Sian-Yao Huang

According to our database, Sian-Yao Huang authored at least 8 papers between 2021 and 2026.

Collaborative distances:

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

2026

TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories.

Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang, Yun-Nung Chen

CoRR, April, 2026

Enhancing Attention-Based Context Attribution via Token Selection and Think-Twice Mechanism.

Tz-Huan Hsu, Sian-Yao Huang, Che-Yu Lin, Cheng-Lin Yang

Proceedings of the Advances in Information Retrieval, 2026

RerAnchor: Anchoring Important Context in Multi-modal Document Reranking.

Tz-Huan Hsu, Sian-Yao Huang, Kuan-Lun Liao, Che-Yu Lin, Cheng-Lin Yang

Proceedings of the Advances in Information Retrieval, 2026

2025

Eyes-on-Me: Scalable RAG Poisoning through Transferable Attention-Steering Attractors.

Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang, Yun-Nung Chen

CoRR, October, 2025

Beyond Oracle: Verifier-Supervision for Instruction Hierarchy in Reasoning and Instruction-Tuned LLMs.

Sian-Yao Huang, Li-Hsien Chang, Che-Yu Lin, Cheng-Lin Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

CmdCaliper: A Semantic-Aware Command-Line Embedding Model and Dataset for Security Research.

Sian-Yao Huang, Cheng-Lin Yang, Che-Yu Lin, Chun-Ying Huang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2021

PONAS: Progressive One-shot Neural Architecture Search for Very Efficient Deployment.

Sian-Yao Huang, Wei-Ta Chu

Proceedings of the International Joint Conference on Neural Networks, 2021

Searching by Generating: Flexible and Efficient One-Shot NAS With Architecture Generator.

Sian-Yao Huang, Wei-Ta Chu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021