| 2026 | AAAI | 10 Open Challenges Steering the Future of Vision-Language-Action Models. | Soujanya Poria, Navonil Majumder, Chia-Yu Hung, Amir Ali Bagherzadeh, Chuan Li, Kenneth Kwok, Ziwei Wang, Cheston Tan, Jiajun Wu, David Hsu |
| 2026 | WWW | Unveiling and Mitigating Untargeted Poisoning Attacks on Federated Knowledge Graph Embedding. | Wenzheng Jiang, Ke Liang, Wenke Huang, Xiongtao Zhang, Zhenxing Xu, Guancheng Wan, Cheston Tan, Flint Xiaofeng Fan, Ji Wang |
| 2025 | ACL | Theory of Mind in Large Language Models: Assessment and Enhancement. | Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan |
| 2025 | ACL | How do Transformer Embeddings Represent Compositions? A Functional Analysis. | Aishik Nagar, Ishaan Singh Rawal, Mansi Dhanania, Cheston Tan |
| 2025 | ICCV | GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding. | Zijun Lin, Shuting He, Cheston Tan, Bihan Wen |
| 2025 | ICIP | Stencil: Subject-Driven Generation with Context Guidance. | Gordon Chen, Ziqi Huang, Cheston Tan, Ziwei Liu |
| 2025 | IJCNN | Position Paper: Rethinking Privacy in RL for Sequential Decision-making in the Age of LLMs. | Flint Xiaofeng Fan, Cheston Tan, Roger Wattenhofer, Yew-Soon Ong |
| 2025 | WACV | Inferring Past Human Actions in Homes with Abductive Reasoning. | Clement Tan, Chai Kiat Yeo, Cheston Tan, Basura Fernando |
| 2024 | EMNLP | LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments. | Ruirui Chen, Weifeng Jiang, Chengwei Qin, Ishaan Singh Rawal, Cheston Tan, Dongkyu Choi, Bo Xiong, Bo Ai |
| 2024 | ICLR | Dissecting Zero-Shot Visual Reasoning Capabilities in Vision and Language Models. | Aishik Nagar, Shantanu Jaiswal, Cheston Tan |
| 2024 | ICML | Dissecting Multimodality in VideoQA Transformer Models by Impairing Modality Fusion. | Ishaan Singh Rawal, Alexander Matyasko, Shantanu Jaiswal, Basura Fernando, Cheston Tan |
| 2024 | ICPR | Can LLMs Perform Structured Graph Reasoning Tasks? | Palaash Agrawal, Shavak Vasania, Cheston Tan |
| 2024 | IJCAI | Social Learning through Interactions with Other Agents: A Survey. | Dylan Hillier, Cheston Tan, Jing Jiang |
| 2024 | IJCNN | Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis. | Aishik Nagar, Shantanu Jaiswal, Cheston Tan |
| 2023 | CogSci | A Benchmark for Modeling Violation-of-Expectation in Physical Reasoning Across Event Categories. | Arijit Dasgupta, Jiafei Duan, Yi Lin, Su-Hua Wang, Rene Baillargeon, Cheston Tan |
| 2023 | ICCV | DetermiNet: A Large-Scale Diagnostic Dataset for Complex Visually-Grounded Referencing using Determiners. | Clarence Lee, M. Ganesh Kumar, Cheston Tan |
| 2022 | ECCV | PIP: Physical Interaction Prediction via Mental Simulation with Span Selection. | Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan |
| 2022 | ECCV | TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs. | Shantanu Jaiswal, Basura Fernando, Cheston Tan |
| 2022 | IJCAI | A Survey on Machine Learning Approaches for Modelling Intuitive Physics. | Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan |
| 2021 | ICIP | A Diagnostic Study Of Visual Question Answering With Analogical Reasoning. | Ziqi Huang, Hongyuan Zhu, Ying Sun, Dongkyu Choi, Cheston Tan, Joo-Hwee Lim |
| 2020 | ICIP | Actionet: An Interactive End-To-End Platform For Task-Based Data Collection And Augmentation In 3D Environment. | Jiafei Duan, Samson Yu, Hui Li Tan, Cheston Tan |
| 2020 | ICPR | 6D Pose Estimation with Correlation Fusion. | Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim |
| 2019 | CVPR | An End-To-End Network for Generating Social Relationship Graphs. | Arushi Goel, Keng Teck Ma, Cheston Tan |
| 2017 | IJCAI | Object Detection Meets Knowledge Graphs. | Yuan Fang, Kingsley Kuan, Jie Lin, Cheston Tan, Vijay Chandrasekhar |
| 2014 | ACCV | A Wearable Face Recognition System on Google Glass for Assisting Social Interactions. | Bappaditya Mandal, Shue-Ching Chia, Liyuan Li, Vijay Chandrasekhar, Cheston Tan, Joo-Hwee Lim |
| 2014 | CVPR | Efficient Retrieval from Large-Scale Egocentric Visual Data Using a Sparse Graph Representation. | Wu Min, Xiao Li, Cheston Tan, Bappaditya Mandal, Liyuan Li, Joo-Hwee Lim |
| 2014 | CVPR | Understanding the Nature of First-Person Videos: Characterization and Classification Using Low-Level Features. | Cheston Tan, Hanlin Goh, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim |
| 2014 | ICPR | Incremental Graph Clustering for Efficient Retrieval from Streaming Egocentric Video Data. | Vijay Chandrasekhar, Cheston Tan, Wu Min, Liyuan Li, Xiaoli Li, Joo-Hwee Lim |
| 2013 | CogSci | Visual Recognition using a Combination of Shape and Color Features. | Sepehr Jalali, Cheston Tan, Joo-Hwee Lim, Jo Yew Tham, Sim Heng Ong, Paul J. Seekings, Elizabeth A. Taylor |
| 2013 | CogSci | Encoding Co-occurrence of Features in the HMAX Model. | Sepehr Jalali, Cheston Tan, Joo-Hwee Lim, Jo Yew Tham, Sim Heng Ong, Paul J. Seekings, Elizabeth A. Taylor |
| 2013 | ICONIP | A Wearable Cognitive Vision System for Navigation Assistance in Indoor Environment. | Liyuan Li, Gang S. Wang, Weixun Goh, Joo-Hwee Lim, Cheston Tan |
| 2013 | IJCNN | The use of optical and sonar images in the human and dolphin brain for image classification. | Sepehr Jalali, Paul J. Seekings, Cheston Tan, Aiswarya Ratheesh, Joo-Hwee Lim, Elizabeth A. Taylor |
| 2013 | IJCNN | Classification of marine organisms in underwater images using CQ-HMAX biologically inspired color approach. | Sepehr Jalali, Paul J. Seekings, Cheston Tan, Hazel Z. W. Tan, Joo-Hwee Lim, Elizabeth A. Taylor |