diff --git a/itest/list_exclude_test.go b/itest/list_exclude_test.go
new file mode 100644
index 000000000..86567cf35
--- /dev/null
+++ b/itest/list_exclude_test.go
@@ -0,0 +1,108 @@
+//go:build integration
+
+package itest
+
+import (
+	"fmt"
+
+	"github.com/lightningnetwork/lnd/fn/v2"
+	"github.com/lightningnetwork/lnd/lntest"
+)
+
+// excludedTestsWindows is a list of tests that are flaky on Windows and should
+// be excluded from the test suite atm.
+//
+// TODO(yy): fix these tests and remove them from this list.
+var excludedTestsWindows = []string{
+	"batch channel funding",
+	"zero conf channel open",
+	"open channel with unstable utxos",
+	"funding flow persistence",
+	"channel policy update public zero conf",
+
+	"listsweeps",
+	"sweep htlcs",
+	"sweep cpfp anchor incoming timeout",
+	"payment succeeded htlc remote swept",
+	"3rd party anchor spend",
+
+	"send payment amp",
+	"async payments benchmark",
+	"async bidirectional payments",
+
+	"multihop htlc aggregation leased",
+	"multihop htlc aggregation leased zero conf",
+	"multihop htlc aggregation anchor",
+	"multihop htlc aggregation anchor zero conf",
+	"multihop htlc aggregation simple taproot",
+	"multihop htlc aggregation simple taproot zero conf",
+
+	"channel force closure anchor",
+	"channel force closure simple taproot",
+	"channel backup restore force close",
+	"wipe forwarding packages",
+
+	"coop close with htlcs",
+	"coop close with external delivery",
+
+	"forward interceptor restart",
+	"forward interceptor dedup htlcs",
+	"invoice HTLC modifier basic",
+	"lookup htlc resolution",
+
+	"remote signer taproot",
+	"remote signer account import",
+	"remote signer bump fee",
+	"remote signer funding input types",
+	"remote signer funding async payments taproot",
+	"remote signer funding async payments",
+	"remote signer random seed",
+	"remote signer verify msg",
+	"remote signer channel open",
+	"remote signer shared key",
+	"remote signer psbt",
+	"remote signer sign output raw",
+
+	"on chain to blinded",
+	"query blinded route",
+
+	"data loss protection",
+}
+
+// filterWindowsFlakyTests filters out the flaky tests that are excluded from
+// the test suite on Windows.
+func filterWindowsFlakyTests() []*lntest.TestCase {
+	// filteredTestCases is a substest of allTestCases that excludes the
+	// above flaky tests.
+	filteredTestCases := make([]*lntest.TestCase, 0, len(allTestCases))
+
+	// Create a set for the excluded test cases for fast lookup.
+	excludedSet := fn.NewSet(excludedTestsWindows...)
+
+	// Remove the tests from the excludedSet if it's found in the list of
+	// all test cases. This is done to ensure the excluded tests are not
+	// pointing to a test case that doesn't exist.
+	for _, tc := range allTestCases {
+		if excludedSet.Contains(tc.Name) {
+			excludedSet.Remove(tc.Name)
+
+			continue
+		}
+
+		filteredTestCases = append(filteredTestCases, tc)
+	}
+
+	// Exit early if all the excluded tests are found in allTestCases.
+	if excludedSet.IsEmpty() {
+		return filteredTestCases
+	}
+
+	// Otherwise, print out the tests that are not found in allTestCases.
+	errStr := "\nThe following tests are not found, please make sure the " +
+		"test names are correct in `excludedTestsWindows`.\n"
+	for _, name := range excludedSet.ToSlice() {
+		errStr += fmt.Sprintf("Test not found in test suite: %v", name)
+	}
+
+	panic(errStr)
+}
diff --git a/itest/list_on_test.go b/itest/list_on_test.go
index 22bcd5866..4b1ccafc1 100644
--- a/itest/list_on_test.go
+++ b/itest/list_on_test.go
@@ -695,4 +695,19 @@ func init() {
 	allTestCases = append(allTestCases, walletImportAccountTestCases...)
 	allTestCases = append(allTestCases, basicFundingTestCases...)
 	allTestCases = append(allTestCases, sendToRouteTestCases...)
+
+	// Prepare the test cases for windows to exclude some of the flaky
+	// ones.
+	//
+	// NOTE: We need to run this before the isWindowsOS check to make sure
+	// the excluded tests are found in allTestCases. Otherwise, if a
+	// non-existing test is included in excludedTestsWindows, we won't be
+	// able to find it until it's pushed to the CI, which creates a much
+	// longer feedback loop.
+	windowsTestCases := filterWindowsFlakyTests()
+
+	// If this is Windows, we'll skip running some of the flaky tests.
+	if isWindowsOS() {
+		allTestCases = windowsTestCases
+	}
 }
diff --git a/itest/lnd_test.go b/itest/lnd_test.go
index 63462199a..c1a43b410 100644
--- a/itest/lnd_test.go
+++ b/itest/lnd_test.go
@@ -238,6 +238,11 @@ func isDarwin() bool {
 	return runtime.GOOS == "darwin"
 }
 
+// isWindowsOS returns true if the test is running on a Windows OS.
+func isWindowsOS() bool {
+	return runtime.GOOS == "windows"
+}
+
 func init() {
 	// Before we start any node, we need to make sure that any btcd node
 	// that is started through the RPC harness uses a unique port as well