| 2026 | AAAI | Fine-Grained Interpretation of Political Opinions in Large Language Models. | Jingyu Hu, Mengyue Yang, Mengnan Du, Weiru Liu |
| 2026 | ICAART | Failing on Bias Mitigation: A Case Study on the Challenges of Fairness in Government Data. | Hongbo Bo, Jingyu Hu, Debbie Watson, Weiru Liu |
| 2025 | AAAI | Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation. | Yiwei Shi, Muning Wen, Qi Zhang, Weinan Zhang, Cunjia Liu, Weiru Liu |
| 2025 | EMNLP | Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability. | Dong Shu, Haiyan Zhao, Jingyu Hu, Weiru Liu, Ali Payani, Lu Cheng, Mengnan Du |
| 2025 | IJCNN | Multi-agent Deep Reinforcement Learning for Fake News Detection. | Yiwen Wu, Kevin McAreavey, Hongbo Bo, Weiru Liu, Ryan McConville |
| 2024 | EMNLP | Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning. | Jingyu Hu, Weiru Liu, Mengnan Du |
| 2024 | ICAART | Multi-Granular Evaluation of Diverse Counterfactual Explanations. | Yining Yuan, Kevin McAreavey, Shujun Li, Weiru Liu |
| 2024 | ICTAI | A User Study on Contrastive Explanations for Multi-Effector Temporal Planning with Non-Stationary Costs. | Xiaowei Liu, Kevin McAreavey, Weiru Liu |
| 2024 | ICTAI | TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series Forecasting. | Hongnan Ma, Kevin McAreavey, Weiru Liu |
| 2023 | ECSQARU | Modifications of the Miller Definition of Contrastive (Counterfactual) Explanations. | Kevin McAreavey, Weiru Liu |
| 2023 | IROS | TIMS: A Tactile Internet-Based Micromanipulation System with Haptic Guidance for Surgical Training. | Jialin Lin, Xiaoqing Guo, Wen Fan, Wei Li, Yuanyi Wang, Jiaming Liang, Jindong Liu, Weiru Liu, Lei Wei, Dandan Zhang |
| 2023 | SMC | TCFP: A Novel Privacy-Aware Edge Vehicular Trajectory Compression Scheme Using Fuzzy Markovian Prediction. | Yinglong Li, Zhiwei Huang, Tieming Chen, Xinchen Xu, Weiru Liu, Mingqi Lv |
| 2022 | ICAART | A Smart Home Testbed for Evaluating XAI with Non-experts. | Kevin McAreavey, Kim Bauters, Weiru Liu |
| 2022 | ICAART | Developing and Experimenting on Approaches to Explainability in AI Systems. | Yuhao Zhang, Kevin McAreavey, Weiru Liu |
| 2022 | IJCNN | Ego-graph Replay based Continual Learning for Misinformation Engagement Prediction. | Hongbo Bo, Ryan McConville, Jun Hong, Weiru Liu |
| 2021 | IJCNN | Social Influence Prediction with Train and Test Time Augmentation for Graph Neural Networks. | Hongbo Bo, Ryan McConville, Jun Hong, Weiru Liu |
| 2021 | IWQoS | FuzzySkyline: QoS-Aware Fuzzy Skyline Parking Recommendation Using Edge Traffic Facilities. | Yinglong Li, Jiaye Zhang, Tieming Chen, Weiru Liu |
| 2020 | WWW | Social Network Influence Ranking via Embedding Network Interactions for User Recommendation. | Hongbo Bo, Ryan McConville, Jun Hong, Weiru Liu |
| 2019 | ICTAI | An Efficient Semantic Segmentation Method using Pyramid ShuffleNet V2 with Vortex Pooling. | Jiansheng Dong, Jingling Yuan, Lin Li, Xian Zhong, Weiru Liu |
| 2019 | ICTAI | Intention Interleaving Via Classical Replanning. | Mengwei Xu, Kevin McAreavey, Kim Bauters, Weiru Liu |
| 2019 | KSEM | Assessing Semantic Similarity Between Concepts Using Wikipedia Based on Nonlinear Fitting. | Guangjian Huang, Yuncheng Jiang, Wenjun Ma, Weiru Liu |
| 2019 | KSEM | A Trust Network Model Based on Hesitant Fuzzy Linguistic Term Sets. | Jieyu Zhan, Yuncheng Jiang, Wenjun Ma, Xudong Luo, Weiru Liu |
| 2018 | AAAI | Expected Utility with Relative Loss Reduction: A Unifying Decision Model for Resolving Four Well-Known Paradoxes. | Wenjun Ma, Yuncheng Jiang, Weiru Liu, Xudong Luo, Kevin McAreavey |
| 2018 | ICTAI | A Framework for Plan Library Evolution in BDI Agent Systems. | Mengwei Xu, Kim Bauters, Kevin McAreavey, Weiru Liu |
| 2017 | ICAART | Modelling and Reasoning with Uncertain Event-observations for Event Inference. | Sarah Calderwood, Kevin McAreavey, Weiru Liu, Jun Hong |
| 2017 | ICTAI | Resource-Based Dynamic Rewards for Factored MDPs. | Ronan Killough, Kim Bauters, Kevin McAreavey, Weiru Liu, Jun Hong |
| 2016 | ICAART | Risk-aware Planning in BDI Agents. | Ronan Killough, Kim Bauters, Kevin McAreavey, Weiru Liu, Jun Hong |
| 2016 | ICDE | Accelerating large scale centroid-based clustering with locality sensitive hashing. | Ryan McConville, Xin Cao, Weiru Liu, Paul Miller |
| 2016 | ICTAI | A Collaborative Multiagent Framework Based on Online Risk-Aware Planning and Decision-Making. | Ivan Palomares, Ronan Killough, Kim Bauters, Weiru Liu, Jun Hong |
| 2016 | TrustCom | Natural Laws as a Baseline for Network Anomaly Detection. | Florian Gottwalt, Adrian Waller, Weiru Liu |
| 2015 | ECSQARU | Game-Theoretic Resource Allocation with Real-Time Probabilistic Surveillance Information. | Wenjun Ma, Weiru Liu, Kevin McAreavey |
| 2015 | KSEM | Rational Partial Choice Functions and Their Application to Belief Revision. | Jianbing Ma, Weiru Liu, Didier Dubois |
| 2015 | KSEM | Fusion of Static and Temporal Information for Threat Evaluation in Sensor Networks. | Wenjun Ma, Weiru Liu, Jun Hong |
| 2015 | SDM | Vertex Clustering of Augmented Graph Streams. | Ryan McConville, Weiru Liu, Paul Miller |
| 2014 | ECAI | Video Event Recognition by Dempster-Shafer Theory. | Xin Hong, Yan Huang, Wenjun Ma, Paul Miller, Weiru Liu, Huiyu Zhou |
| 2014 | ECAI | An Intelligent Threat Prevention Framework with Heterogeneous Information. | Wenjun Ma, Weiru Liu |
| 2014 | IPMU | An Extended Event Reasoning Framework for Decision Support under Uncertainty. | Wenjun Ma, Weiru Liu, Jianbing Ma, Paul Miller |
| 2014 | ICTAI | A Syntactic Approach to Revising Epistemic States with Uncertain Inputs. | Kim Bauters, Weiru Liu, Jun Hong, Llus Godo, Carles Sierra |
| 2014 | ICTAI | Plan Selection for Probabilistic BDI Agents. | Jianbing Ma, Weiru Liu, Jun Hong, Llus Godo, Carles Sierra |
| 2014 | WWW | History-guided conversational recommendation. | Yasser Salem, Jun Hong, Weiru Liu |
| 2014 | UAI | CAN(PLAN)+: Extending the Operational Semantics of the BDI Architecture to deal with Uncertain Information. | Kim Bauters, Weiru Liu, Jun Hong, Carles Sierra, Llus Godo |
| 2013 | ICINCO | An Architecture of a Multi-Agent System for SCADA - Dealing With Uncertainty, Plans and Actions. | Sarah Calderwood, Weiru Liu, Jun Hong, Michael Loughlin |
| 2013 | IJCAI | An Ambiguity Aversion Framework of Security Games under Ambiguities. | Wenjun Ma, Xudong Luo, Weiru Liu |
| 2013 | MDAI | Toward a General Framework for Information Fusion. | Didier Dubois, Weiru Liu, Jianbing Ma, Henri Prade |
| 2013 | PRIMA | Incorporating PGMs into a BDI Architecture. | Yingke Chen, Jun Hong, Weiru Liu, Llus Godo, Carles Sierra, Michael Loughlin |
| 2012 | INDIN | Information fusion and discounting techniques for decision support in Aerospace. | Fiona Browne, Yan Jin, David A. Bell, Weiru Liu, Colm Higgins, Niall Rooney, Hui Wang |
| 2012 | IPMU | Application of Evidence Theory and Discounting Techniques to Aerospace Design. | Fiona Browne, David A. Bell, Weiru Liu, Yan Jin, Colm Higgins, Niall Rooney, Hui Wang, Jann Mller |
| 2012 | KR | Revising Partial Pre-Orders with Partial Pre-Orders: A Unit-Based Revision Framework. | Jianbing Ma, Salem Benferhat, Weiru Liu |
| 2011 | CIKM | Detecting anomalies in graphs with numeric labels. | Michael Davis, Weiru Liu, Paul Miller, George Redpath |
| 2011 | ECSQARU | Adaptive Dialogue Strategy Selection through Imprecise Probabilistic Query Answering. | Ian M. O'Neill, Anbu Yue, Weiru Liu, Philip Hanna |
| 2011 | KSEM | An Approach to Generating Proposals for Handling Inconsistent Software Requirements. | Kedian Mu, Weiru Liu, Zhi Jin |
| 2011 | UAI | Belief change with noisy sensing in the situation calculus. | Jianbing Ma, Weiru Liu, Paul Miller |
| 2010 | AAAI | A Belief Revision Framework for Revising Epistemic States with Partial Epistemic States. | Jianbing Ma, Weiru Liu, Salem Benferhat |
| 2010 | AAAI | Inducing Probability Distributions from Knowledge Bases with (In)dependence Relations. | Jianbing Ma, Weiru Liu, Anthony Hunter |
| 2010 | AVSS | Intelligent Sensor Information System For Public Transport - To Safely Go... | Paul Miller, Weiru Liu, Chris Fowler, Huiyu Zhou, Jiali Shen, Jianbing Ma, Jianguo Zhang, WeiQi Yan, Kieran McLaughlin, Sakir Sezer |
| 2010 | ICTAI | Revision Rules in the Theory of Evidence. | Jianbing Ma, Weiru Liu, Didier Dubois, Henri Prade |
| 2010 | KSEM | A Comparison of Merging Operators in Possibilistic Logic. | Guilin Qi, Weiru Liu, David A. Bell |
| 2010 | KSEM | A Concept Hierarchy Based Ontology Mapping Approach. | Ying Wang, Weiru Liu, David A. Bell |
| 2010 | UAI | Merging Knowledge Bases in Possibilistic Logic by Lexicographic Aggregation. | Guilin Qi, Jianfeng Du, Weiru Liu, David A. Bell |
| 2009 | AVSS | Event Composition with Imperfect Information for Bus Surveillance. | Jianbing Ma, Weiru Liu, Paul Miller, WeiQi Yan |
| 2009 | ECSQARU | Knowledge Base Stratification and Merging Based on Degree of Support. | Anthony Hunter, Weiru Liu |
| 2009 | ECSQARU | The Non-archimedean Polynomials and Merging of Stratified Knowledge Bases. | Jianbing Ma, Weiru Liu, Anthony Hunter |
| 2009 | FlAIRS | Modeling Belief Change on Epistemic States. | Jianbing Ma, Weiru Liu |
| 2009 | IJCAI | A Syntax-based Framework for Merging Imprecise Probabilistic Logic Programs. | Anbu Yue, Weiru Liu |
| 2008 | AAAI | Revising Imprecise Probabilistic Beliefs in the Framework of Probabilistic Logic Programming. | Anbu Yue, Weiru Liu |
| 2008 | ECAI | A General Model for Epistemic State Revision using Plausibility Measures. | Jianbing Ma, Weiru Liu |
| 2008 | ECAI | Belief Revision through Forgetting Conditionals in Conditional Probabilistic Logic Programs. | Anbu Yue, Weiru Liu |
| 2007 | ECSQARU | Conflict Analysis and Merging Operators Selection in Possibility Theory. | Weiru Liu |
| 2007 | ECSQARU | Approaches to Constructing a Stratified Merged Knowledge Base. | Anbu Yue, Weiru Liu, Anthony Hunter |
| 2007 | KSEM | A Merging-Based Approach to Handling Inconsistency in Locally Prioritized Software Requirements. | Kedian Mu, Weiru Liu, Zhi Jin, Ruqian Lu, Anbu Yue, David A. Bell |
| 2006 | AAAI | Merging Stratified Knowledge Bases under Constraints. | Guilin Qi, Weiru Liu, David A. Bell |
| 2006 | JELIA | Knowledge Base Revision in Description Logics. | Guilin Qi, Weiru Liu, David A. Bell |
| 2006 | KSEM | LCS: A Linguistic Combination System for Ontology Matching. | Qiu Ji, Weiru Liu, Guilin Qi, David A. Bell |
| 2006 | KSEM | Measuring Conflict Between Possibilistic Uncertain Information Through Belief Function Theory. | Weiru Liu |
| 2006 | KSEM | Quota-Based Merging Operators for Stratified Knowledge Bases. | Guilin Qi, Weiru Liu, David A. Bell |
| 2005 | ECSQARU | Measuring the Quality of Uncertain Information Using Possibilistic Logic. | Anthony Hunter, Weiru Liu |
| 2005 | ECSQARU | Measuring Inconsistency in Requirements Specifications. | Kedian Mu, Zhi Jin, Ruqian Lu, Weiru Liu |
| 2005 | ECSQARU | Multiple Semi-revision in Possibilistic Logic. | Guilin Qi, Weiru Liu, David A. Bell |
| 2005 | ECSQARU | Combining Multiple Knowledge Bases by Negotiation: A Possibilistic Approach. | Guilin Qi, Weiru Liu, David A. Bell |
| 2005 | IJCAI | Measuring conflict and agreement between two prioritized belief bases. | Guilin Qi, Weiru Liu, David A. Bell |
| 2005 | UAI | A Revision-Based Approach to Resolving Conflicting Information. | Guilin Qi, Weiru Liu, David A. Bell |
| 2004 | IDEAS | Analyzing the Effect of Network States in Query Cost Estimation over the Internet. | Zhining Liao, Weiru Liu, Jun Hong |
| 2004 | KR | A Split-Combination Method for Merging Inconsistent Possibilistic Knowledge Bases. | Guilin Qi, Weiru Liu, David H. Glass |
| 2003 | ECSQARU | Computational-Workload Based Binarization and Partition of Qualitative Markov Trees for Belief Combination. | Weiru Liu, Xin Hong, Kenneth Adamson |
| 2001 | ECSQARU | Reasoning about Knowledge Using Rough Sets. | Weiru Liu |
| 1999 | ICTAI | Using Parallel Techniques to Improve the Computational Efficiency of Evidential Combination. | Xin Hong, Kenneth Adamson, Weiru Liu |
| 1997 | AISTATS | An Algorithm for Bayesian Network Construction from Data. | Jie Cheng, David A. Bell, Weiru Liu |
| 1997 | CIKM | Learning Belief Networks from Data: An Information Theory Based Approach. | Jie Cheng, David A. Bell, Weiru Liu |
| 1996 | ICTAI | A Practical Approach to Knowledge Representation and Reasoning in Relational Databases. | Jie Cheng, David A. Bell, Weiru Liu |
| 1993 | ECSQARU | Recovering Incedence Functions. | Weiru Liu, Alan Bundy, David Stuart Robertson |
| 1993 | ECSQARU | On the Relations between Incidence Calculus and ATMS. | Weiru Liu, Alan Bundy, David Stuart Robertson |
| 1992 | UAI | Representing Heuristic Knowledge in D-S Theory. | Weiru Liu, John G. Hughes, Michael F. McTear |
| 1990 | ICTAI | An extended framework for evidential reasoning systems. | Weiru Liu, Jun Hong, Michael F. McTear |