diff --git a/src/useList/__tests__/useList.test.ts b/src/useList/__tests__/useList.test.ts
index f9b554219..8e9bc701f 100644
--- a/src/useList/__tests__/useList.test.ts
+++ b/src/useList/__tests__/useList.test.ts
@@ -67,6 +67,84 @@ describe('Test useList hook', () => {
         expect(result.current.params).toEqual(expect.objectContaining({ search: 'test' }));
     });
 
+    it('Should merge object params while replacing arrays and nullable values', () => {
+        type Params = {
+            current: number;
+            filters: number[];
+            search?: string;
+            nullable: string | null;
+            nested: {
+                first?: number;
+                second?: number;
+                filters?: number[];
+                search?: string;
+            };
+        };
+        const fetcher = jest.fn().mockResolvedValue({ total: 0, data: [] });
+        const { result } = renderHook(() =>
+            useList(
+                fetcher,
+                {
+                    current: 1,
+                    filters: [1, 2, 3],
+                    search: 'test',
+                    nullable: 'value',
+                    nested: {
+                        first: 1,
+                        second: 2,
+                        filters: [1, 2, 3],
+                        search: 'nested',
+                    },
+                } as Params,
+                { immediate: false }
+            )
+        );
+
+        act(() => {
+            result.current.mutate(
+                {
+                    filters: [4, 5],
+                    search: undefined,
+                    nullable: null,
+                    nested: { first: 3, filters: [4, 5], search: undefined },
+                },
+                { revalidate: false }
+            );
+        });
+
+        expect(result.current.params).toEqual({
+            current: 1,
+            filters: [4, 5],
+            search: undefined,
+            nullable: null,
+            nested: {
+                first: 3,
+                second: 2,
+                filters: [4, 5],
+                search: undefined,
+            },
+            total: 0,
+        });
+    });
+
+    it('Should preserve circular references when merging object params', () => {
+        const fetcher = jest.fn().mockResolvedValue({ total: 0, data: [] });
+        const previous: Record<string, any> = { value: 'previous' };
+        const next: Record<string, any> = { value: 'next' };
+        previous.self = previous;
+        next.self = next;
+        const { result } = renderHook(() =>
+            useList(fetcher, { nested: previous }, { immediate: false })
+        );
+
+        act(() => {
+            result.current.mutate({ nested: next }, { revalidate: false });
+        });
+
+        expect(result.current.params.nested.value).toBe('next');
+        expect(result.current.params.nested.self).toBe(result.current.params.nested);
+    });
+
     it('Should support get data with current params', () => {
         const fetcher = jest.fn().mockResolvedValue({
             total: 1,
diff --git a/src/useList/demos/mutate.tsx b/src/useList/demos/mutate.tsx
index 0df448fc1..839a54a7e 100644
--- a/src/useList/demos/mutate.tsx
+++ b/src/useList/demos/mutate.tsx
@@ -32,9 +32,7 @@ export default () => {
     const handleReset = async () => {
         form.resetFields();
         const values = await form.validateFields();
-        // 当传入值有 undefined 的时候，采用 functional 的写法。
-        // 因为底层使用的 lodash 的 merge，采用赋值写法不会对 undefined 做合并
-        mutate((pre) => ({ ...pre, ...values }));
+        mutate({ ...values });
     };
 
     return (
diff --git a/src/useList/demos/mutateOptions.tsx b/src/useList/demos/mutateOptions.tsx
index 9ae4bfacd..e3a7bed3e 100644
--- a/src/useList/demos/mutateOptions.tsx
+++ b/src/useList/demos/mutateOptions.tsx
@@ -32,9 +32,7 @@ export default () => {
     const handleReset = async () => {
         form.resetFields();
         const values = await form.validateFields();
-        // 当传入值有 undefined 的时候，采用 functional 的写法。
-        // 因为底层使用的 lodash 的 merge，采用赋值写法不会对 undefined 做合并
-        mutate((pre) => ({ ...pre, ...values }), { revalidate, clearData });
+        mutate({ ...values }, { revalidate, clearData });
     };
     const [revalidate, setRevalidate] = useState(true);
     const [clearData, setClearData] = useState(true);
diff --git a/src/useList/index.md b/src/useList/index.md
index 1c3c2c7be..5c64a66f2 100644
--- a/src/useList/index.md
+++ b/src/useList/index.md
@@ -15,7 +15,7 @@ toc: content
 <code src="./demos/basic.tsx" title="基础使用"></code>
 <code src="./demos/sort.tsx" title="筛选和过滤"></code>
 <code src="./demos/options.tsx" title="相关配置" description="设置 immediate 值防止初始化的时候进行请求"></code>
-<code src="./demos/mutate.tsx" title="相关配置" description="用 undefined 覆盖 prevPrams 时，需采用 functional 的写法 "></code>
+<code src="./demos/mutate.tsx" title="参数修改" description="普通对象递归合并，数组、undefined 和 null 会完整覆盖旧值"></code>
 <code src="./demos/mutateOptions" title="mutate相关配置" description="revalidate 修改后请求数据，clearData 请求前清除数据"></code>
 <code src="./demos/query" title="搜索" description="支持修改后重置搜索"></code>
 
diff --git a/src/useList/index.ts b/src/useList/index.ts
index 3b923899e..061d0606d 100644
--- a/src/useList/index.ts
+++ b/src/useList/index.ts
@@ -1,5 +1,28 @@
 import { useEffect, useMemo, useRef, useState } from 'react';
-import { merge } from 'lodash-es';
+import { isPlainObject, merge } from 'lodash-es';
+
+const mergeParams = (
+    previous: Record<string, any>,
+    next: Record<string, any>,
+    merged = new WeakMap<object, Record<string, any>>()
+): Record<string, any> => {
+    const cached = merged.get(next);
+    if (cached) return cached;
+
+    const result = { ...previous };
+    merged.set(next, result);
+
+    Object.keys(next).forEach((key) => {
+        const previousValue = previous[key];
+        const nextValue = next[key];
+        result[key] =
+            isPlainObject(previousValue) && isPlainObject(nextValue)
+                ? mergeParams(previousValue, nextValue, merged)
+                : nextValue;
+    });
+
+    return result;
+};
 
 export type Fetcher<T, P> = (params: P) => Promise<{ data: T[]; total: number }>;
 
@@ -91,7 +114,7 @@ export default function useList<T extends Record<string, any>, P extends Record<
         };
         const nextOptions = merge(defaultOptions, options);
 
-        const tmp = typeof next === 'function' ? next(params) : { ...merge({}, params, next) };
+        const tmp = typeof next === 'function' ? next(params) : (mergeParams(params, next) as P);
         setParams(tmp);
 
         if (nextOptions.revalidate) {