Hai Siong Tan

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Uncertainty quantification in neural network-based glucose prediction for diabetes. CoRR Hai Siong Tan, Rafe McBeth
2025	J	`jnl`	Evidential Physics-Informed Neural Networks for Scientific Discovery. CoRR Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2025	J	`jnl`	Evidential Physics-Informed Neural Networks. CoRR Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2025	J	`jnl`	Inferring Cosmological Parameters with Evidential Physics-Informed Neural Networks. CoRR Hai Siong Tan
2024	J	`jnl`	Deep Evidential Learning for Dose Prediction. CoRR Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2024	J	`jnl`	Deep evidential learning for radiotherapy dose prediction. Comput. Biol. Medicine Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2024	J	`jnl`	Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation. Comput. Biol. Medicine Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2024	—	`conf`	Uncertainty-Error Correlations in Evidential Deep Learning Models for Biomedical Segmentation. TAAI (1) Hai Siong Tan, Kwancheng Wang, Rafe McBeth
2024	J	`jnl`	Uncertainty-Error correlations in Evidential Deep Learning models for biomedical segmentation. CoRR Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2023	J	`jnl`	Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation. CoRR Hai Siong Tan, Kuancheng Wang, Rafe McBeth
2023	J	`jnl`	Swin UNETR++: Advancing Transformer-Based Dense Dose Prediction Towards Fully Automated Radiation Oncology Treatments. CoRR Kuancheng Wang, Hai Siong Tan, Rafe McBeth

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski