diff --git a/.github/workflows/ci.yaml b/.github/workflows/ci.yaml
new file mode 100644
index 0000000..1bd73fe
--- /dev/null
+++ b/.github/workflows/ci.yaml
@@ -0,0 +1,29 @@
+name: Tests
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+jobs:
+  test:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+      - name: Setup Chrome
+        uses: browser-actions/setup-chrome@v1
+        with:
+          chrome-version: 129
+          install-chromedriver: true
+      - name: Set up Python
+        uses: actions/setup-python@v5
+        with:
+          python-version: '3.11'
+      - name: Install dependencies
+        run: pip install -r requirements.txt
+      - name: Run tests and collect coverage
+        run: coverage run runtests.py
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index dc698f8..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-dist: xenial
-language: python
-python:
-    - "3.7"
-    - "3.8"
-    - "3.9"
-env:
-    - DJANGO_VERSION=2.2.27
-    - DJANGO_VERSION=3.2.12
-    - DJANGO_VERSION=4.0.3
-branches:
-    except:
-        - media
-before_install:
-  - wget https://github.com/mozilla/geckodriver/releases/download/v0.25.0/geckodriver-v0.25.0-linux64.tar.gz
-  - mkdir geckodriver
-  - tar xzf geckodriver-v0.25.0-linux64.tar.gz -C geckodriver
-  - export PATH=$PATH:$PWD/geckodriver
-install:
-    - pip install -q django==$DJANGO_VERSION
-    - pip install -q -e .
-    - pip install -q selenium
-    - pip install -q coveralls
-script:
-    - coverage run --source publications --omit publications/six.py publications/tests/__main__.py
-after_success:
-    - coveralls
diff --git a/README.md b/README.md
index 00ba0f3..a3c4bc0 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@ django-publications
 
 A Django app for managing scientific publications.
 
-[![Build Status](https://travis-ci.org/lucastheis/django-publications.svg?branch=develop)](https://travis-ci.org/lucastheis/django-publications)
+[![CI](https://github.com/lucastheis/django-publications/actions/workflows/ci.yaml/badge.svg)](https://github.com/lucastheis/django-publications/actions)
 [![Coverage Status](https://coveralls.io/repos/github/lucastheis/django-publications/badge.svg)](https://coveralls.io/github/lucastheis/django-publications)
 
 Screenshots
diff --git a/publications/settings/__init__.py b/publications/settings/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/publications/settings/test.py b/publications/settings/test.py
new file mode 100644
index 0000000..eaa201d
--- /dev/null
+++ b/publications/settings/test.py
@@ -0,0 +1,67 @@
+from pathlib import Path
+
+SECRET_KEY = 'test#ca=(=^t8h1a*1ee65_%m$sr38vdd_)!riw9rs17we41no4l3yd'
+
+BASE_DIR = Path(__file__).resolve().parent
+
+INSTALLED_APPS = (
+	'django.contrib.admin',
+	'django.contrib.auth',
+	'django.contrib.contenttypes',
+	'django.contrib.sessions',
+	'django.contrib.staticfiles',
+	'django.contrib.messages',
+	'publications',
+)
+
+DATABASES = {
+	'default': {
+		'ENGINE': 'django.db.backends.sqlite3',
+		'NAME': ':memory:',
+	}
+}
+
+MIDDLEWARE = (
+	'django.contrib.sessions.middleware.SessionMiddleware',
+	'django.middleware.common.CommonMiddleware',
+	'django.contrib.auth.middleware.AuthenticationMiddleware',
+	'django.contrib.messages.middleware.MessageMiddleware',
+)
+
+ROOT_URLCONF = 'publications.tests.urls'
+
+STATIC_URL = '/static/'
+STATICFILES_DIRS = []
+STATIC_ROOT = BASE_DIR / 'build' / 'static'
+
+MEDIA_URL = '/media/'
+MEDIA_ROOT = BASE_DIR / 'build/media/'  # Where user uploads live during development.
+
+TEMPLATES = [
+	{
+		'BACKEND': 'django.template.backends.django.DjangoTemplates',
+		'DIRS': [],
+		'APP_DIRS': True,
+		'OPTIONS': {
+			'context_processors': [
+				'django.template.context_processors.request',
+				'django.contrib.auth.context_processors.auth',
+				'django.contrib.messages.context_processors.messages'
+			],
+		},
+	},
+]
+
+STORAGES = {
+	'default': {
+		'BACKEND': 'django.core.files.storage.FileSystemStorage',
+		'OPTIONS': {
+			'location': MEDIA_ROOT,
+			'base_url': MEDIA_URL,
+		},
+	},
+	'staticfiles': {
+		'BACKEND': 'django.contrib.staticfiles.storage.StaticFilesStorage',
+	},
+}
+
diff --git a/publications/tests/__init__.py b/publications/tests/__init__.py
index 3cae6a7..a2bbeba 100644
--- a/publications/tests/__init__.py
+++ b/publications/tests/__init__.py
@@ -1,2 +1,2 @@
-from tests import Tests
-from tests_live import LiveTests
+from .tests import Tests
+from .tests_live import LiveTests
diff --git a/publications/tests/__main__.py b/publications/tests/__main__.py
deleted file mode 100644
index 1831800..0000000
--- a/publications/tests/__main__.py
+++ /dev/null
@@ -1,70 +0,0 @@
-import os
-import sys
-from django.conf import settings, global_settings
-
-BASE_DIR = os.path.dirname(__file__)
-DEBUG = False
-INSTALLED_APPS = (
-	'django.contrib.admin',
-	'django.contrib.auth',
-	'django.contrib.contenttypes',
-	'django.contrib.sessions',
-	'django.contrib.staticfiles',
-	'django.contrib.messages',
-	'publications',
-)
-DATABASES = {
-	'default': {
-		'ENGINE': 'django.db.backends.sqlite3',
-		'NAME': os.path.join(BASE_DIR, 'db.sqlite3'),
-	}
-}
-MIDDLEWARE_CLASSES = (
-	'django.contrib.sessions.middleware.SessionMiddleware',
-	'django.middleware.common.CommonMiddleware',
-	'django.contrib.auth.middleware.AuthenticationMiddleware',
-	'django.contrib.messages.middleware.MessageMiddleware',
-)
-
-ROOT_URLCONF = 'publications.tests.urls'
-
-settings_dict = {
-	'MEDIA_ROOT': os.path.join(BASE_DIR, 'media'),
-	'MEDIA_URL': '/media/',
-	'STATIC_ROOT': os.path.join(BASE_DIR, 'static'),
-	'STATIC_URL': '/static/',
-	'DEBUG': DEBUG,
-	'INSTALLED_APPS': INSTALLED_APPS,
-	'DATABASES': DATABASES,
-	'MIDDLEWARE_CLASSES': MIDDLEWARE_CLASSES,
-	'ROOT_URLCONF': ROOT_URLCONF}
-
-if hasattr(global_settings, 'TEMPLATE_CONTEXT_PROCESSORS'):
-	settings_dict['TEMPLATE_CONTEXT_PROCESSORS'] = \
-		tuple(global_settings.TEMPLATE_CONTEXT_PROCESSORS) + ('django.core.context_processors.request',)
-else:
-	settings_dict['TEMPLATES'] = [
-		{
-			'BACKEND': 'django.template.backends.django.DjangoTemplates',
-			'DIRS': [],
-			'APP_DIRS': True,
-			'OPTIONS': {
-				'context_processors': [
-					'django.template.context_processors.request',
-					'django.contrib.auth.context_processors.auth',
-					'django.contrib.messages.context_processors.messages'
-				],
-			},
-		},
-	]
-
-settings_dict['MIDDLEWARE'] = MIDDLEWARE_CLASSES
-
-settings.configure(**settings_dict)
-
-import django
-
-from django import setup
-from django.test.runner import DiscoverRunner
-setup()
-sys.exit(DiscoverRunner(verbosity=1).run_tests(['publications']))
diff --git a/publications/tests/tests.py b/publications/tests/tests.py
index 2cfcd11..cc68db6 100644
--- a/publications/tests/tests.py
+++ b/publications/tests/tests.py
@@ -1,4 +1,5 @@
 # -*- coding: utf-8 -*-
+
 from django.test import TestCase
 from django.contrib.auth.models import User
 from django.urls import reverse
diff --git a/publications/tests/tests_live.py b/publications/tests/tests_live.py
index 5556f3a..7200110 100644
--- a/publications/tests/tests_live.py
+++ b/publications/tests/tests_live.py
@@ -1,21 +1,29 @@
 # -*- coding: utf-8 -*-
 
 from django.test import LiveServerTestCase
-from django.contrib.auth.models import User
+from django.contrib.auth import get_user_model
 from selenium import webdriver
-from time import sleep
+from selenium.webdriver.common.by import By
+from selenium.webdriver.support.expected_conditions import presence_of_element_located
+from selenium.webdriver.support.wait import WebDriverWait
 from publications.tests import tests
 from publications.models import Publication
 
+
 class LiveTests(LiveServerTestCase):
 	fixtures = ['initial_data.json', 'test_data.json']
 	urls = 'publications.tests.urls'
 
 	@classmethod
 	def setUpClass(cls):
-		options = webdriver.firefox.options.Options()
+		options = webdriver.ChromeOptions()
 		options.add_argument('--headless')
-		cls.selenium = webdriver.Firefox(options=options)
+		options.add_argument('--disable-gpu')
+		options.add_argument('--no-sandbox')
+
+		cls.selenium = webdriver.Chrome(options=options)
+		cls.wait = WebDriverWait(cls.selenium, timeout=5)
+
 		super(LiveTests, cls).setUpClass()
 
 
@@ -26,24 +34,27 @@ def tearDownClass(cls):
 
 
 	def setUp(self):
-		User.objects.create_superuser('admin', 'admin@test.de', 'admin')
+		get_user_model().objects.create_superuser('admin', 'admin@test.de', 'admin')
 
 		# login
 		self.selenium.get('{0}{1}'.format(self.live_server_url, '/admin/'))
-		username_input = self.selenium.find_element_by_name("username")
+		username_input = self.selenium.find_element(By.NAME, 'username')
 		username_input.send_keys('admin')
-		password_input = self.selenium.find_element_by_name("password")
+		password_input = self.selenium.find_element(By.NAME, 'password')
 		password_input.send_keys('admin')
-		self.selenium.find_element_by_xpath('//input[@value="Log in"]').click()
+		self.selenium.find_element(By.XPATH, '//input[@value="Log in"]').click()
 
 
 	def test_import_bibtex(self):
 		count = Publication.objects.count()
 
-		self.selenium.get('{0}{1}'.format(self.live_server_url, '/admin/publications/publication/import_bibtex/'))
-		bibliography_input = self.selenium.find_element_by_name("bibliography")
+		self.selenium.get(
+			'{0}{1}'.format(self.live_server_url, '/admin/publications/publication/import_bibtex/')
+		)
+		self.wait.until(presence_of_element_located((By.NAME, 'bibliography')))
+		bibliography_input = self.selenium.find_element(By.NAME, 'bibliography')
 		bibliography_input.send_keys(tests.TEST_BIBLIOGRAPHY)
-		self.selenium.find_element_by_xpath('//input[@value="Import"]').click()
+		self.selenium.find_element(By.XPATH, '//input[@value="Import"]').click()
 
 		self.assertEqual(Publication.objects.count() - count, tests.TEST_BIBLIOGRAPHY_COUNT)
 
@@ -52,5 +63,6 @@ def test_import_bibtex_button(self):
 		count = Publication.objects.count()
 
 		self.selenium.get('{0}{1}'.format(self.live_server_url, '/admin/publications/publication/'))
-		self.selenium.find_element_by_link_text('Import BibTex').click()
-		self.selenium.find_element_by_xpath('//input[@value="Import"]').click()
+		self.wait.until(presence_of_element_located((By.LINK_TEXT, 'Import BibTex')))
+		self.selenium.find_element(By.LINK_TEXT, 'Import BibTex').click()
+		self.selenium.find_element(By.XPATH, '//input[@value="Import"]').click()
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..b65fcd9
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,4 @@
+coverage==7.5.1
+django==5.1.2
+pillow==10.3.0
+selenium==4.24.0
diff --git a/runtests.py b/runtests.py
new file mode 100644
index 0000000..4151d5a
--- /dev/null
+++ b/runtests.py
@@ -0,0 +1,25 @@
+#!/usr/bin/env python3
+
+import os
+import sys
+
+os.environ['DJANGO_SETTINGS_MODULE'] = 'publications.settings.test'
+
+import django
+from django.conf import settings
+from django.test.utils import get_runner
+
+
+def main():
+	django.setup()
+
+	TestRunner = get_runner(settings)
+	test_runner = TestRunner()
+
+	failures = test_runner.run_tests(['publications.tests'])
+
+	sys.exit(bool(failures))
+
+
+if __name__ == '__main__':
+	main()