| 2026 | AAAI | MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents. | Renke Dai, Hebin Hu, Jiahui Zhang, Yilin Kang, Ah-Hwee Tan |
| 2026 | AAAI | Interpretable Machine Learning for In-Home Mild Cognitive Impairment Detection. | Budhitama Subagdja, D. Shanthoshigaa, Ah-Hwee Tan, Iris Rawtaer |
| 2026 | AAAI | ARTEM: Enhancing Large Language Model Agents with Spatial-Temporal Episodic Memory. | Cassandra Hui-Ming Tan, Budhitama Subagdja, Ah-Hwee Tan |
| 2025 | ICLR | CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation. | Jie Liu, Pan Zhou, Yingjun Du, Ah-Hwee Tan, Cees G. M. Snoek, Jan-Jakob Sonke, Efstratios Gavves |
| 2025 | IJCAI | L2M2: A Hierarchical Framework Integrating Large Language Model and Multi-agent Reinforcement Learning. | Minghong Geng, Shubham Pateria, Budhitama Subagdja, Lin Li, Xin Zhao, Ah-Hwee Tan |
| 2024 | IJCNN | FedSTEM-ADL: A Federated Spatial-Temporal Episodic Memory Model for ADL Prediction. | Doudou Wu, Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan |
| 2021 | IJCNN | Interpretable Goal Recognition for Path Planning with ART Networks. | Yue Hu, Kai Xu, Budhitama Subagdja, Ah-Hwee Tan, Quanjun Yin |
| 2021 | ICTAI | Stock Market Trend Forecasting Based on Multiple Textual Features: A Deep Learning Method. | Zhenda Hu, Zhaoxia Wang, Seng-Beng Ho, Ah-Hwee Tan |
| 2020 | IJCAI | Who Am I?: Towards Social Self-Awareness for Intelligent Agents. | Budhitama Subagdja, Han Yi Tay, Ah-Hwee Tan |
| 2019 | AAAI | Modelling Autobiographical Memory Loss across Life Span. | Di Wang, Ah-Hwee Tan, Chunyan Miao, Ahmed A. Moustafa |
| 2018 | AAAI | Perception Coordination Network: A Framework for Online Multi-Modal Concept Acquisition and Binding. | Youlu Xing, Furao Shen, Jinxi Zhao, Jingxin Pan, Ah-Hwee Tan |
| 2018 | CVPR | CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. | Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot |
| 2017 | AAAI | Active Video Summarization: Customized Summaries via On-line Interaction with the User. | Ana Garcia del Molino, Xavier Boix, Joo-Hwee Lim, Ah-Hwee Tan |
| 2017 | AAAI | Towards a Brain Inspired Model of Self-Awareness for Sociable Agents. | Budhitama Subagdja, Ah-Hwee Tan |
| 2017 | ICCV | Benchmarking Single-Image Reflection Removal Algorithms. | Renjie Wan, Boxin Shi, Ling-Yu Duan, Ah-Hwee Tan, Alex C. Kot |
| 2017 | IJCAI | Encoding and Recall of Spatio-Temporal Episodic Memory in Real Time. | Poo-Hee Chang, Ah-Hwee Tan |
| 2016 | ICIP | Depth of field guided reflection removal. | Renjie Wan, Boxin Shi, Ah-Hwee Tan, Alex C. Kot |
| 2016 | IJCNN | Self-regulated incremental clustering with focused preferences. | Di Wang, Ah-Hwee Tan |
| 2015 | IJCAI | An Adaptive Computational Model for Personalized Persuasion. | Yilin Kang, Ah-Hwee Tan, Chunyan Miao |
| 2015 | IJCNN | A comparative study between motivated learning and reinforcement learning. | James T. Graham, Janusz A. Starzyk, Zhen Ni, Haibo He, Teck-Hou Teng, Ah-Hwee Tan |
| 2014 | IJCNN | User daily activity pattern learning: A multi-memory modeling approach. | Shan Gao, Ah-Hwee Tan |
| 2014 | IJCNN | Integrating self-organizing neural network and Motivated Learning for coordinated multi-agent reinforcement learning in multi-stage stochastic game. | Teck-Hou Teng, Ah-Hwee Tan, Janusz A. Starzyk, Yuan-Sin Tan, Loo-Nin Teow |
| 2014 | IJCNN | Mobile humanoid agent with mood awareness for elderly care. | Di Wang, Ah-Hwee Tan |
| 2014 | SDM | Community Discovery in Social Networks via Heterogeneous Link Association and Fusion. | Lei Meng, Ah-Hwee Tan |
| 2013 | IJCNN | Vigilance adaptation in adaptive resonance theory. | Lei Meng, Ah-Hwee Tan, Donald C. Wunsch |
| 2013 | IVA | Self-organizing Cognitive Models for Virtual Agents. | Yilin Kang, Ah-Hwee Tan |
| 2012 | AAMAS | Virtual characters in agent-augmented co-space (demonstration). | Yilin Kang, Budhitama Subagdja, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao |
| 2012 | AAMAS | Memory formation, consolidation, and forgetting in learning agents. | Budhitama Subagdja, Wenwen Wang, Ah-Hwee Tan, Yuan-Sin Tan, Loo-Nin Teow |
| 2012 | CEC | An evolutionary search paradigm that learns with past experiences. | Liang Feng, Yew-Soon Ong, Ivor Wai-Hung Tsang, Ah-Hwee Tan |
| 2012 | FUSION | Adaptive CGF for pilots training in air combat simulation. | Teck-Hou Teng, Ah-Hwee Tan, Wee-Sze Ong, Kien-Lip Lee |
| 2012 | ICIS | Investigating Intelligent Agents in a 3D Virtual World. | Yilin Kang, Fiona Fui-Hoon Nah, Ah-Hwee Tan |
| 2012 | IJCNN | Semi-supervised hierarchical clustering for personalized web image organization. | Lei Meng, Ah-Hwee Tan |
| 2012 | IJCNN | A biologically-inspired affective model based on cognitive situational appraisal. | Feng Shu, Ah-Hwee Tan |
| 2012 | IJCNN | Self-organizing neural networks for learning air combat maneuvers. | Teck-Hou Teng, Ah-Hwee Tan, Yuan-Sin Tan, Adrian Yeo |
| 2012 | IJCNN | A self-organizing multi-memory system for autonomous agents. | Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan |
| 2012 | MMM | Topic Based Query Suggestions for Video Search. | Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia |
| 2011 | CEC | Towards human-like social multi-agents with memetic automaton. | Liang Feng, Yew-Soon Ong, Ah-Hwee Tan, Xianshun Chen |
| 2011 | SDM | Learning Feature Dependencies for Noise Correction in Biomedical Prediction. | Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang |
| 2010 | ATC | Agent-Augmented Co-Space: Toward Merging of Real World and Cyberspace. | Ah-Hwee Tan, Yilin Kang |
| 2010 | CEC | Towards probabilistic memetic algorithm: An initial study on capacitated arc routing problem. | Liang Feng, Yew-Soon Ong, Quang Huy Nguyen, Ah-Hwee Tan |
| 2010 | CW | Youth Olympic Village Co-space. | Zin-Yan Chua, Yilin Kang, Xing Jiang, Kah-Hoe Pang, Andrew C. Gregory, Chi-Yun Tan, Wai-Lun Wong, Ah-Hwee Tan, Yew-Soon Ong, Chunyan Miao |
| 2010 | IJCNN | Self-organizing neural networks for behavior modeling in games. | Shu Feng, Ah-Hwee Tan |
| 2010 | IJCNN | Self-organizing agents for reinforcement learning in virtual worlds. | Yilin Kang, Ah-Hwee Tan |
| 2010 | IJCNN | Mental development and representation building through motivated learning. | Janusz A. Starzyk, Pawel Raif, Ah-Hwee Tan |
| 2010 | IJCNN | A self-organizing approach to episodic memory modeling. | Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Janusz A. Starzyk |
| 2009 | BMVC | A Latent Model for Visual Disambiguation of Keyword-based Image Search. | Kong-Wah Wan, Ah-Hwee Tan, Joo-Hwee Lim, Liang-Tien Chia, Sujoy Roy |
| 2008 | FUSION | A self-organizing neural model for multimedia information fusion. | Luong-Dong Nguyen, Kia-Yan Woon, Ah-Hwee Tan |
| 2008 | IJCNN | Self-organizing neural models integrating rules and reinforcement learning. | Teck-Hou Teng, Zhong-Ming Tan, Ah-Hwee Tan |
| 2007 | AAAI | Learning Causal Models for Noisy Biological Data Mining: An Application to Ovarian Cancer Detection. | Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang |
| 2007 | IJCAI | Direct Code Access in Self-Organizing Neural Networks for Reinforcement Learning. | Ah-Hwee Tan |
| 2007 | ISNN | Intelligence Through Interaction: Towards a Unified Theory for Learning. | Ah-Hwee Tan, Gail A. Carpenter, Stephen Grossberg |
| 2007 | MMM | Integrating Semantic Templates with Decision Tree for Image Semantic Learning. | Ying Liu, Dengsheng Zhang, Guojun Lu, Ah-Hwee Tan |
| 2007 | PADS | The Multi-Agent Data Collection in HLA-Based Simulation System. | Hengjie Song, Zhiqi Shen, Chunyan Miao, Ah-Hwee Tan, Guopeng Zhao |
| 2006 | AAAI | OntoSearch: A Full-Text Search Engine for the Semantic Web. | Xing Jiang, Ah-Hwee Tan |
| 2006 | DEXA | Mining RDF Metadata for Generalized Association Rules. | Tao Jiang, Ah-Hwee Tan |
| 2006 | ISNN | Self-organizing Neural Architecture for Reinforcement Learning. | Ah-Hwee Tan |
| 2006 | MDM | Discovering Causal Dependencies in Mobile Context-Aware Recommenders. | Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang |
| 2006 | PRICAI | A Hybrid Architecture Combining Reactive Plan Execution and Reactive Learning. | Samin Karim, Liz Sonenberg, Ah-Hwee Tan |
| 2006 | VTC | Wireless Indoor Positioning System with Enhanced Nearest Neighbors in Signal Space Algorithm. | Quang Tran, Juki Wirawan Tantra, Chuan Heng Foh, Ah-Hwee Tan, Kin Choong Yow, Dongyu Qiu |
| 2006 | WWW | Mining RDF metadata for generalized association rules: knowledge discovery in the semantic web era. | Tao Jiang, Ah-Hwee Tan |
| 2006 | WWW | Learning and inferencing in user ontology for personalized semantic web services. | Xing Jiang, Ah-Hwee Tan |
| 2005 | ICDM | Mining Ontological Knowledge from Domain-Specific Text Documents. | Xing Jiang, Ah-Hwee Tan |
| 2005 | MDM | Dynamically-optimized context in recommender systems. | Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang |
| 2004 | IJCNN | FALCON: a fusion architecture for learning, cognition, and navigation. | Ah-Hwee Tan |
| 2003 | ICDM | Mining Semantic Networks for Knowledge Discovery. | Kanagasabai Rajaraman, Ah-Hwee Tan |
| 2003 | IJCNN | Self-organizing neural networks for efficient clustering of gene expression data. | Ji He, Ah-Hwee Tan, Chew Lim Tan |
| 2002 | CIKM | Knowledge discovery from texts: a concept frame graph approach. | Kanagasabai Rajaraman, Ah-Hwee Tan |
| 2002 | PAKDD | Adding Personality to Information Clustering. | Ah-Hwee Tan, Hong Pan |
| 2001 | CIKM | FOCI: Flexible Organizer for Competitive Intelligence. | Hwee-Leng Ong, Ah-Hwee Tan, Jamie Ng, Hong Pan, Qiu-Xiang Li |
| 2001 | PAKDD | Topic Detection, Tracking, and Trend Analysis Using Self-Organizing Neural Networks. | Kanagasabai Rajaraman, Ah-Hwee Tan |
| 2001 | PAKDD | Predictive Self-Organizing Networks for Text Categorization. | Ah-Hwee Tan |
| 2000 | PAKDD | Predictive Adaptive Resonance Theory and Knowledge Discovery in Databases. | Ah-Hwee Tan, Hui-Shin Vivien Soon |
| 2000 | PRICAI | A Comparative Study on Chinese Text Categorization Methods. | Ji He, Ah-Hwee Tan, Chew Lim Tan |
| 1996 | PRICAI | An Application of Hierarchical Knowledge Integration in Hand-Written Form Processing. | Fon-Lin Lai, Joo-Hwee Lim, Liya Ding, Ah-Hwee Tan, Ho-Chung Lui |
| 1990 | IJCNN | INSIDE: a neuronet based hardware fault diagnostic system. | Ah-Hwee Tan, Q. Pan, H. C. Lui, H. H. Teh |