Decades of social science research on human rights has mapped the conditions under which states sign and ratify treaties, abide by their conditions, and promote or criticize human rights in other states. Some norms contained in the core human rights treaties, particularly civil and political rights, are seen by authoritarian states as politically threatening. Autocracies can reshape human rights through international institutions and seek to change their content over time. This article investigates China's engagement in the UN Human Rights Council, focusing on both the content and practices of the People's Republic of China's approach. In terms of content, it examines China's voting record to determine the issues it prioritizes. In terms of practices, it identifies four modes of pursuing normative change: mobilizing like-mindedness, implied coercion, tactical deception, and repression of critical voices. These modes capture a range of activity in and around multilateral institutions, some of which usually does not draw scholarly attention in studies of normative change. The findings provide insights into the future of human rights norms in the United Nations and beyond.