Shiwei Tan

According to our database, Shiwei Tan authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Causal Decoding for Hallucination-Resistant Multimodal Large Language Models.

Shiwei Tan, Hengyi Wang, Weiyi Qin, Qi Xu, Zhigang Hua, Hao Wang

CoRR, February, 2026

CLEAR-HPV: Interpretable Concept Discovery for HPV-Associated Morphology in Whole-Slide Histology.

Weiyi Qin, Yingci Liu-Swetz, Shiwei Tan, Hao Wang

CoRR, February, 2026

Causal Decoding for Hallucination-Resistant Multimodal Large Language Models.

Shiwei Tan, Hengyi Wang, Weiyi Qin, Qi Xu, Zhigang Hua, Hao Wang

Trans. Mach. Learn. Res., 2026

2025

Flow Straighter and Faster: Efficient One-Step Generative Modeling via MeanFlow on Rectified Trajectories.

Xinxi Zhang, Shiwei Tan, Quang Nguyen, Quan Dao, Ligong Han, Xiaoxiao He, Tunyu Zhang, Alen Mrdovic, Dimitris N. Metaxas

CoRR, November, 2025

Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models.

Hengyi Wang, Haizhou Shi, Shiwei Tan, Weiyi Qin, Wenyuan Wang, Tunyu Zhang, Akshay Nambi, Tanuja Ganu, Hao Wang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

2024

Probabilistic Conceptual Explainers: Trustworthy Conceptual Explanations for Vision Foundation Models.

Hengyi Wang, Shiwei Tan, Hao Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Variational Language Concepts for Interpreting Foundation Language Models.

Hengyi Wang, Shiwei Tan, Zhiqing Hong, Desheng Zhang, Hao Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024