Surin Ahn

20 papers A* 3B 4Misc 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention.
CoRR
Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 A* conf
MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention.
ICML
Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 A* conf
SCBench: A KV Cache-Centric Analysis of Long-Context Methods.
ICLR
Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2025 J jnl
SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression.
CoRR
Yucheng Li, Surin Ahn, Huiqiang Jiang, Amir H. Abdi, Yuqing Yang, Lili Qiu
2024 A* conf
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.
NeurIPS
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
2024 J jnl
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.
CoRR
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
2024 J jnl
SCBench: A KV Cache-Centric Analysis of Long-Context Methods.
CoRR
Yucheng Li, Huiqiang Jiang, Qianhui Wu, Xufang Luo, Surin Ahn, Chengruidong Zhang, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu
2023 J jnl
Adaptive Group Testing on Networks With Community Structure: The Stochastic Block Model.
IEEE Trans. Inf. Theory
Surin Ahn, Wei-Ning Chen, Ayfer Özgür
2023 J jnl
Local Model Explanations and Uncertainty Without Model Access.
CoRR
Surin Ahn, Justin Grana, Yafet Tamene, Kristian Holsheimer
2023 B conf
Noisy Adaptive Group Testing for Community-Oriented Models.
ISIT
Surin Ahn, Wei-Ning Chen, Ayfer Özgür
2022 B conf
Estimating Sparse Distributions Under Joint Communication and Privacy Constraints.
ISIT
Surin Ahn, Wei-Ning Chen, Ayfer Özgür
2021 B conf
Adaptive Group Testing on Networks with Community Structure.
ISIT
Surin Ahn, Wei-Ning Chen, Ayfer Özgür
2021 J jnl
Adaptive Group Testing on Networks with Community Structure.
CoRR
Surin Ahn, Wei-Ning Chen, Ayfer Özgür
2020 J jnl
Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts.
IEEE J. Sel. Areas Inf. Theory
Surin Ahn, Ayfer Özgür, Mert Pilanci
2020 J jnl
Global Multiclass Classification from Heterogeneous Local Models.
CoRR
Surin Ahn, Ayfer Özgür, Mert Pilanci
2019 B conf
A Group Testing Approach to Random Access for Short-Packet Communication.
ISIT
Huseyin A. Inan, Surin Ahn, Peter Kairouz, Ayfer Özgür
2019 Misc conf
Adaptive AR visual output security using reinforcement learning trained policies: demo abstract.
SenSys
Joseph DeChicchis, Surin Ahn, Maria Gorlatova
2019 — conf
Personalized augmented reality via fog-based imitation learning.
IoT-Fog@IoTDI
Surin Ahn, Maria Gorlatova, Parinaz Naghizadeh, Mung Chiang
2018 — conf
Adaptive Fog-Based Output Security for Augmented Reality.
VR/AR Network@SIGCOMM
Surin Ahn, Maria Gorlatova, Parinaz Naghizadeh, Mung Chiang, Prateek Mittal
2013 Misc conf
A Powerful Statistical Method for Identifying Differentially Methylated Markers in Complex Diseases.
Pacific Symposium on Biocomputing
Surin Ahn, Tao Wang