diff --git a/README.md b/README.md
index b8aac1e3..1d8d21f3 100644
--- a/README.md
+++ b/README.md
@@ -51,11 +51,9 @@ Thanks for [@yihong0618](https://github.com/yihong0618) provided a workaround wh
 
 - Simply click `Sign in to LeetCode` in the `LeetCode Explorer` will let you **sign in** with your LeetCode account.
 
-- You can also use the following command to sign in/sign in (by cookie)/out:
+- You can also use the following command to sign in/out:
   - **LeetCode: Sign in**
-  - **LeetCode: Sign in (by cookie)**
   - **LeetCode: Sign out**
-
 ---
 
 ### Switch Endpoint
diff --git a/docs/README_zh-CN.md b/docs/README_zh-CN.md
index 81c98fe7..23faf30c 100644
--- a/docs/README_zh-CN.md
+++ b/docs/README_zh-CN.md
@@ -53,9 +53,7 @@
 
 - 你也可以使用下来命令登入或利用cookie登入或登出:
   - **LeetCode: Sign in**
-  - **LeetCode: Sign in (by cookie)**
   - **LeetCode: Sign out**
-
 ---
 
 ### 切换 LeetCode 版本
diff --git a/package.json b/package.json
index 23ab4685..743b2803 100644
--- a/package.json
+++ b/package.json
@@ -38,17 +38,11 @@
         "onCommand:leetcode.testSolution",
         "onCommand:leetcode.submitSolution",
         "onCommand:leetcode.switchDefaultLanguage",
-        "onCommand:leetcode.signinByCookie",
         "onView:leetCodeExplorer"
     ],
     "main": "./out/src/extension",
     "contributes": {
         "commands": [
-            {
-                "command": "leetcode.signinByCookie",
-                "title": "Sign In by Cookie",
-                "category": "LeetCode"
-            },
             {
                 "command": "leetcode.deleteCache",
                 "title": "Delete Cache",
@@ -689,6 +683,6 @@
         "markdown-it": "^8.4.2",
         "require-from-string": "^2.0.2",
         "unescape-js": "^1.1.1",
-        "vsc-leetcode-cli": "2.6.19"
+        "vsc-leetcode-cli": "2.6.20"
     }
 }
diff --git a/src/extension.ts b/src/extension.ts
index 45de4a70..9bb3ad41 100644
--- a/src/extension.ts
+++ b/src/extension.ts
@@ -51,7 +51,6 @@ export async function activate(context: vscode.ExtensionContext): Promise<void>
             vscode.commands.registerCommand("leetcode.deleteCache", () => cache.deleteCache()),
             vscode.commands.registerCommand("leetcode.toggleLeetCodeCn", () => plugin.switchEndpoint()),
             vscode.commands.registerCommand("leetcode.signin", () => leetCodeManager.signIn()),
-            vscode.commands.registerCommand("leetcode.signinByCookie", () => leetCodeManager.signIn(true)),
             vscode.commands.registerCommand("leetcode.signout", () => leetCodeManager.signOut()),
             vscode.commands.registerCommand("leetcode.manageSessions", () => session.manageSessions()),
             vscode.commands.registerCommand("leetcode.previewProblem", (node: LeetCodeNode) => show.previewProblem(node)),
diff --git a/src/leetCodeManager.ts b/src/leetCodeManager.ts
index 0b70080e..25439048 100644
--- a/src/leetCodeManager.ts
+++ b/src/leetCodeManager.ts
@@ -6,7 +6,7 @@ import { EventEmitter } from "events";
 import * as vscode from "vscode";
 import { leetCodeChannel } from "./leetCodeChannel";
 import { leetCodeExecutor } from "./leetCodeExecutor";
-import { UserStatus } from "./shared";
+import { IQuickItemEx, loginArgsMapping, UserStatus } from "./shared";
 import { createEnvOption } from "./utils/cpUtils";
 import { DialogType, promptForOpenOutputChannel } from "./utils/uiUtils";
 import * as wsl from "./utils/wslUtils";
@@ -34,14 +34,43 @@ class LeetCodeManager extends EventEmitter {
         }
     }
 
-    public async signIn(isByCookie: boolean = false): Promise<void> {
-        const loginArg: string = "-l";
-        const cookieArg: string = "-c";
-        const commandArg: string = isByCookie ? cookieArg : loginArg;
+    public async signIn(): Promise<void> {
+        const picks: Array<IQuickItemEx<string>> = [];
+        picks.push(
+            {
+                label: "LeetCode Account",
+                detail: "Use LeetCode account to login",
+                value: "LeetCode",
+            },
+            {
+                label: "LeetCode Cookie",
+                detail: "Use LeetCode cookie copied from browser to login",
+                value: "Cookie",
+            },
+            {
+                label: "Third-Party: GitHub",
+                detail: "Use GitHub account to login",
+                value: "GitHub",
+            },
+            {
+                label: "Third-Party: LinkedIn",
+                detail: "Use LinkedIn account to login",
+                value: "LinkedIn",
+            },
+        );
+        const choice: IQuickItemEx<string> | undefined = await vscode.window.showQuickPick(picks);
+        if (!choice) {
+            return;
+        }
+        const loginMethod: string = choice.value;
+        const commandArg: string | undefined = loginArgsMapping.get(loginMethod);
+        if (!commandArg) {
+            throw new Error(`The login method "${loginMethod}" is not supported.`);
+        }
+        const isByCookie: boolean = loginMethod === "Cookie";
         const inMessage: string = isByCookie ? "sign in by cookie" : "sign in";
         try {
             const userName: string | undefined = await new Promise(async (resolve: (res: string | undefined) => void, reject: (e: Error) => void): Promise<void> => {
-                let result: string = "";
 
                 const leetCodeBinaryPath: string = await leetCodeExecutor.getLeetCodeBinaryPath();
 
@@ -52,10 +81,27 @@ class LeetCodeManager extends EventEmitter {
                         env: createEnvOption(),
                     });
 
-                childProc.stdout.on("data", (data: string | Buffer) => {
+                childProc.stdout.on("data", async (data: string | Buffer) => {
                     data = data.toString();
-                    result = result.concat(data);
                     leetCodeChannel.append(data);
+                    if (data.includes("twoFactorCode")) {
+                        const twoFactor: string | undefined = await vscode.window.showInputBox({
+                            prompt: "Enter two-factor code.",
+                            validateInput: (s: string): string | undefined => s && s.trim() ? undefined : "The input must not be empty",
+                        });
+                        if (!twoFactor) {
+                            childProc.kill();
+                            return resolve(undefined);
+                        }
+                        childProc.stdin.write(`${twoFactor}\n`);
+                        childProc.stdin.end();
+                    } else {
+                        const match: RegExpMatchArray | null = data.match(/(?:.*)Successfully .*login as (.*)/i);
+                        if (match && match[1]) {
+                            childProc.stdin.end();
+                            return resolve(match[1]);
+                        }
+                    }
                 });
 
                 childProc.stderr.on("data", (data: string | Buffer) => leetCodeChannel.append(data.toString()));
@@ -80,13 +126,9 @@ class LeetCodeManager extends EventEmitter {
                     return resolve(undefined);
                 }
                 childProc.stdin.write(`${pwd}\n`);
-                childProc.stdin.end();
-                childProc.on("close", () => {
-                    const match: RegExpMatchArray | null = result.match(/(?:.*) Successfully (login|cookie login) as (.*)/i);
-                    if (match && match[2]) {
-                        resolve(match[2]);
-                    } else {
-                        reject(new Error(`Failed to ${inMessage}.`));
+                childProc.on("close", (code: number) => {
+                    if (code !== 0) {
+                        reject(new Error("Failed to login."));
                     }
                 });
             });
diff --git a/src/shared.ts b/src/shared.ts
index 78518454..5f1039e4 100644
--- a/src/shared.ts
+++ b/src/shared.ts
@@ -12,6 +12,13 @@ export enum UserStatus {
     SignedOut = 2,
 }
 
+export const loginArgsMapping: Map<string, string> = new Map([
+    ["LeetCode", "-l"],
+    ["Cookie", "-c"],
+    ["GitHub", "-g"],
+    ["LinkedIn", "-i"],
+]);
+
 export const languages: string[] = [
     "bash",
     "c",

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