Hoang Anh Duy Le

PhD student, Department of Computer Science, Rice University

Joined

January 2024

Names

Hoang Anh Duy Le (Preferred)

Duy Le

Emails

****@case.edu (Confirmed)

****@gmail.com (Confirmed)

****@rice.edu (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

PhD student

Department of Computer Science, Rice University (rice.edu)

2024 – Present

Undergrad student

Department of Computer and Data Sciences, Case Western Reserve University (case.edu)

2020 – 2024

Advisors, Relations & Conflicts

Coauthor

Xia Hu

2024 – Present

PhD Advisor

Anshumali Shrivastava

2024 – Present

Undergraduate Advisor

Yinghui Wu

2020 – 2024

Expertise

Efficient Machine Learning

Present

Large-scale Machine Learning

Present

Graph Neural Network

Present

Publications

Sweeping Promptable Spoofs under the DirtyRAG: A Practical, Query-Blind RAG Attack Done Right
Shaochen Zhong, Jiamu Zhang, Hoang Anh Duy Le, Wenya Xie, Yifan Lu, Xintong Sun, Mohsen Hariri, Hongyi Liu, Guanchu Wang, Zhaozhuo Xu, Zirui Liu, Shuai Xu, Ning Xie, Li Li, Rui Chen, Ruixiang Tang, Xia Hu, Vipin Chaudhary
- ICLR 2026 AIWILD
- Readers: Everyone
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
- OpenReview Archive Direct Upload
- Readers: Everyone
Get the GIST of Graphs with Intersection Signature
Hoang Anh Duy Le, Shaochen Zhong, Jerry Xiao, Jiamu Zhang, Yu-Neng Chuang, Li Li, Rui Chen, Shuai Xu, Zirui Liu, Kaixiong Zhou, Ning Xie, Vipin Chaudhary, Xia Hu, Zhaozhuo Xu
- Submitted to ICLR 2026
- Readers: Everyone
FAFO: Lossy KV Cache Compression for Lossless Inference Acceleration via Draftless Fumble Decoding
Hoang Anh Duy Le, Shaochen Zhong, Yifan Lu, Yingtong Dou, Jiayi Yuan, Yu-Neng Chuang, Xiran Fan, Guanchu Wang, Yuzhong Chen, Xia Hu
- Submitted to ICLR 2026
- Readers: Everyone
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
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
- NeurIPS 2025 ER Workshop
- Readers: Everyone
Graph Transformers Get the GIST: Graph Invariant Structural Trait for Refined Graph Encoding
Hoang Anh Duy Le, Shaochen Zhong, Jerry Xiao, Jiamu Zhang, Yu-Neng Chuang, Li Li, Rui Chen, Shuai Xu, Zirui Liu, Kaixiong Zhou, Vipin Chaudhary, Zhaozhuo Xu, Xia Hu
- Submitted to ICML 2025
- Readers: Everyone
GNNs Also Deserve Editing, and They Need It More Than Once
Shaochen Zhong, Duy Le, Zirui Liu, Zhimeng Jiang, Andrew Ye, Jiamu Zhang, Jiayi Yuan, Kaixiong Zhou, Zhaozhuo Xu, Jing Ma, Shuai Xu, Vipin Chaudhary, Xia Hu
- ICML 2024 Poster
- Readers: Everyone
KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches
Jiayi Yuan, Hongyi Liu, Shaochen Zhong, Yu-Neng Chuang, Songchen Li, Guanchu Wang, Duy Le, Hongye Jin, Vipin Chaudhary, Zhaozhuo Xu, Zirui Liu, Xia Hu
- CoRR 2024
- Readers: Everyone

Co-Authors

View all 40 co-authors