- 2024
- Esra Erdem:
Applications of Spatial and Temporal Reasoning in Cognitive Robotics. STRL@IJCAI 2024 - Francisco Bahamondes, Billy Peralta, Orietta Nicolis, Andrés Bronfman, Alvaro Soto:
ConvLSTM Neural Network based on Hexagonal Inputs for Spatio-Temporal Forecasting of Traffic Velocities. STRL@IJCAI 2024 - Mehul Bhatt:
Neurosymbolic Visual Commonsense: On Integrated Reasoning and Learning about Space and Motion in Embodied Multimodal Interaction. STRL@IJCAI 2024 - Jinhyeok Choi, Heehyeon Kim, Minhyeong An, Joyce Jiyoung Whang:
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces. STRL@IJCAI 2024 - Insu Choi, Woosung Koh, Gimin Kang, Yuntae Jang, Woo Chang Kim:
Encoding Temporal Statistical-space Priors via Augmented Representation under Data Scarcity. STRL@IJCAI 2024 - Anthony G. Cohn:
Some Connections between Qualitative Spatial Reasoning and Machine Learning. STRL@IJCAI 2024 - Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt:
A Spatial Loss Function for Gradient Boosted Trees. STRL@IJCAI 2024 - Haoyuan Jiang, Ziyue Li, Zhishuai Li, Lei Bai, Hangyu Mao, Wolfgang Ketter, Rui Zhao:
GESA: A GEneral Scenario-Agnostic Reinforcement Learning for Traffic Signal Control. STRL@IJCAI 2024 - Ryo Koyama, Tomohiro Mimura, Shin Ishiguro, Keisuke Kiritoshi, Takashi Suzuki, Akira Yamada:
Improving Accuracy of Anomaly Detection in Spatial-Temporal Population Data through SHAP Values of Reconstruction Errors. STRL@IJCAI 2024 - Haibin Liao, Li Yuan, Mou Wu:
A spatiotemporal graph neural network with multi granularity for air quality prediction. STRL@IJCAI 2024 - Tanawan Premsri, Parisa Kordjamshidi:
Neuro-symbolic Tuning for Multi-hop Reasoning over Spatial Language. STRL@IJCAI 2024 - Parisa Kordjamshidi, Jae Hee Lee, Mehul Bhatt, Michael Sioutis, Zhiguo Long:
Proceedings of the 3rd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), Jeju island, South Korea, August 5, 2024. CEUR Workshop Proceedings 3827, CEUR-WS.org 2024 [contents] - 2023
- Gourav Datta, Boshi Huang, Nitesh Sekhar, Vivek Yadav, Shih-Yao Lin, Ayush Jaiswal, Prateek Singhal:
Listening Style-Aware Dyadic Facial Motion Generation. STRL@IJCAI 2023 - Margot Geerts, Seppe vanden Broucke, Jochen De Weerdt:
An Evolutionary Geospatial Regression Tree. STRL@IJCAI 2023 - Yameng Guo, Seppe vanden Broucke:
Geospatial Prediction Using Road Topology: A Graph-based Perspective. STRL@IJCAI 2023 - Shufeng Kong:
Advancing Efficient Large-Scale Constraint Optimization Problem Solving by Integrating Machine Learning and Automated Reasoning. STRL@IJCAI 2023 - Shufeng Kong, Caihua Liu, Carla P. Gomes:
IPGPT: Solving Integer Programming Problems with Sequence to Contrastive Multi-Label Learning. STRL@IJCAI 2023 - Parisa Kordjamshidi:
Spatial and Temporal Reasoning with LLMs for Natural Language Comprehension and Grounding. STRL@IJCAI 2023 - ChungYi Lin, Shen-Lung Tung, Winston H. Hsu:
Geographical Cellular Traffic Prediction with Multivariate Spatio-Temporal Modeling. STRL@IJCAI 2023 - Roshanak Mirzaee, Parisa Kordjamshidi:
Dual-Phase Models for Extracting Information and Symbolic Reasoning: A Case-Study in Spatial Reasoning. STRL@IJCAI 2023 - Junjie Peng, Michael Sioutis, Zhiguo Long:
On Neuro-Symbolic Challenges in Directional Relation Prediction. STRL@IJCAI 2023 - Michael Sioutis, Zhiguo Long, Jae Hee Lee, Mehul Bhatt:
Proceedings of the 2nd International Workshop on Spatio-Temporal Reasoning and Learning (STRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, S.A.R., August 21, 2023. CEUR Workshop Proceedings 3475, CEUR-WS.org 2023 [contents] - 2022
- Kyra Ahrens, Matthias Kerzel, Jae Hee Lee, Cornelius Weber, Stefan Wermter:
Knowing Earlier What Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-task Learning. STRL@IJCAI 2022 - Mehul Bhatt:
Visuospatial Commonsense: On Neurosymbolic Reasoning and Learning about Space and Motion (Abstract). STRL@IJCAI 2022 - Zied Bouraoui:
Learning and Reasoning with Conceptual Space Representations (Abstract). STRL@IJCAI 2022 - Marine Collery, Remy Kusters:
Learning Binary Classification Rules for Sequential Data. STRL@IJCAI 2022 - Simon Dobnik:
Neat and Scruffy: On Computational Generation and Interpretation of Spatial Descriptions (Abstract). STRL@IJCAI 2022 - Andreas Klaß, Sven M. Lorenz, Martin W. Lauer-Schmaltz, David Rügamer, Bernd Bischl, Christopher Mutschler, Felix Ott:
Uncertainty-aware Evaluation of Time-series Classification for Online Handwriting Recognition with Domain Shift. STRL@IJCAI 2022 - Astrid Klipfel, Zied Bouraoui, Yaël Frégier, Adlane Sayede:
Equivariant Graph Neural Network for Crystalline Materials (Invited Paper). STRL@IJCAI 2022 - Zhangzhi Peng, Xiaohui Huang:
Spatial-temporal Transformer Network with Self-supervised Learning for Traffic Flow Prediction. STRL@IJCAI 2022
