Dynamic Relationship Building: Exploitation Versus Exploration on a Social Network. - Bo Yan; Yang Chen 028; Jiamou Liu (WISE (1), 2017)

Becoming gatekeepers together with allies: collaborative brokerage over social networks. - Yang Chen 028; Jiamou Liu (ASONAM, 2019)

Distributed Community Detection over Blockchain Networks Based on Structural Entropy. - Yang Chen 028; Jiamou Liu (BSCI, 2019)

A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation. - He Zhao; Hongyi Su; Yang Chen 028; Jiamou Liu; Hong Zheng; Bo Yan (PRICAI (1), 2019)

Can Reinforcement Learning Enhance Social Capital? - He Zhao; Hongyi Su; Yang Chen 028; Jiamou Liu; Bo Yan; Hong Zheng (WISE Workshops, 2019)

Social Capital Games as A Framework for Social Structural Pattern Emergence. - Yang Chen 028; Jiamou Liu (ASONAM, 2020)

Social Structure Emergence: A Multi-agent Reinforcement Learning Framework for Relationship Building. - Yang Chen 028; Jiamou Liu; He Zhao; Hongyi Su (AAMAS, 2020)

Maximum Entropy Inverse Reinforcement Learning for Mean Field Games. - Yang Chen 028; Jiamou Liu; Bakhadyr Khoussainov (CoRR, 2021)

Individual-Level Inverse Reinforcement Learning for Mean Field Games. - Yang Chen 028; Libo Zhang 006; Jiamou Liu; Shuyue Hu (AAMAS, 2022)

Prompt-based Conservation Learning for Multi-hop Question Answering. - Zhenyun Deng; Yonghua Zhu; Yang Chen 028; Qianqian Qi 001; Michael Witbrock; Patricia Riddle (COLING, 2022)

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering. - Zhenyun Deng; Yonghua Zhu; Yang Chen 028; Michael Witbrock; Patricia Riddle (IJCAI, 2022)

Interconnected Neural Linear Contextual Bandits with UCB Exploration. - Yang Chen 028; Miao Xie; Jiamou Liu; Kaiqi Zhao 001 (PAKDD (1), 2022)

MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model. - Jialing He; Jiamou Liu; Zijian Zhang 001; Yang Chen 028; Yiwei Liu; Bakh Khoussainov; Liehuang Zhu (AAAI, 2023)

Efficient size-prescribed k-core search. - Yiping Liu; Bo Yan; Bo Zhao; Hongyi Su; Yang Chen 028; Michael Witbrock (ASONAM, 2023)

Adversarial Inverse Reinforcement Learning for Mean Field Games. - Yang Chen 028; Libo Zhang 006; Jiamou Liu; Michael Witbrock (AAMAS, 2023)

Learning Density-Based Correlated Equilibria for Markov Games. - Libo Zhang 006; Yang Chen 028; Toru Takisaka; Bakh Khoussainov; Michael Witbrock; Jiamou Liu (AAMAS, 2023)

Multi2Claim: Generating Scientific Claims from Multi-Choice Questions for Scientific Fact-Checking. - Neset Tan; Trung Nguyen; Joshua Bensemann; Alex Yuxuan Peng; Qiming Bao 001; Yang Chen 028; Mark Gahegan; Michael Witbrock (EACL, 2023)

Neuromodulation Gated Transformer. - Kobe Knowles; Joshua Bensemann; Diana Benavides Prado; Vithya Yogarajan; Michael Witbrock; Gillian Dobbie; Yang Chen 028 (Tiny Papers @ ICLR, 2023)

Chain of Propagation Prompting for Node Classification. - Yonghua Zhu; Zhenyun Deng; Yang Chen 028; Robert Amor; Michael Witbrock (ACM Multimedia, 2023)

Contrastive Learning with Logic-driven Data Augmentation for Logical Reasoning over Text. - Qiming Bao 001; Alex Yuxuan Peng; Zhenyun Deng; Wanjun Zhong; Neset Tan; Nathan Young; Yang Chen 028; Yonghua Zhu; Michael Witbrock; Jiamou Liu (CoRR, 2023)

Meerkat Behaviour Recognition Dataset. - Mitchell Rogers; Gaël Gendron; David Arturo Soriano Valdez; Mihailo Azhar; Yang Chen 028; Shahrokh Heidari; Caleb Perelini; Padriac O'Leary; Kobe Knowles; Izak Tait; Simon Eyre; Michael Witbrock; et al. (CoRR, 2023)

A Systematic Evaluation of Large Language Models on Out-of-Distribution Logical Reasoning Tasks. - Qiming Bao 001; Gaël Gendron; Alex Yuxuan Peng; Wanjun Zhong; Neset Tan; Yang Chen 028; Michael Witbrock; Jiamou Liu (CoRR, 2023)

Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables. - Yang Chen 028; Xiao Lin; Bo Yan; Libo Zhang 006; Jiamou Liu; Neset Özkan Tan; Michael Witbrock (AAAI, 2024)

Robust Node Classification on Graph Data with Graph and Label Noise. - Yonghua Zhu; Lei Feng; Zhenyun Deng; Yang Chen 028; Robert Amor; Michael Witbrock (AAAI, 2024)

Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. - Qiming Bao 001; Alex Yuxuan Peng; Zhenyun Deng; Wanjun Zhong; Gaël Gendron; Timothy Pistotti; Neset Tan; Nathan Young; Yang Chen 028; Yonghua Zhu; Paul Denny 001; Michael Witbrock; et al. (ACL (Findings), 2024)

Behaviour Modelling of Social Animals via Causal Structure Discovery and Graph Neural Networks. - Gaël Gendron; Yang Chen 028; Mitchell Rogers; Yiping Liu; Mihailo Azhar; Shahrokh Heidari; David Arturo Soriano Valdez; Kobe Knowles; Padriac O'Leary; Simon Eyre; Michael Witbrock; Gillian Dobbie; et al. (AAMAS, 2024)

Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning. - Qiming Bao 001; Gaël Gendron; Alex Yuxuan Peng; Wanjun Zhong; Neset Tan; Yang Chen 028; Michael Witbrock; Jiamou Liu (ICONIP (10), 2024)

Optimizing Resource Distribution Towards Energy Justice in Resilient Smart Grids. - Libo Zhang 006; Yuly Wu; Weidong Li; Song Yang 001; Yang Chen 028; Kaiqi Zhao 001; Jiamou Liu (PKAW, 2024)

A graph transformer defence against graph perturbation by a flexible-pass filter. - Yonghua Zhu; Jincheng Huang 005; Yang Chen 028; Robert Amor; Michael Witbrock (Inf. Fusion, 2024)

Web-FTP: A Feature Transferring-Based Pre-Trained Model for Web Attack Detection. - Zhenyu Guo; Qinghua Shang; Xin Li 033; Chengyi Li; Zijian Zhang 001; Zhuo Zhang; Jingjing Hu; Jincheng An; Chuanming Huang; Yang Chen 028; Yuguang Cai (IEEE Trans. Knowl. Data Eng., 2025)

Situational-Constrained Sequential Resources Allocation via Reinforcement Learning. - Libo Zhang 006; Yang Chen 028; Toru Takisaka; Kaiqi Zhao 001; Weidong Li; Jiamou Liu (CoRR, 2025)

Psychology-Driven Enhancement of Humour Translation. - Yuchen Su; Yonghua Zhu; Yang Chen 028; Diana Benavides-Prado; Michael Witbrock (CoRR, 2025)