Unfortunately, we cannot fix this with the hooks.
So it will require change in CSP plugin.
Check out the file located at customer-specific-pricing-for-woocommerce/includes/class-wdm-apply-usp-product-price.php , line 679.
The condition ( ! is_admin() ) blocks price changing.