Hoang Anh Duy Le

According to our database, Hoang Anh Duy Le authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Scout Before You Attend: Sketch-and-Walk Sparse Attention for Efficient LLM Inference.

Hoang Anh Duy Le, Sahil Joshi, Zeyu Yang, Zhaozhuo Xu, Anshumali Shrivastava

CoRR, February, 2026

SOCKET: SOft Collison Kernel EsTimator for Sparse Attention.

Sahil Joshi, Agniva Chowdhury, Wyatt Bellinger, Amar Kanakamedala, Ekam Singh, Hoang Anh Duy Le, Aditya Desai, Anshumali Shrivastava

CoRR, February, 2026

The LLM Data Auditor: A Metric-oriented Survey on Quality and Trustworthiness in Evaluating Synthetic Data.

Kaituo Zhang, Mingzhi Hu, Hoang Anh Duy Le, Fariha Kabir Torsha, Zhimeng Jiang, Minh Khai Bui, Chia-Yuan Chang, Yu-Neng Chuang, Zhen Xiong, Ying Lin, Guanchu Wang, Na Zou

CoRR, January, 2026

2025

AutoL2S: Auto Long-Short Reasoning for Efficient Large Language Models.

Feng Luo, Yu-Neng Chuang, Guanchu Wang, Hoang Anh Duy Le, Shaochen Zhong, Hongyi Liu, Jiayi Yuan, Yang Sui, Vladimir Braverman, Vipin Chaudhary, Xia Hu

CoRR, May, 2025

In-Progress: Structured Pruning in the Wild: Benchmarking Practical Robustness Under Real-World Corruptions.

Jiamu Zhang, Shaochen Zhong, Hoang Anh Duy Le, Xia Hu

Proceedings of the 2025 IEEE Security and Privacy, 2025

Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly.

Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le, Zhaozhuo Xu, Jianwen Xie, Zirui Liu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

ReasonerRank: Redefining Language Model Evaluation with Ground-Truth-Free Ranking Frameworks.

Jiamu Zhang, Jiayi Yuan, Andrew Wen, Hoang Anh Duy Le, Yu-Neng Chuang, Soo-Hyun Choi, Rui Chen, Xia Hu

Proceedings of the Findings of the Association for Computational Linguistics, 2025