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2020 – today
- 2024
[j23]Haoyu He, Isaiah J. King, H. Howie Huang:
Maui: Black-Box Edge Privacy Attack on Graph Neural Networks. Proc. Priv. Enhancing Technol. 2024(4): 364-380 (2024)- [j22]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): 7 (2024) - [c78]Bibek Bhattarai, H. Howie Huang:
Prov2vec: Learning Provenance Graph Representation for Anomaly Detection in Computer Systems. ARES 2024: 15:1-15:14 - [c77]Qiang Fu, Thomas B. Rolinger, H. Howie Huang:
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication. CGO 2024: 448-459 - [c76]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: 8743-8755 - [i10]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 abs/2403.18667 (2024) - 2023
- [j21]Isaiah J. King, H. Howie Huang:
Euler: Detecting Network Lateral Movement via Scalable Temporal Link Prediction. ACM Trans. Priv. Secur. 26(3): 35:1-35:36 (2023) - [c75]Ahsen J. Uppal, Thomas B. Rolinger, H. Howie Huang:
Decontentioned Stochastic Block Partition. HPEC 2023: 1-6 - [c74]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: 77-91 - [i9]Haoyu He, Yuede Ji, H. Howie Huang:
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. CoRR abs/2303.14836 (2023) - [i8]Bibek Bhattarai, H. Howie Huang:
Prov2vec: Learning Provenance Graph Representation for Unsupervised APT Detection. CoRR abs/2310.00843 (2023) - [i7]Rimon Melamed, Lucas H. McCabe, Tanay Wakhare, Yejin Kim, H. Howie Huang, Enric Boix-Adserà:
PROPANE: Prompt design as an inverse problem. CoRR abs/2311.07064 (2023) - [i6]Qiang Fu, Thomas B. Rolinger, H. Howie Huang:
JITSPMM: Just-in-Time Instruction Generation for Accelerated Sparse Matrix-Matrix Multiplication. CoRR abs/2312.05639 (2023) - 2022
- [j20]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): 13:1-13:27 (2022) - [c73]Bibek Bhattarai, H. Howie Huang:
SteinerLog: Prize Collecting the Audit Logs for Threat Hunting on Enterprise Network. AsiaCCS 2022: 97-108 - [c72]Isaiah J. King, H. Howie Huang:
Graggle: A Graph-based Approach to Document Clustering. IEEE Big Data 2022: 748-755 - [c71]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: 4585-4592 - [c70]Haoyu He, Yuede Ji, H. Howie Huang:
Illuminati: Towards Explaining Graph Neural Networks for Cybersecurity Analysis. EuroS&P 2022: 74-89 - [c69]Qiang Fu, Yuede Ji, H. Howie Huang:
TLPGNN: A Lightweight Two-Level Parallelism Paradigm for Graph Neural Network Computation on GPU. HPDC 2022: 122-134 - [c68]Yuede Ji, H. Howie Huang:
NestedGNN: Detecting Malicious Network Activity with Nested Graph Neural Networks. ICC 2022: 2694-2699 - [c67]Bibek Bhattarai, H. Howie Huang:
Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs. IPDPS 2022: 313-323 - [c66]Isaiah J. King, H. Howie Huang:
Euler: Detecting Network Lateral Movement via Scalable Temporal Graph Link Prediction. NDSS 2022 - [c65]Ramesh Paudel, H. Howie Huang:
Pikachu: Temporal Walk Based Dynamic Graph Embedding for Network Anomaly Detection. NOMS 2022: 1-7 - [c64]Craig Laprade, H. Howie Huang:
Domain name service trust delegation in cloud computing: exploitation, risks, and defense. SAC 2022: 13-21 - [i5]Bibek Bhattarai, H. Howie Huang:
Mnemonic: A Parallel Subgraph Matching System for Streaming Graphs. CoRR abs/2206.09983 (2022) - [i4]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 abs/2209.05972 (2022) - 2021
- [j19]Benjamin Bowman, H. Howie Huang:
Towards Next-Generation Cybersecurity with Graph AI. ACM SIGOPS Oper. Syst. Rev. 55(1): 61-67 (2021) - [j18]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): 2077-2088 (2021) - [c63]Yuede Ji, Lei Cui, H. Howie Huang:
Vestige: Identifying Binary Code Provenance for Vulnerability Detection. ACNS (2) 2021: 287-310 - [c62]Ahsen J. Uppal, Jeffrey Klein, H. Brown Cribbs, H. Howie Huang:
Rich Feature Deep Learning Classifier for Multiple Simultaneous Radio Signals. ACSCC 2021: 368-371 - [c61]Yuede Ji, Lei Cui, H. Howie Huang:
BugGraph: Differentiating Source-Binary Code Similarity with Graph Triplet-Loss Network. AsiaCCS 2021: 702-715 - [c60]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: 1-7 - [c59]Qiang Fu, H. Howie Huang:
Automatic Generation of High-Performance Inference Kernels for Graph Neural Networks on Multi-Core Systems. ICPP 2021: 33:1-33:11 - 2020
- [j17]Pradeep Kumar, H. Howie Huang:
GraphOne: A Data Store for Real-time Analytics on Evolving Graphs. ACM Trans. Storage 15(4): 29:1-29:40 (2020) - [c58]Benjamin Bowman, H. Howie Huang:
VGRAPH: A Robust Vulnerable Code Clone Detection System Using Code Property Triplets. EuroS&P 2020: 53-69 - [c57]Yuede Ji, Hang Liu, H. Howie Huang:
SWARMGRAPH: Analyzing Large-Scale In-Memory Graphs on GPUs. HPCC/DSS/SmartCity 2020: 52-59 - [c56]Yuede Ji, H. Howie Huang:
Aquila: Adaptive Parallel Computation of Graph Connectivity Queries. HPDC 2020: 149-160 - [c55]Michael Trotter, Timothy Wood, H. Howie Huang:
Rumor Has It: Optimizing the Belief Propagation Algorithm for Parallel Processing. ICPP Workshops 2020: 11:1-11:10 - [c54]Benjamin Bowman, Craig Laprade, Yuede Ji, H. Howie Huang:
Detecting Lateral Movement in Enterprise Computer Networks with Unsupervised Graph AI. RAID 2020: 257-268 - [i3]Craig Laprade, Benjamin Bowman, H. Howie Huang:
PicoDomain: A Compact High-Fidelity Cybersecurity Dataset. CoRR abs/2008.09192 (2020) - [i2]Ding Ding, H. Howie Huang:
A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games. CoRR abs/2012.10531 (2020)
2010 – 2019
- 2019
- [c53]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: 1026-1029 - [c52]Pradeep Kumar, H. Howie Huang:
GraphOne: A Data Store for Real-time Analytics on Evolving Graphs. FAST 2019: 249-263 - [c51]Yuede Ji, Benjamin Bowman, H. Howie Huang:
Securing Malware Cognitive Systems against Adversarial Attacks. ICCC 2019: 1-9 - [c50]Bibek Bhattarai, Hang Liu, H. Howie Huang:
CECI: Compact Embedding Cluster Index for Scalable Subgraph Matching. SIGMOD Conference 2019: 1447-1462 - [c49]Hang Liu, H. Howie Huang:
SIMD-X: Programming and Processing of Graph Algorithms on GPUs. USENIX ATC 2019: 411-428 - 2018
- [j16]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): 9:1-9:26 (2018) - [c48]Yang Hu, Hang Liu, H. Howie Huang:
High-Performance Triangle Counting on GPUs. HPEC 2018: 1-5 - [c47]Ahsen J. Uppal, H. Howie Huang:
Fast Stochastic Block Partition for Streaming Graphs. HPEC 2018: 1-6 - [c46]Yang Hu, Hang Liu, H. Howie Huang:
TriCore: parallel triangle counting on GPUs. SC 2018: 14:1-14:12 - [c45]Yuede Ji, Hang Liu, H. Howie Huang:
iSpan: parallel identification of strongly connected components with spanning trees. SC 2018: 58:1-58:12 - [i1]Hang Liu, H. Howie Huang:
SIMD-X: Programming and Processing of Graph Algorithms on GPUs. CoRR abs/1812.04070 (2018) - 2017
- [j15]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): 491-502 (2017) - [j14]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): 328-340 (2017) - [c44]Pradeep Kumar, H. Howie Huang:
SafeNVM: A Non-Volatile Memory Store with Thread-Level Page Protection. BigData Congress 2017: 65-72 - [c43]Hang Liu, H. Howie Huang:
Graphene: Fine-Grained IO Management for Graph Computing. FAST 2017: 285-300 - [c42]Yang Hu, Pradeep Kumar, Guy Swope, H. Howie Huang:
TriX: Triangle counting at extreme scale. HPEC 2017: 1-7 - [c41]Ahsen J. Uppal, Guy Swope, H. Howie Huang:
Scalable stochastic block partition. HPEC 2017: 1-5 - [c40]Lei Han, Zhaoyan Shen, Zili Shao, H. Howie Huang, Tao Li:
A novel ReRAM-based processing-in-memory architecture for graph computing. NVMSA 2017: 1-6 - [c39]Pradeep Kumar, H. Howie Huang:
Falcon: Scaling IO Performance in Multi-SSD Volumes. USENIX ATC 2017: 41-53 - [e1]H. Howie Huang, Jon B. Weissman, Adriana Iamnitchi, Alexandru Iosup:
Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, HPDC 2017, Washington, DC, USA, June 26-30, 2017. ACM 2017, ISBN 978-1-4503-4699-3 [contents] - 2016
- [j13]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: 1065-1082 (2016) - [j12]Xin Xu, H. Howie Huang:
On Soft Error Reliability of Virtualization Infrastructure. IEEE Trans. Computers 65(12): 3727-3739 (2016) - [c38]Xiaqing Li, Guangyan Zhang, H. Howie Huang, Zhufan Wang, Weimin Zheng:
Performance Analysis of GPU-Based Convolutional Neural Networks. ICPP 2016: 67-76 - [c37]Pradeep Kumar, H. Howie Huang:
G-store: high-performance graph store for trillion-edge processing. SC 2016: 830-841 - [c36]Hang Liu, H. Howie Huang, Yang Hu:
iBFS: Concurrent Breadth-First Search on GPUs. SIGMOD Conference 2016: 403-416 - 2015
- [j11]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): 1732-1742 (2015) - [j10]Xin Xu, H. Howie Huang:
Exploring Data-Level Error Tolerance in High-Performance Solid-State Drives. IEEE Trans. Reliab. 64(1): 15-30 (2015) - [c35]Xin Xu, H. Howie Huang:
DualVisor: Redundant Hypervisor Execution for Achieving Hardware Error Resilience in Datacenters. CCGRID 2015: 485-494 - [c34]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: 45:1-45:12 - [c33]Hang Liu, H. Howie Huang:
Enterprise: breadth-first graph traversal on GPUs. SC 2015: 68:1-68:12 - 2014
- [j9]Jie Chen, Guru Venkataramani, H. Howie Huang:
Exploring Dynamic Redundancy to Resuscitate Faulty PCM Blocks. ACM J. Emerg. Technol. Comput. Syst. 10(4): 31:1-31:23 (2014) - [j8]Ron Chi-Lung Chiang, H. Howie Huang:
TRACON: Interference-Aware Schedulingfor Data-Intensive Applicationsin Virtualized Environments. IEEE Trans. Parallel Distributed Syst. 25(5): 1349-1358 (2014) - [c32]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: 216-223 - [c31]H. Howie Huang, Hang Liu:
Big data machine learning and graph analytics: Current state and future challenges. IEEE BigData 2014: 16-17 - [c30]Wei Zhang, Jinho Hwang, Timothy Wood, K. K. Ramakrishnan, H. Howie Huang:
Load Balancing of Heterogeneous Workloads in Memcached Clusters. Feedback Computing 2014 - [c29]Xin Xu, H. Howie Huang:
Understanding Reliability Implication of Hardware Error in Virtualization Infrastructure. HotDep 2014 - [c28]Ron Chi-Lung Chiang, Jinho Hwang, H. Howie Huang, Timothy Wood:
Matrix: Achieving Predictable Virtual Machine Performance in the Clouds. ICAC 2014: 45-56 - [c27]Xin Xu, Ron Chi-Lung Chiang, H. Howie Huang:
Xentry: Hypervisor-Level Soft Error Detection. ICPP 2014: 341-350 - [c26]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: 59-64 - [c25]Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang:
Mortar: filling the gaps in data center memory. VEE 2014: 53-64 - 2013
- [j7]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): 763-775 (2013) - [c24]Xin Xu, Kayo Teramoto, Allan Morales, H. Howie Huang:
DUAL: Reliability-Aware Power Management in Data Centers. CCGRID 2013: 530-537 - [c23]Jinho Hwang, Ahsen J. Uppal, Timothy Wood, H. Howie Huang:
Mortar: filling the gaps in data center memory. SoCC 2013: 30:1-30:2 - [c22]Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang:
GPU-accelerated scalable solver for banded linear systems. CLUSTER 2013: 1-8 - 2012
- [j6]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): 1651-1664 (2012) - [c21]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: 34-41 - [c20]Jie Chen, Guru Venkataramani, H. Howie Huang:
RePRAM: Re-cycling PRAM faulty blocks for extended lifetime. DSN 2012: 1-12 - [c19]Nakharin Limrungsi, Juzi Zhao, Yu Xiang, Tian Lan, H. Howie Huang, Suresh Subramaniam:
Providing reliability as an elastic service in cloud computing. ICC 2012: 2912-2917 - [c18]Ahsen J. Uppal, Ron Chi-Lung Chiang, H. Howie Huang:
Flashy prefetching for high-performance flash drives. MSST 2012: 1-12 - [c17]Hang Liu, Jung Hee Seo, Rajat Mittal, H. Howie Huang:
Abstract: Matrix Decomposition Based Conjugate Gradient Solver for Poisson Equation. SC Companion 2012: 1499-1500 - [c16]Kayo Teramoto, H. Howie Huang:
Pay as You Go in the Cloud: One Watt at a Time. SC Companion 2012: 1546-1547 - [c15]Kayo Teramoto, H. Howie Huang:
Poster: Pay as You Go in the Cloud: One Watt at a Time. SC Companion 2012: 1548 - 2011
- [j5]H. Howie Huang, Andrew S. Grimshaw:
Design, implementation and evaluation of a virtual storage system. Concurr. Comput. Pract. Exp. 23(4): 311-331 (2011) - [j4]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): 48-52 (2011) - [c14]Jie Chen, Zachary Winter, Guru Venkataramani, H. Howie Huang:
rPRAM: Exploring Redundancy Techniques to Improve Lifetime of PCM-based Main Memory. PACT 2011: 201-202 - [c13]Wei Wang, H. Howie Huang, Matthew W. Kay, John Cavazos:
GPGPU accelerated cardiac arrhythmia simulations. EMBC 2011: 724-727 - [c12]H. Howie Huang, Nan Zhang, Wei Wang, Gautam Das, Alexander S. Szalay:
Just-in-Time Analytics on Large File Systems. FAST 2011: 217-230 - [c11]H. Howie Huang, Shan Li, Alexander S. Szalay, Andreas Terzis:
Performance modeling and analysis of flash-based storage devices. MSST 2011: 1-11 - [c10]Ron Chi-Lung Chiang, H. Howie Huang:
TRACON: interference-aware scheduling for data-intensive applications in virtualized environments. SC 2011: 47:1-47:12 - [c9]Jie Chen, Ron Chi-Lung Chiang, H. Howie Huang, Guru Venkataramani:
Energy-aware writes to non-volatile main memory. HotPower@SOSP 2011: 6:1-6:5 - 2010
- [j3]H. Howie Huang:
A control-theoretic approach to automated local policy enforcement in computational grids. Future Gener. Comput. Syst. 26(6): 787-796 (2010) - [j2]Alexander S. Szalay, Gordon C. Bell, H. Howie Huang, Andreas Terzis, Alainna White:
Low-power amdahl-balanced blades for data intensive computing. ACM SIGOPS Oper. Syst. Rev. 44(1): 71-75 (2010) - [c8]Haifeng Fang, Yiqiang Zhao, Hongyong Zang, H. Howie Huang, Ying Song, Yuzhong Sun, Zhiyong Liu:
VMGuard: An Integrity Monitoring System for Management Virtual Machines. ICPADS 2010: 67-74 - [c7]Chris Sosa, Blake C. Sutton, H. Howie Huang:
PicFS: The Privacy-Enhancing Image-Based Collaborative File System. ICPADS 2010: 99-106 - [c6]Shan Li, H. Howie Huang:
Black-Box Performance Modeling for Solid-State Drives. MASCOTS 2010: 391-393
2000 – 2009
- 2008
- [j1]H. Howie Huang, John F. Karpovich, Andrew S. Grimshaw:
Analyzing the feasibility of building a new mass storage system on distributed resources. Concurr. Comput. Pract. Exp. 20(10): 1131-1150 (2008) - [c5]H. Howie Huang, Andrew S. Grimshaw:
Automated performance control in a virtual distributed storage system. GRID 2008: 242-249 - 2007
- [c4]Woochul Kang, H. Howie Huang, Andrew S. Grimshaw:
A highly available job execution service in computational service market. GRID 2007: 275-282 - [c3]H. Howie Huang, Andrew S. Grimshaw, John F. Karpovich:
You Can't Always Get What You Want: Achieving Differentiated Service Levels with Pricing Agents in a Storage Grid. Web Intelligence 2007: 123-131 - 2006
- [c2]H. Howie Huang, Andrew S. Grimshaw:
The Cost of Transparency: Grid-Based File Access on the Avaki Data Grid. ISPA 2006: 642-659 - [c1]H. Howie Huang, John F. Karpovich, Andrew S. Grimshaw:
A Feasibility Study of a Virtual Storage System for Large Organizations. VTDC@SC 2006: 9
Coauthor Index
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