A Powerful Statistical Method for Identifying Differentially Methylated Markers in Complex Diseases. - Surin Ahn; Tao Wang (Pacific Symposium on Biocomputing, 2013)

Adaptive Fog-Based Output Security for Augmented Reality. - Surin Ahn; Maria Gorlatova; Parinaz Naghizadeh; Mung Chiang; Prateek Mittal (VR/AR Network@SIGCOMM, 2018)

Personalized augmented reality via fog-based imitation learning. - Surin Ahn; Maria Gorlatova; Parinaz Naghizadeh; Mung Chiang (IoT-Fog@IoTDI, 2019)

A Group Testing Approach to Random Access for Short-Packet Communication. - Huseyin A. Inan; Surin Ahn; Peter Kairouz; Ayfer Özgür (ISIT, 2019)

Adaptive AR visual output security using reinforcement learning trained policies: demo abstract. - Joseph DeChicchis; Surin Ahn; Maria Gorlatova (SenSys, 2019)

Global Multiclass Classification from Heterogeneous Local Models. - Surin Ahn; Ayfer Özgür; Mert Pilanci (CoRR, 2020)

Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts. - Surin Ahn; Ayfer Özgür; Mert Pilanci (IEEE J. Sel. Areas Inf. Theory, 2020)

Adaptive Group Testing on Networks with Community Structure. - Surin Ahn; Wei-Ning Chen; Ayfer Özgür (ISIT, 2021)

Estimating Sparse Distributions Under Joint Communication and Privacy Constraints. - Surin Ahn; Wei-Ning Chen; Ayfer Özgür (ISIT, 2022)

Noisy Adaptive Group Testing for Community-Oriented Models. - Surin Ahn; Wei-Ning Chen; Ayfer Özgür (ISIT, 2023)

Local Model Explanations and Uncertainty Without Model Access. - Surin Ahn; Justin Grana; Yafet Tamene; Kristian Holsheimer (CoRR, 2023)

Adaptive Group Testing on Networks With Community Structure: The Stochastic Block Model. - Surin Ahn; Wei-Ning Chen; Ayfer Özgür (IEEE Trans. Inf. Theory, 2023)

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. - Huiqiang Jiang; Yucheng Li; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Zhenhua Han; Amir H. Abdi; Dongsheng Li 002; Chin-Yew Lin; Yuqing Yang 001; Lili Qiu (NeurIPS, 2024)

SCBench: A KV Cache-Centric Analysis of Long-Context Methods. - Yucheng Li; Huiqiang Jiang; Qianhui Wu; Xufang Luo; Surin Ahn; Chengruidong Zhang; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (ICLR, 2025)

MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention. - Yucheng Li; Huiqiang Jiang; Chengruidong Zhang; Qianhui Wu; Xufang Luo; Surin Ahn; Amir H. Abdi; Dongsheng Li 002; Jianfeng Gao 001; Yuqing Yang 001; Lili Qiu (CoRR, 2025)

SecurityLingua: Efficient Defense of LLM Jailbreak Attacks via Security-Aware Prompt Compression. - Yucheng Li; Surin Ahn; Huiqiang Jiang; Amir H. Abdi; Yuqing Yang 001; Lili Qiu (CoRR, 2025)