H. Howie Huang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 65

Top Venues

CoRR

HPEC

ICPP

Publications

Bibek Bhattarai, H. Howie Huang
Prov2vec: Learning Provenance Graph Representation for Anomaly Detection in Computer Systems. ARES (2024)
Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed, Javier Morales, Abhay Yadav, Maria Peifer, Sardar Hamidian, H. Howie Huang
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users. CoRR (2024)
Qiang Fu, Yuede Ji, Thomas B. Rolinger, H. Howie Huang
TLPGNN: A Lightweight Two-level Parallelism Paradigm for Graph Neural Network Computation on Single and Multiple GPUs. ACM Trans. Parallel Comput. 11 (2) (2024)
Yejin Kim, Scott Rome, Kevin Foley, Mayur Nankani, Rimon Melamed, Javier Morales, Abhay Yadav, Maria Peifer, Sardar Hamidian, H. Howie Huang
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users. LREC/COLING (2024)
Haoyu He, Isaiah J. King, H. Howie Huang
Maui: Black-Box Edge Privacy Attack on Graph Neural Networks. Proc. Priv. Enhancing Technol. 2024 (4) (2024)
Qiang Fu, Thomas B. Rolinger, H. Howie Huang
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication. CGO (2024)
Haoyu He, Yuede Ji, H. Howie Huang
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. CoRR (2023)
Qiang Fu, Thomas B. Rolinger, H. Howie Huang
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication. CoRR (2023)
Isaiah J. King, Xiaokui Shu, Jiyong Jang, Kevin Eykholt, Taesung Lee, H. Howie Huang
EdgeTorrent: Real-time Temporal Graph Representations for Intrusion Detection. RAID (2023)
Isaiah J. King, H. Howie Huang
Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction. ACM Trans. Priv. Secur. 26 (3) (2023)
Bibek Bhattarai, H. Howie Huang
Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection. CoRR (2023)
Ahsen J. Uppal, Thomas B. Rolinger, H. Howie Huang
Decontentioned Stochastic Block Partition. HPEC (2023)
Rimon Melamed, Lucas H. McCabe, Tanay Wakhare, Yejin Kim, H. Howie Huang, Enric Boix-Adserà
PROPANE: Prompt design as an inverse problem. CoRR (2023)
Yuede Ji, H. Howie Huang
NestedGNN: Detecting Malicious Network Activity with Nested Graph Neural Networks. ICC (2022)
Haoyu He, Yuede Ji, H. Howie Huang
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. EuroS&P (2022)
Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling. COLING (2022)
Bibek Bhattarai, H. Howie Huang
Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs. CoRR (2022)
Isaiah J. King, H. Howie Huang
Graggle: A Graph-based Approach to Document Clustering. Big Data (2022)
Yuede Ji, Hang Liu, Yang Hu, H. Howie Huang
iSpan: Parallel Identification of Strongly Connected Components with Spanning Trees. ACM Trans. Parallel Comput. 9 (3) (2022)
Bibek Bhattarai, H. Howie Huang
Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs. IPDPS (2022)
Dongsuk Oh, Yejin Kim, Hodong Lee, H. Howie Huang, Heuiseok Lim
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling. CoRR (2022)
Qiang Fu, Yuede Ji, H. Howie Huang
TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU. HPDC (2022)
Isaiah J. King, H. Howie Huang
Euler: Detecting Network Lateral Movement via Scalable Temporal Graph Link Prediction. NDSS (2022)
Bibek Bhattarai, H. Howie Huang
SteinerLog: Prize Collecting the Audit Logs for Threat Hunting on Enterprise Network. AsiaCCS (2022)
Ramesh Paudel, H. Howie Huang
Pikachu: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection. NOMS (2022)
Craig Laprade, H. Howie Huang
Domain name service trust delegation in cloud computing: exploitation, risks, and defense. SAC (2022)
Ahsen J. Uppal, Jaeseok Choi, Thomas B. Rolinger, H. Howie Huang
Faster Stochastic Block Partition Using Aggressive Initial Merging, Compressed Representation, and Parallelism Control. HPEC (2021)
Yuede Ji, Lei Cui, H. Howie Huang
Vestige: Identifying Binary Code Provenance for Vulnerability Detection. ACNS (2) (2021)
Qiang Fu, H. Howie Huang
Automatic Generation of High-Performance Inference Kernels for Graph Neural Networks on Multi-Core Systems. ICPP (2021)
Ahsen J. Uppal, Jeffrey Klein, H. Brown Cribbs, H. Howie Huang
Rich Feature Deep Learning Classifier for Multiple Simultaneous Radio Signals. ACSCC (2021)
Yuede Ji, Lei Cui, H. Howie Huang
BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. AsiaCCS (2021)
Yu Xiang, Hang Liu, Tian Lan, H. Howie Huang, Suresh Subramaniam
Optimizing Job Reliability Through Contention-Free, Distributed Checkpoint Scheduling. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Benjamin Bowman, H. Howie Huang
Towards Next-Generation Cybersecurity with Graph AI. ACM SIGOPS Oper. Syst. Rev. 55 (1) (2021)
Benjamin Bowman, H. Howie Huang
VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets. EuroS&P (2020)
Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang
Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI. RAID (2020)
Ding Ding, H. Howie Huang
A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games. CoRR (2020)
Pradeep Kumar, H. Howie Huang
GraphOne: A Data Store for Real-time Analytics on Evolving Graphs. ACM Trans. Storage 15 (4) (2020)
Yuede Ji, H. Howie Huang
Aquila: Adaptive Parallel Computation of Graph Connectivity Queries. HPDC (2020)
Michael Trotter, Timothy Wood, H. Howie Huang
Rumor Has It: Optimizing the Belief Propagation Algorithm for Parallel Processing. ICPP Workshops (2020)
Yuede Ji, Hang Liu, H. Howie Huang
SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs. HPCC/DSS/SmartCity (2020)
Craig Laprade, Benjamin Bowman, H. Howie Huang
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset. CoRR (2020)
Bibek Bhattarai, Hang Liu, H. Howie Huang
CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching. SIGMOD Conference (2019)
Yuede Ji, Benjamin Bowman, H. Howie Huang
Securing Malware Cognitive Systems against Adversarial Attacks. ICCC (2019)
Ahsen J. Uppal, Michael Hegarty, William Haftel, Phil A. Sallee, H. Brown Cribbs, H. Howie Huang
High-Performance Deep Learning Classification for Radio Signals. ACSSC (2019)
Hang Liu, H. Howie Huang
SIMD-X: Programming and Processing of Graph Algorithms on GPUs. USENIX Annual Technical Conference (2019)
Pradeep Kumar, H. Howie Huang
GraphOne: A Data Store for Real-time Analytics on Evolving Graphs. FAST (2019)
Yuede Ji, Hang Liu, H. Howie Huang
iSpan: parallel identification of strongly connected components with spanning trees. SC (2018)
Yang Hu, Hang Liu, H. Howie Huang
High-Performance Triangle Counting on GPUs. HPEC (2018)
Ahsen J. Uppal, H. Howie Huang
Fast Stochastic Block Partition for Streaming Graphs. HPEC (2018)
Yang Hu, Hang Liu, H. Howie Huang
TriCore: parallel triangle counting on GPUs. SC (2018)
Hang Liu, H. Howie Huang
SIMD-X: Programming and Processing of Graph Algorithms on GPUs. CoRR (2018)
Lei Han, Zhaoyan Shen, Duo Liu, Zili Shao, H. Howie Huang, Tao Li
A Novel ReRAM-Based Processing-in-Memory Architecture for Graph Traversal. ACM Trans. Storage 14 (1) (2018)
Lei Han, Zhaoyan Shen, Zili Shao, H. Howie Huang, Tao Li
A novel ReRAM-based processing-in-memory architecture for graph computing. NVMSA (2017)
Pradeep Kumar, H. Howie Huang
Falcon: Scaling IO Performance in Multi-SSD Volumes. USENIX Annual Technical Conference (2017)
Ahsen J. Uppal, Guy Swope, H. Howie Huang
Scalable stochastic block partition. HPEC (2017)
Juzi Zhao, Yu Xiang, Tian Lan, H. Howie Huang, Suresh Subramaniam
Elastic Reliability Optimization Through Peer-to-Peer Checkpointing in Cloud Computing. IEEE Trans. Parallel Distributed Syst. 28 (2) (2017)
Pradeep Kumar, H. Howie Huang
SafeNVM: A Non-Volatile Memory Store with Thread-Level Page Protection. BigData Congress (2017)
Yang Hu, Pradeep Kumar, Guy Swope, H. Howie Huang
TriX: Triangle counting at extreme scale. HPEC (2017)
Ron Chi-Lung Chiang, Ahsen J. Uppal, H. Howie Huang
An Adaptive IO Prefetching Approach for Virtualized Data Centers. IEEE Trans. Serv. Comput. 10 (3) (2017)
Hang Liu, H. Howie Huang
Graphene: Fine-Grained IO Management for Graph Computing. FAST (2017)
Xin Xu, H. Howie Huang
On Soft Error Reliability of Virtualization Infrastructure. IEEE Trans. Computers 65 (12) (2016)
Hang Liu, H. Howie Huang, Yang Hu
iBFS: Concurrent Breadth-First Search on GPUs. SIGMOD Conference (2016)
Pradeep Kumar, H. Howie Huang
G-store: high-performance graph store for trillion-edge processing. SC (2016)
Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng
Performance Analysis of GPU-Based Convolutional Neural Networks. ICPP (2016)
Rajat Mittal, Jung Hee Seo, Vijay Vedula, Young J. Choi, Hang Liu, H. Howie Huang, Saurabh Jain, Laurent Younes, Theodore Abraham, Richard T. George
Computational modeling of cardiac hemodynamics: Current status and future outlook. J. Comput. Phys. 305 (2016)
Ron Chi-Lung Chiang, Sundaresan Rajasekaran, Nan Zhang, H. Howie Huang
Swiper: Exploiting Virtual Machine Vulnerability in Third-Party Clouds with Competition for I/O Resources. IEEE Trans. Parallel Distributed Syst. 26 (6) (2015)
Hang Liu, H. Howie Huang
Enterprise: breadth-first graph traversal on GPUs. SC (2015)
Xin Xu, H. Howie Huang
DualVisor: Redundant Hypervisor Execution for Achieving Hardware Error Resilience in Datacenters. CCGRID (2015)
Xin Xu, H. Howie Huang
Exploring Data-Level Error Tolerance in High-Performance Solid-State Drives. IEEE Trans. Reliab. 64 (1) (2015)
Ron Chi-Lung Chiang, H. Howie Huang, Timothy Wood, Changbin Liu, Oliver Spatscheck
IOrchestra: supporting high-performance data-intensive applications in the cloud via collaborative virtualization. SC (2015)
Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang
Mortar: filling the gaps in data center memory. VEE (2014)
Xin Xu, H. Howie Huang
Understanding Reliability Implication of Hardware Error in Virtualization Infrastructure. HotDep (2014)
Jinho Hwang, Wei Zhang, Ron Chi-Lung Chiang, Timothy Wood, H. Howie Huang
UniCache: Hypervisor Managed Data Storage in RAM and Flash. IEEE CLOUD (2014)
Ron Chi-Lung Chiang, Jinho Hwang, H. Howie Huang, Timothy Wood
Matrix: Achieving Predictable Virtual Machine Performance in the Clouds. ICAC (2014)
Yu Xiang, Hang Liu, Tian Lan, H. Howie Huang, Suresh Subramaniam
Optimizing job reliability via contention-free, distributed scheduling of vm checkpointing. DCC@SIGCOMM (2014)
Jie Chen, Guru Venkataramani, H. Howie Huang
Exploring Dynamic Redundancy to Resuscitate Faulty PCM Blocks. ACM J. Emerg. Technol. Comput. Syst. 10 (4) (2014)
Wei Zhang, Jinho Hwang, Timothy Wood, K. K. Ramakrishnan, H. Howie Huang
Load Balancing of Heterogeneous Workloads in Memcached Clusters. Feedback Computing (2014)
H. Howie Huang, Hang Liu
Big data machine learning and graph analytics: Current state and future challenges. IEEE BigData (2014)
Ron Chi-Lung Chiang, H. Howie Huang
TRACON: Interference-Aware Schedulingfor Data-Intensive Applicationsin Virtualized Environments. IEEE Trans. Parallel Distributed Syst. 25 (5) (2014)
Xin Xu, Ron Chi-Lung Chiang, H. Howie Huang
Xentry: Hypervisor-Level Soft Error Detection. ICPP (2014)
Woochul Kang, H. Howie Huang, Andrew S. Grimshaw
Achieving high job execution reliability using underutilized resources in a computational economy. Future Gener. Comput. Syst. 29 (3) (2013)
Xin Xu, Kayo Teramoto, Allan Morales, H. Howie Huang
DUAL: Reliability-Aware Power Management in Data Centers. CCGRID (2013)
Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang
Mortar: filling the gaps in data center memory. SoCC (2013)
Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang
GPU-accelerated scalable solver for banded linear systems. CLUSTER (2013)
Nakharin Limrungsi, Juzi Zhao, Yu Xiang, Tian Lan, H. Howie Huang, Suresh Subramaniam
Providing reliability as an elastic service in cloud computing. ICC (2012)
Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang
Abstract: Matrix Decomposition Based Conjugate Gradient Solver for Poisson Equation. SC Companion (2012)
Kayo Teramoto, H. Howie Huang
Pay as You Go in the Cloud: One Watt at a Time. SC Companion (2012)
Ziye Yang, Haifeng Fang, Yingjun Wu, Chungi Li, Bin Zhao, H. Howie Huang
Understanding the effects of hypervisor I/O scheduling for virtual machine performance interference. CloudCom (2012)
Jie Chen, Guru Venkataramani, H. Howie Huang
RePRAM: Re-cycling PRAM faulty blocks for extended lifetime. DSN (2012)
Kayo Teramoto, H. Howie Huang
Poster: Pay as You Go in the Cloud: One Watt at a Time. SC Companion (2012)
Ahsen J. Uppal, Ron Chi-Lung Chiang, H. Howie Huang
Flashy prefetching for high-performance flash drives. MSST (2012)
H. Howie Huang, Nan Zhang, Wei Wang, Gautam Das, Alexander S. Szalay
Just-in-Time Analytics on Large File Systems. IEEE Trans. Computers 61 (11) (2012)
Ron Chi-Lung Chiang, H. Howie Huang
TRACON: interference-aware scheduling for data-intensive applications in virtualized environments. SC (2011)
Wei Wang, H. Howie Huang, Matthew W. Kay, John Cavazos
GPGPU accelerated cardiac arrhythmia simulations. EMBC (2011)
H. Howie Huang, Nan Zhang, Wei Wang, Gautam Das, Alexander S. Szalay
Just-in-Time Analytics on Large File Systems. FAST (2011)
Jie Chen, Ron Chi-Lung Chiang, H. Howie Huang, Guru Venkataramani
Energy-aware writes to non-volatile main memory. HotPower@SOSP (2011)
Jie Chen, Ron Chi-Lung Chiang, H. Howie Huang, Guru Venkataramani
Energy-aware writes to non-volatile main memory. ACM SIGOPS Oper. Syst. Rev. 45 (3) (2011)
Jie Chen, Zachary Winter, Guru Venkataramani, H. Howie Huang
rPRAM: Exploring Redundancy Techniques to Improve Lifetime of PCM-based Main Memory. PACT (2011)
H. Howie Huang, Shan Li, Alexander S. Szalay, Andreas Terzis
Performance modeling and analysis of flash-based storage devices. MSST (2011)
H. Howie Huang, Andrew S. Grimshaw
Design, implementation and evaluation of a virtual storage system. Concurr. Comput. Pract. Exp. 23 (4) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

H. Howie Huang