- Fenrong Liu and Keikoh Ryu. Artificial Intelligence: From a Logical and Ethical Point of View. In Chen Jin and
Mirko Farina eds., Digital Development: Technology, Ethics and Governance. Routledge, 2025, to appear. - Fengxiang Cheng, Haoxuan Li, Fenrong Liu, Robert van Rooij, Kun Zhang and Zhouchen Lin. Empowering LLMs with Logical Reasoning: A Comprehensive Survey. Accepted by IJCAI 2025 Survery Track & Tutorial. 2025. https://arxiv.org/abs/2502.15652
- Liu, Fenrong (ed.) Logic for Artificial Intelligence. Beijing: Tsinghua University Press, 2025 (forthcoming textbook).（刘奋荣主编教材. 《人工智能逻辑》，清华大学出版社，2025，即将出版）
- Fengxiang Cheng, Haoxuan Li, Alina Leidinger, and Robert Van Rooij. Revealing the Limitations of Exploiting Causal Effects to Resolve Linguistic Spurious Correlations. Accepted by AAAI 2025 Workshop on Artificial Intelligence with Causal Techniques, 2025. https://openreview.net/pdf?id=zNUgwvot0t
