| 2026 | DSN | Generalizable Graph-based Reinforcement Learning Agents for Automated Cyber Defense. | Isaiah J. King, Benjamin Bowman, H. Howie Huang |
| 2026 | SIGIR | From Time and Place to Preference: LLM-Driven Geo-Temporal Context in Recommendations. | Yejin Kim, Shaghayegh Agah, Neeraj Sharma, Mayur Nankani, Maria Peifer, Feifei Peng, H. Howie Huang, Sardar Hamidian |
| 2025 | AAAI | Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective. | Mitchell Kiely, Metin Ahiskali, Etienne Borde, Benjamin Bowman, David Bowman, Dirk Van Bruggen, KC Cowan, Prithviraj Dasgupta, Erich Devendorf, Ben Edwards, Alex Fitts, Sunny Fugate, Ryan Gabrys, Wayne Gould, H. Howie Huang, Jules Jacobs, Ryan Kerr, Isaiah J. King, Li Li, Luis Martinez, Christopher Moir, Craig Murphy, Olivia Naish, Claire Owens, Miranda Purchase, Ahmad Ridley, Adrian Taylor, Sara Farmer, William John Valentine, Yiyi Zhang |
| 2025 | EMNLP | Demystifying optimized prompts in language models. | Rimon Melamed, Lucas H. McCabe, H. Howie Huang |
| 2025 | ICDE | Revelio: Revealing Important Message Flows in Graph Neural Networks. | Haoyu He, Isaiah J. King, H. Howie Huang |
| 2025 | ICDE | Trail: A Knowledge Graph-Based Approach for Attributing Advanced Persistent Threats. | Isaiah J. King, Ramiro Ramirez, Benjamin Bowman, H. Howie Huang |
| 2024 | CGO | JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication. | Qiang Fu, Thomas B. Rolinger, H. Howie Huang |
| 2024 | COLING | Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users. | Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed, Javier Morales, Abhay Yadav, Maria Peifer, Sardar Hamidian, H. Howie Huang |
| 2024 | EMNLP | Prompts have evil twins. | Rimon Melamed, Lucas H. McCabe, Tanay Wakhare, Yejin Kim, H. Howie Huang, Enric Boix-Adser |
| 2023 | RAID | EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection. | Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang |
| 2022 | AsiaCCS | SteinerLog: Prize Collecting the Audit Logs for Threat Hunting on Enterprise Network. | Bibek Bhattarai, H. Howie Huang |
| 2022 | COLING | Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling. | Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim |
| 2022 | HPDC | TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU. | Qiang Fu, Yuede Ji, H. Howie Huang |
| 2022 | NDSS | Euler: Detecting Network Lateral Movement via Scalable Temporal Graph Link Prediction. | Isaiah J. King, H. Howie Huang |
| 2022 | NOMS | Pikachu: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection. | Ramesh Paudel, H. Howie Huang |
| 2022 | SAC | Domain name service trust delegation in cloud computing: exploitation, risks, and defense. | Craig Laprade, H. Howie Huang |
| 2021 | ACNS | Vestige: Identifying Binary Code Provenance for Vulnerability Detection. | Yuede Ji, Lei Cui, H. Howie Huang |
| 2021 | ACSSC | Rich Feature Deep Learning Classifier for Multiple Simultaneous Radio Signals. | Ahsen J. Uppal, Jeffrey Klein, H. Brown Cribbs, H. Howie Huang |
| 2021 | AsiaCCS | BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. | Yuede Ji, Lei Cui, H. Howie Huang |
| 2021 | ICPP | Automatic Generation of High-Performance Inference Kernels for Graph Neural Networks on Multi-Core Systems. | Qiang Fu, H. Howie Huang |
| 2020 | HPCC | SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs. | Yuede Ji, Hang Liu, H. Howie Huang |
| 2020 | HPDC | Aquila: Adaptive Parallel Computation of Graph Connectivity Queries. | Yuede Ji, H. Howie Huang |
| 2020 | RAID | Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI. | Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang |
| 2019 | ACSSC | High-Performance Deep Learning Classification for Radio Signals. | Ahsen J. Uppal, Michael Hegarty, William Haftel, Phil A. Sallee, H. Brown Cribbs, H. Howie Huang |
| 2019 | FAST | GraphOne: A Data Store for Real-time Analytics on Evolving Graphs. | Pradeep Kumar, H. Howie Huang |
| 2019 | SIGMOD | CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching. | Bibek Bhattarai, Hang Liu, H. Howie Huang |
| 2019 | USENIX | SIMD-X: Programming and Processing of Graph Algorithms on GPUs. | Hang Liu, H. Howie Huang |
| 2018 | SC | TriCore: parallel triangle counting on GPUs. | Yang Hu, Hang Liu, H. Howie Huang |
| 2018 | SC | iSpan: parallel identification of strongly connected components with spanning trees. | Yuede Ji, Hang Liu, H. Howie Huang |
| 2017 | BigData | SafeNVM: A Non-Volatile Memory Store with Thread-Level Page Protection. | Pradeep Kumar, H. Howie Huang |
| 2017 | FAST | Graphene: Fine-Grained IO Management for Graph Computing. | Hang Liu, H. Howie Huang |
| 2017 | USENIX | Falcon: Scaling IO Performance in Multi-SSD Volumes. | Pradeep Kumar, H. Howie Huang |
| 2016 | ICPP | Performance Analysis of GPU-Based Convolutional Neural Networks. | Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng |
| 2016 | SC | G-store: high-performance graph store for trillion-edge processing. | Pradeep Kumar, H. Howie Huang |
| 2016 | SIGMOD | iBFS: Concurrent Breadth-First Search on GPUs. | Hang Liu, H. Howie Huang, Yang Hu |
| 2015 | CCGRID | DualVisor: Redundant Hypervisor Execution for Achieving Hardware Error Resilience in Datacenters. | Xin Xu, H. Howie Huang |
| 2015 | SC | IOrchestra: supporting high-performance data-intensive applications in the cloud via collaborative virtualization. | Ron Chi-Lung Chiang, H. Howie Huang, Timothy Wood, Changbin Liu, Oliver Spatscheck |
| 2015 | SC | Enterprise: breadth-first graph traversal on GPUs. | Hang Liu, H. Howie Huang |
| 2014 | ICPP | Xentry: Hypervisor-Level Soft Error Detection. | Xin Xu, Ron Chi-Lung Chiang, H. Howie Huang |
| 2014 | SIGCOMM | Optimizing job reliability via contention-free, distributed scheduling of vm checkpointing. | Yu Xiang, Hang Liu, Tian Lan, H. Howie Huang, Suresh Subramaniam |
| 2014 | VEE | Mortar: filling the gaps in data center memory. | Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang |
| 2013 | CCGRID | DUAL: Reliability-Aware Power Management in Data Centers. | Xin Xu, Kayo Teramoto, Allan Morales, H. Howie Huang |
| 2013 | CLOUD | Mortar: filling the gaps in data center memory. | Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang |
| 2013 | CLUSTER | GPU-accelerated scalable solver for banded linear systems. | Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang |
| 2012 | CloudCom | Understanding the effects of hypervisor I/O scheduling for virtual machine performance interference. | Ziye Yang, Haifeng Fang, Yingjun Wu, Chungi Li, Bin Zhao, H. Howie Huang |
| 2012 | DSN | RePRAM: Re-cycling PRAM faulty blocks for extended lifetime. | Jie Chen, Guru Venkataramani, H. Howie Huang |
| 2012 | SC | Abstract: Matrix Decomposition Based Conjugate Gradient Solver for Poisson Equation. | Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang |
| 2012 | SC | Pay as You Go in the Cloud: One Watt at a Time. | Kayo Teramoto, H. Howie Huang |
| 2012 | SC | Poster: Pay as You Go in the Cloud: One Watt at a Time. | Kayo Teramoto, H. Howie Huang |
| 2011 | FAST | Just-in-Time Analytics on Large File Systems. | H. Howie Huang, Nan Zhang, Wei Wang, Gautam Das, Alexander S. Szalay |
| 2011 | SC | TRACON: interference-aware scheduling for data-intensive applications in virtualized environments. | Ron Chi-Lung Chiang, H. Howie Huang |
| 2011 | SOSP | Energy-aware writes to non-volatile main memory. | Jie Chen, Ron Chi-Lung Chiang, H. Howie Huang, Guru Venkataramani |
| 2010 | ICPADS | VMGuard: An Integrity Monitoring System for Management Virtual Machines. | Haifeng Fang, Yiqiang Zhao, Hongyong Zang, H. Howie Huang, Ying Song, Yuzhong Sun, Zhiyong Liu |
| 2010 | ICPADS | PicFS: The Privacy-Enhancing Image-Based Collaborative File System. | Chris Sosa, Blake C. Sutton, H. Howie Huang |
| 2010 | MASCOTS | Black-Box Performance Modeling for Solid-State Drives. | Shan Li, H. Howie Huang |
| 2006 | ISPA | The Cost of Transparency: Grid-Based File Access on the Avaki Data Grid. | H. Howie Huang, Andrew S. Grimshaw |
| 2006 | SC | A Feasibility Study of a Virtual Storage System for Large Organizations. | H. Howie Huang, John F. Karpovich, Andrew S. Grimshaw |