| 2026 | AAAI | CLER: Improving Multimodal Financial Reasoning by Cross-MLLM Error Reflection. | Shuangyan Deng, Zhongsheng Wang, Rui Mao, Ciprian Doru Giurcaneanu, Jiamou Liu |
| 2026 | ACL | Disentangling Reasoning Logic to Resolve Explicit Knowledge Conflicts. | Xianda Zheng, Zijian Huang, Meng-Fen Chiang, Jiamou Liu, Yuan Fang, Michael J. Witbrock, Kaiqi Zhao |
| 2026 | INFOCOM | Reputation-Based Leader Election under Partial Synchrony: Towards a Protocol-Independent Abstraction with Enhanced Guarantees. | Xuyang Liu, Zijian Zhang, Zhen Li, Jiahang Sun, Jiamou Liu, Peng Jiang |
| 2026 | KSEM | WEAVER: Weaving Learnersourced Questions into High-Quality Assessments with AI. | Lin Ni, Sijing Yin, Paul Denny, Jiamou Liu |
| 2026 | WWW | Multi-source Multi-level Multi-token Ethereum Dataset and Benchmark Platform. | Haoyuan Li, Mengxiao Zhang, Maoyuan Li, Jianzheng Li, Zijian Zhang, Junyi Yang, Shuangyan Deng, Jiamou Liu |
| 2026 | WWW | Combating Knowledge Corruption in Agent Systems: A Byzantine-Tolerant Secure Collaborative RAG Framework. | Zhaoqi Wang, Daqing He, Zijian Zhang, Ye Liu, Jiamou Liu, Zhirui Zeng, Zhan Qin, Zhen Li, Xin Li, Hongwei Yao, Jincheng An, Yong Liu, Yi Li, Qi Sun, Xiulei Liu, Liehuang Zhu |
| 2025 | AAAI | Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models. | Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gal Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu |
| 2025 | AAAI | Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding. | Mingyue Zhang, Nianyu Li, Yi Chen, Jialong Li, Xiaoyi Zhang, Hengjun Zhao, Jiamou Liu, Wu Chen |
| 2025 | ACL | S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems. | Zhirui Zeng, Jiamou Liu, Meng-Fen Chiang, Jialing He, Zijian Zhang |
| 2025 | COCOON | Redefining Entity Integration: Theoretical Insights for GNN-Based Recommender Systems. | Yifei Wang, Jiayan Zhu, Yao Xu, Xin Li, Jiamou Liu |
| 2025 | EMNLP | Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation. | Yuanchi Ma, Jiamou Liu, Hui He, Libo Zhang, Haoyuan Li, Zhendong Niu |
| 2025 | IJCAI | Situational-Constrained Sequential Resources Allocation via Reinforcement Learning. | Libo Zhang, Yang Chen, Toru Takisaka, Kaiqi Zhao, Weidong Li, Jiamou Liu |
| 2025 | IJCNLP | LLM-based Business Process Models Generation from Textual Descriptions. | Xiaoxuan Li, Lin Ni, Xin Wang, Tang Yitong, Ruoxuan Li, Jiamou Liu, Zhongsheng Wang |
| 2024 | AAAI | Meta-Inverse Reinforcement Learning for Mean Field Games via Probabilistic Context Variables. | Yang Chen, Xiao Lin, Bo Yan, Libo Zhang, Jiamou Liu, Neset zkan Tan, Michael Witbrock |
| 2024 | AAAI | Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy. | Lin Ni, Sijie Wang, Zeyu Zhang, Xiaoxuan Li, Xianda Zheng, Paul Denny, Jiamou Liu |
| 2024 | ACL | Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning. | Qiming Bao, Alex Yuxuan Peng, Zhenyun Deng, Wanjun Zhong, Gal Gendron, Timothy Pistotti, Neset Tan, Nathan Young, Yang Chen, Yonghua Zhu, Paul Denny, Michael Witbrock, Jiamou Liu |
| 2024 | ACL | SKGSum: Structured Knowledge-Guided Document Summarization. | Qiqi Wang, Ruofan Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Jiamou Liu, Xianda Zheng, Zijian Huang |
| 2024 | AusDM | PrivCQ: Trading Multi-dimensional Conditional Queries Under Personalised Local Differential Privacy. | Mengxiao Zhang, Weidong Li, Yiping Liu, Bakh Khoussainov, Jiamou Liu |
| 2024 | CAV | Lexicographic Ranking Supermartingales with Lazy Lower Bounds. | Toru Takisaka, Libo Zhang, Changjiang Wang, Jiamou Liu |
| 2024 | ECAI | Meta-Mechanisms for Combinatorial Auctions over Social Networks. | Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov |
| 2024 | ECAI | Balancing Efficiency with Equality: Auction Design with Group Fairness Concerns. | Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov |
| 2024 | ICDE | TP-GNN: Continuous Dynamic Graph Neural Network for Graph Classification. | Jie Liu, Jiamou Liu, Kaiqi Zhao, Yanni Tang, Wu Chen |
| 2024 | ICONIP | Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning. | Qiming Bao, Gal Gendron, Alex Yuxuan Peng, Wanjun Zhong, Neset Tan, Yang Chen, Michael Witbrock, Jiamou Liu |
| 2024 | IJCNN | Enhancing Data Augmentation with Knowledge-enriched Data Generation via Dynamic Prompt-tuning Method. | Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock |
| 2024 | IJCNN | Epic-Level Text Generation with LLM through Auto-prompted Reinforcement Learning. | Qianqian Qi, Lin Ni, Zhongsheng Wang, Libo Zhang, Jiamou Liu, Michael Witbrock |
| 2024 | IJCNN | ChatLogic: Integrating Logic Programming with Large Language Models for Multi-Step Reasoning. | Zhongsheng Wang, Jiamou Liu, Qiming Bao, Hongfei Rong, Jingfeng Zhang |
| 2024 | PKAW | Optimizing Resource Distribution Towards Energy Justice in Resilient Smart Grids. | Libo Zhang, Yuly Wu, Weidong Li, Song Yang, Yang Chen, Kaiqi Zhao, Jiamou Liu |
| 2023 | AAAI | MSDC: Exploiting Multi-State Power Consumption in Non-intrusive Load Monitoring Based on a Dual-CNN Model. | Jialing He, Jiamou Liu, Zijian Zhang, Yang Chen, Yiwei Liu, Bakh Khoussainov, Liehuang Zhu |
| 2023 | AAAI | USER: Unsupervised Structural Entropy-Based Robust Graph Neural Network. | Yifei Wang, Yupan Wang, Zeyu Zhang, Song Yang, Kaiqi Zhao, Jiamou Liu |
| 2023 | AusDM | Boosting QA Performance Through SA-Net and AA-Net with the Read+Verify Framework. | Liang Tang, Qianqian Qi, Qinghua Shang, Yuguang Cai, Jiamou Liu, Michael Witbrock, Kaokao Lv |
| 2023 | ECAI | Multi-Unit Auction over a Social Network. | Yuan Fang, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov, Mingyu Xiao |
| 2023 | ECAI | Integrated Private Data Trading Systems for Data Marketplaces. | Weidong Li, Mengxiao Zhang, Libo Zhang, Jiamou Liu |
| 2023 | ICLR | A Dynamic Prompt-tuning Method for Data Augmentation with Associated Knowledge. | Qianqian Qi, Qiming Bao, Alex Yuxuan Peng, Jiamou Liu, Michael Witbrock |
| 2023 | IJCNN | MaD: A Dataset for Interview-based BPM in Business Process Management. | Xiaoxuan Li, Lin Ni, Renee Li, Jiamou Liu, Mengxiao Zhang |
| 2023 | QRS | LGLog: Semi-supervised Graph Representation Learning for Anomaly Detection based on System Logs. | Jialong Liu, Yanni Tang, Jiamou Liu, Kaiqi Zhao, Wu Chen |
| 2023 | WWW | RSGNN: A Model-agnostic Approach for Enhancing the Robustness of Signed Graph Neural Networks. | Zeyu Zhang, Jiamou Liu, Xianda Zheng, Yifei Wang, Pengqian Han, Yupan Wang, Kaiqi Zhao, Zijian Zhang |
| 2023 | SIGIR | Contrastive Learning for Signed Bipartite Graphs. | Zeyu Zhang, Jiamou Liu, Kaiqi Zhao, Song Yang, Xianda Zheng, Yifei Wang |
| 2023 | UAI | Incentivising Diffusion while Preserving Differential Privacy. | Fengjuan Jia, Mengxiao Zhang, Jiamou Liu, Bakh Khoussainov |
| 2023 | SETTA | Graph-Based Log Anomaly Detection via Adversarial Training. | Zhangyue He, Yanni Tang, Kaiqi Zhao, Jiamou Liu, Wu Chen |
| 2022 | AAAI | DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions. | Lin Ni, Qiming Bao, Xiaoxuan Li, Qianqian Qi, Paul Denny, Jim Warren, Michael Witbrock, Jiamou Liu |
| 2022 | IJCNLP | TaKG: A New Dataset for Paragraph-level Table-to-Text Generation Enhanced with Knowledge Graphs. | Qianqian Qi, Zhenyun Deng, Yonghua Zhu, Lia Jisoo Lee, Michael Witbrock, Jiamou Liu |
| 2022 | NAACL | From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory. | Jaron Mar, Jiamou Liu |
| 2022 | NeSy | Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation. | Qiming Bao, Alex Yuxuan Peng, Tim Hartill, Neset Tan, Zhenyun Deng, Michael Witbrock, Jiamou Liu |
| 2022 | PAKDD | Interconnected Neural Linear Contextual Bandits with UCB Exploration. | Yang Chen, Miao Xie, Jiamou Liu, Kaiqi Zhao |
| 2022 | PRICAI | An Anomaly Detection Framework for System Logs Based on Ensemble Learning. | Wenjing Xiong, Wu Chen, Jiamou Liu, Kaiqi Zhao |
| 2022 | SIGIR | GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation. | Song Yang, Jiamou Liu, Kaiqi Zhao |
| 2021 | ACL | Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders. | Bin Sun, Shaoxiong Feng, Yiwei Li, Jiamou Liu, Kan Li |
| 2021 | ICDM | Space Meets Time: Local Spacetime Neural Network For Traffic Flow Forecasting. | Song Yang, Jiamou Liu, Kaiqi Zhao |
| 2021 | ICML | From Local to Global Norm Emergence: Dissolving Self-reinforcing Substructures with Incremental Social Instruments. | Yiwei Liu, Jiamou Liu, Kaibin Wan, Zhan Qin, Zijian Zhang, Bakhadyr Khoussainov, Liehuang Zhu |
| 2020 | PAKDD | What's in a Gist? Towards an Unsupervised Gist Representation for Few-Shot Large Document Classification. | Jaron Mar, Jiamou Liu |
| 2020 | UAI | Selling Data at an Auction under Privacy Constraints. | Mengxiao Zhang, Fernando Beltrn, Jiamou Liu |
| 2019 | APWEB | In Pursuit of Social Capital: Upgrading Social Circle Through Edge Rewiring. | Qian Chen, Hongyi Su, Jiamou Liu, Bo Yan, Hong Zheng, He Zhao |
| 2019 | IJCNN | Periodic Neural Networks for Multivariate Time Series Analysis and Forecasting. | Nurilla Avazov, Jiamou Liu, Bakhadyr Khoussainov |
| 2019 | PRICAI | Time-Efficient Network Monitoring Through Confined Search and Adaptive Evaluation. | Qifu Hu, Angsheng Li, Jiamou Liu, Jun Liu |
| 2019 | PRICAI | A Reinforcement Learning Approach to Gaining Social Capital with Partial Observation. | He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Hong Zheng, Bo Yan |
| 2019 | WISE | Can Reinforcement Learning Enhance Social Capital? | He Zhao, Hongyi Su, Yang Chen, Jiamou Liu, Bo Yan, Hong Zheng |
| 2018 | IJCAI | From the Periphery to the Core: Information Brokerage in an Evolving Network. | Bo Yan, Yiping Liu, Jiamou Liu, Yijin Cai, Hongyi Su, Hong Zheng |
| 2018 | IJCNN | Finding Answers from the Word of God: Domain Adaptation for Neural Networks in Biblical Question Answering. | Helen Jiahe Zhao, Jiamou Liu |
| 2018 | PAKDD | Evaluating and Analyzing Reliability over Decentralized and Complex Networks. | Jaron Mar, Jiamou Liu, Yanni Tang, Wu Chen, Tianyi Sun |
| 2018 | PRICAI | Establishing Connections in a Social Network - Radial Versus Medial Centrality Indices. | Yanni Tang, Jiamou Liu, Wu Chen, Zhuoxing Zhang |
| 2018 | PRICAI | A Search Optimization Method for Rule Learning in Board Games. | Hui Wang, Yanni Tang, Jiamou Liu, Wu Chen |
| 2018 | PRIMA | An Agent-Based Approach to Simulate Post-earthquake Indoor Crowd Evacuation. | Lin Ni, Vicente Gonzlez, Jiamou Liu, Anass Rahouti, Libo Zhang, Bun Por Taing |
| 2017 | AAAI | Network, Popularity and Social Cohesion: A Game-Theoretic Approach. | Jiamou Liu, Ziheng Wei |
| 2017 | ER | Contextual Keys. | Ziheng Wei, Sebastian Link, Jiamou Liu |
| 2017 | WISE | Dynamic Relationship Building: Exploitation Versus Exploration on a Social Network. | Bo Yan, Yang Chen, Jiamou Liu |
| 2016 | DASC | Measuring Structural Resilience through a Carrier Network Model. | Ziheng Wei, Jiamou Liu |
| 2016 | IJCAI | How to Build Your Network? A Structural Analysis. | Anastasia Moskvina, Jiamou Liu |
| 2016 | PRICAI | Towards Exposing Cyberstalkers in Online Social Networks. | Jiamou Liu, Yingying Tao, Quan Bai |
| 2015 | CSL | Infinite and Bi-infinite Words with Decidable Monadic Theories. | Dietrich Kuske, Jiamou Liu, Anastasia Moskvina |
| 2015 | ICTAC | A Game of Attribute Decomposition for Software Architecture Design. | Jiamou Liu, Ziheng Wei |
| 2014 | ISAAC | Dynamic Interval Scheduling for Multiple Machines. | Alexander Gavruskin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu |
| 2014 | PRICAI | From a Local to a Global Perspective of Community Detection in Networks. | Jiamou Liu, Ziheng Wei |
| 2013 | IWOCA | Dynamising Interval Scheduling: The Monotonic Case. | Alexander Gavruskin, Bakhadyr Khoussainov, Mikhail Kokho, Jiamou Liu |
| 2013 | MFCS | A Polychromatic Ramsey Theory for Ordinals. | Martin Huschenbett, Jiamou Liu |
| 2012 | CiE | Tree-Automatic Well-Founded Trees. | Alexander Kartzow, Jiamou Liu, Markus Lohrey |
| 2012 | DLT | On State Complexity of Finite Word and Tree Languages. | Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu |
| 2012 | TAMC | Finite Automata over Structures - (Extended Abstract). | Aniruddh Gandhi, Bakhadyr Khoussainov, Jiamou Liu |
| 2011 | CiE | Extracting Winning Strategies in Update Games. | Imran Khaliq, Bakhadyr Khoussainov, Jiamou Liu |
| 2010 | CSL | The Isomorphism Problem for | Dietrich Kuske, Jiamou Liu, Markus Lohrey |
| 2010 | LICS | The Isomorphism Problem on Classes of Automatic Structures. | Dietrich Kuske, Jiamou Liu, Markus Lohrey |
| 2009 | LATA | Analysing Complexity in Classes of Unary Automatic Structures. | Jiamou Liu, Mia Minnes |
| 2009 | MFCS | A Dynamic Algorithm for Reachability Games Played on Trees. | Bakhadyr Khoussainov, Jiamou Liu, Imran Khaliq |
| 2008 | CiE | Computable Categoricity of Graphs with Finite Components. | Barbara F. Csima, Bakhadyr Khoussainov, Jiamou Liu |
| 2008 | TAMC | Unary Automatic Graphs: An Algorithmic Perspective. | Bakhadyr Khoussainov, Jiamou Liu, Mia Minnes |
| 2007 | LFCS | On Complexity of Ehrenfeucht-Frass Games. | Bakhadyr Khoussainov, Jiamou Liu |