowance for loan losses, balance at the beginning of the period 23,373 14,400 27,573
Provision for (reversal of) credit losses 10,454 15,651 (15,076)
Gross charge-offs (3) (7,237) (130)
Gross recoveries 545 559 2,033
Total net (charge-offs) recoveries 542 (6,678) 1,903
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period 34,375 23,373 14,400
Commercial Lending | Residential loan | Multifamily Residential | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   6  
Commercial Lending | Construction and land      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   9,109  
Allowance for loan losses, balance at the beginning of the period 9,109 15,468 10,239
Provision for (reversal of) credit losses 11,537 (6,433) 7,576
Gross charge-offs (10,413) 0 (2,954)
Gross recoveries 236 74 607
Total net (charge-offs) recoveries (10,177) 74 (2,347)
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period 10,469 9,109 15,468
Commercial Lending | Construction and land | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   0  
Consumer Lending | Residential loan | Single-Family Residential      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   35,564  
Allowance for loan losses, balance at the beginning of the period 35,564 17,160 15,520
Provision for (reversal of) credit losses 19,384 18,867 1,965
Gross charge-offs 0 (775) (1,046)
Gross recoveries 69 312 721
Total net (charge-offs) recoveries 69 (463) (325)
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period 55,018 35,564 17,160
Consumer Lending | Residential loan | Single-Family Residential | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   1  
Consumer Lending | HELOCs      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   4,475  
Allowance for loan losses, balance at the beginning of the period 4,475 3,435 2,690
Provision for (reversal of) credit losses (424) 1,124 745
Gross charge-offs (138) (193) (45)
Gross recoveries 33 109 45
Total net (charge-offs) recoveries (105) (84) 0
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period 3,947 4,475 3,435
Consumer Lending | HELOCs | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   1  
Consumer Lending | Other consumer      
Allowance for loan losses      
Allowance for loan losses, December 31, 2022   1,560  
Allowance for loan losses, balance at the beginning of the period 1,560 1,924 2,130
Provision for (reversal of) credit losses 294 (258) 1,286
Gross charge-offs (197) (106) (1,497)
Gross recoveries 0 0 5
Total net (charge-offs) recoveries (197) (106) (1,492)
Foreign currency translation adjustment 0 0 0
Allowance for loan losses, balance at the end of the period $ 1,657 1,560 $ 1,924
Consumer Lending | Other consumer | Accounting Standards Update 2022-02      
Allowance for loan losses      
Impact of ASU 2022-02 adoption   $ 0