Publications

2026

1. ACL 2026

   MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation

   D. Wang, Di Zhao, X. Liu, M. C. Ma, X. Liu, C. Zhou, G. Ushaw, and R. Davison

   In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026
2. ICLR 2026

   Unlearning During Training: Domain-Specific Gradient Ascent for Domain Generalization

   Di Zhao^†, J. Zhang, H. Hu, P. Fournier-Viger, G. Dobbie, and Y. S. Koh

   In International Conference on Learning Representations (ICLR), 2026
3. AAAI 2026

   TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents

   D. Wang, C. Zhou, Di Zhao, X. Liu, M. C. Ma, G. Ushaw, and R. Davison

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2026

2025

1. ACM MM 2025

   MetaWild: A Multimodal Dataset for Animal Re-Identification with Environmental Metadata

   Y. Li, Di Zhao^†, T. Qiao, Y. Wu, B. Pang, and Y. S. Koh

   In Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), 2025
2. IJCAI 2025

   Balancing Invariant and Specific Knowledge for Domain Generalization with Online Knowledge Distillation

   Di Zhao^†, J. Zhang, H. Hu, P. Fournier-Viger, G. Dobbie, and Y. S. Koh

   In Proceedings of the 34th International Joint Conference on Artificial Intelligence (IJCAI), 2025

2024

1. AAAI 2024

   Symmetric Self-Paced Learning for Domain Generalization

   Di Zhao^†, Y. S. Koh, G. Dobbie, H. Hu, and P. Fournier-Viger

   In Proceedings of the AAAI Conference on Artificial Intelligence, 2024