Hui Guan

ORCID

Publication Activity (10 Years)

Years Active: 1996-2023
Publications (10 Years): 64

Top Venues

De Montfort University, Leicester, UK (PHD)

Education History

De Montfort University, Leicester, UK

PHD

Publications

Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon
Automatically marginalized MCMC in probabilistic programming. ICML (2023)
Siddhant Garg, Lijun Zhang, Hui Guan
Structured Pruning for Multi-Task Deep Neural Networks. CoRR (2023)
Chuncheng Chi, Fuxue Li, Hong Yan, Hui Guan, Zhongchao Zhao
A Data Augmentation Method Based on Sub-tree Exchange for Low-Resource Neural Machine Translation. ICIC (4) (2023)
Mohammad Mehdi Rastikerdar, Jin Huang, Shiwei Fang, Hui Guan, Deepak Ganesan
Efficient IoT Inference via Context-Awareness. CoRR (2023)
Lijun Zhang, Qizheng Yang, Xiao Liu, Hui Guan
An Alternative Hard-Parameter Sharing Paradigm for Multi-Domain Learning. IEEE Access 11 (2023)
Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
Flow: Per-instance Personalized Federated Learning. NeurIPS (2023)
Sandeep Polisetty, Juelin Liu, Kobi Falus, Yi Ren Fung, Seung-Hwan Lim, Hui Guan, Marco Serafini
GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism. CoRR (2023)
Hanmei Yang, Xin Zhao, Jin Zhou, Wei Wang, Sandip Kundu, Bo Wu, Hui Guan, Tongping Liu
NUMAlloc: A Faster NUMA Memory Allocator. ISMM (2023)
Na Chen, Jingyu Zhou, Hui Guan, Nan Xu, Sheng Xue, Shuting Li, Zhiqiong Liu
5G Charging Mechanism Based on Dynamic Step Size. IEEE Access 11 (2023)
Jinlin Lai, Javier Burroni, Hui Guan, Daniel Sheldon
Automatically Marginalized MCMC in Probabilistic Programming. CoRR (2023)
Jin Huang, Hui Guan, Deepak Ganesan
Re-thinking computation offload for efficient inference on IoT devices with duty-cycled radios. MobiCom (2023)
Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
Flash: Concept Drift Adaptation in Federated Learning. ICML (2023)
Lijun Zhang, Xiao Liu, Kaleel Mahmood, Caiwen Ding, Hui Guan
Dynamic Gradient Balancing for Enhanced Adversarial Attacks on Multi-Task Models. CoRR (2023)
Zifan Nan, Xipeng Shen, Hui Guan
Enabling Near Real-Time NLU-Driven Natural Language Programming through Dynamic Grammar Graph-Based Translation. CGO (2022)
Yili Shen, Jiaxu Yan, Cheng-Wei Ju, Jun Yi, Zhou Lin, Hui Guan
Improving Subgraph Representation Learning via Multi-View Augmentation. CoRR (2022)
Lijun Zhang, Xiao Liu, Hui Guan
AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning. NeurIPS (2022)
Hui Guan, Hang Liu, Qia Zhang, Jingyu Tang, Jianxiong Zou, Ling Kang, Menghan Hu, Jian Zhang
Encoding Multiple Information into European Article Number (EAN)-13 Codes with Various Chromic Sensing Materials to Construct Intelligent Barcodes. Adv. Intell. Syst. 4 (1) (2022)
Hui Guan, Tianyu Ma, Guangwei Wang
An Improved Dissimilarity based Approach to Semantic Similarity Calculation. DSA (2022)
Xiao Liu, Lijun Zhang, Hui Guan
Break the Wall Between Homophily and Heterophily for Graph Representation Learning. CoRR (2022)
Lijun Zhang, Xiao Liu, Hui Guan
A Tree-Structured Multi-Task Model Recommender. AutoML (2022)
Lijun Zhang, Qizheng Yang, Xiao Liu, Hui Guan
Rethinking Hard-Parameter Sharing in Multi-Domain Learning. ICME (2022)
Lijun Zhang, Xiao Liu, Hui Guan
A Tree-Structured Multi-Task Model Recommender. CoRR (2022)
Kunjal Panchal, Sunav Choudhary, Hui Guan
Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing. CoRR (2022)
Xuyan Sun, Hui Guan
Research on Empathic Remediation Mechanism of Chatbots Mediated by Social Presence and Trust. EITCE (2022)
Xin Zhao, Jin Zhou, Hui Guan, Wei Wang, Xu Liu, Tongping Liu
NumaPerf: predictive NUMA profiling. ICS (2021)
Lijun Zhang, Xiao Liu, Hui Guan
AutoMTL: A Programming Framework for Automated Multi-Task Learning. CoRR (2021)
Zifan Nan, Hui Guan, Xipeng Shen, Chunhua Liao
Deep NLP-based co-evolvement for synthesizing code analysis from natural language. CC (2021)
Lijun Zhang, Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim
Reuse-centric k-means configuration. Inf. Syst. 100 (2021)
Sian Jin, Chengming Zhang, Xintong Jiang, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Song, Dingwen Tao
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression. Proc. VLDB Endow. 15 (4) (2021)
Marco Serafini, Hui Guan
Scalable Graph Neural Network Training: The Case for Sampling. CoRR (2021)
Yuezhou Sun, Wenlong Zhao, Lijun Zhang, Xiao Liu, Hui Guan, Matei Zaharia
Toward Compact Parameter Representations for Architecture-Agnostic Neural Network Compression. CoRR (2021)
Lijun Zhang, Qizheng Yang, Xiao Liu, Hui Guan
Rethinking Hard-Parameter Sharing in Multi-Task Learning. CoRR (2021)
Hui Guan, Xipeng Shen, Hamid Krim
An Automatic Synthesizer of Advising Tools for High Performance Computing. IEEE Trans. Parallel Distributed Syst. 32 (2) (2021)
Xin Zhao, Jin Zhou, Hui Guan, Wei Wang, Xu Liu, Tongping Liu
NumaPerf: Predictive and Full NUMA Profiling. CoRR (2021)
Hui Guan, Umana Chaudhary, Yuanchao Xu, Lin Ning, Lijun Zhang, Xipeng Shen
Recurrent Neural Networks Meet Context-Free Grammar: Two Birds with One Stone. ICDM (2021)
Shaurya Patel, Tongping Liu, Hui Guan
FreeLunch: Compression-based GPU Memory Management for Convolutional Neural Networks. MCHPC@SC (2021)
Sian Jin, Chengming Zhang, Xintong Jiang, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression. CoRR (2021)
Lei Zheng, Zhiqiang Jia, Hui Guan, Liang Ma, Karthik Chandran, K. Deepa Thilak
Task Modelling of Sports Events for Personalized Video Streaming Data in Augmentative and Alternative Communication. Int. J. Multim. Data Eng. Manag. 12 (4) (2021)
Hui Guan, Guorong Cai, Chuan Zhao
An Automatic Approach to Extracting Requirement Dependencies based on Semantic Web. DSA (2021)
Hong-wei Wu, Hui Guan
The mechanism of brand reputation on consumer purchase intention in live banding. DSIT (2021)
Hui Guan, Shaoshan Liu, Xiaolong Ma, Wei Niu, Bin Ren, Xipeng Shen, Yanzhi Wang, Pu Zhao
CoCoPIE: enabling real-time AI on off-the-shelf mobile devices via compression-compilation co-design. Commun. ACM 64 (6) (2021)
Hui Guan, Laxmikant Kishor Mokadam, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton
FLEET: Flexible Efficient Ensemble Training for Heterogeneous Deep Neural Networks. MLSys (2020)
Zifan Nan, Hui Guan, Xipeng Shen
HISyn: human learning-inspired natural language programming. ESEC/SIGSOFT FSE (2020)
Hui Guan, Chengzhen Jia, Hongji Yang
Intelligent recognition of semantic relationships based on antonymy. Multiagent Grid Syst. 16 (3) (2020)
Lijun Zhang, Xiao Liu, Erik G. Learned-Miller, Hui Guan
SID-NISM: A Self-supervised Low-light Image Enhancement Framework. CoRR (2020)
Baowei Wang, Weiwen Kong, Hui Guan
Air quality forcasting based on gated recurrent long short-term memory model. ACM TUR-C (2019)
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim
In-Place Zero-Space Memory Protection for CNN. CoRR (2019)
Baowei Wang, Weiwen Kong, Hui Guan, Neal N. Xiong
Air Quality Forecasting Based on Gated Recurrent Long Short Term Memory Model in Internet of Things. IEEE Access 7 (2019)
Lin Ning, Hui Guan, Xipeng Shen
Adaptive Deep Reuse: Accelerating CNN Training on the Fly. ICDE (2019)
Hui Guan, Xipeng Shen, Seung-Hwan Lim
Wootz: a compiler-based framework for fast CNN pruning via composability. PLDI (2019)
Hui Guan, Andrey Malevich, Jiyan Yang, Jongsoo Park, Hector Yuen
Post-Training 4-bit Quantization on Embedding Tables. CoRR (2019)
Hui Guan, Lin Ning, Zhen Lin, Xipeng Shen, Huiyang Zhou, Seung-Hwan Lim
In-Place Zero-Space Memory Protection for CNN. NeurIPS (2019)
Hui Guan, Yufei Ding, Xipeng Shen, Hamid Krim
Reuse-Centric K-Means Configuration. ICDE (2018)
Hui Guan, Hongji Yang, Zhaoxin Wen, Yang Li
A dynamic model slicing approach for system comprehension during software evolution. Multiagent Grid Syst. 14 (1) (2018)
Randall Pittman, Hui Guan, Xipeng Shen, Seung-Hwan Lim, Robert M. Patton
Exploring flexible communications for streamlining DNN ensemble training pipelines. SC (2018)
Hui Guan, Xipeng Shen, Hamid Krim
Egeria: a framework for automatic synthesis of HPC advising tools through multi-layered natural language processing. SC (2017)
Yufei Ding, Lin Ning, Hui Guan, Xipeng Shen
Generalizations of the theory and deployment of triangular inequality for compiler-based strength reduction. PLDI (2017)
Hui Guan, Thanos Gentimis, Hamid Krim, James Keiser
First Study on Data Readiness Level. CoRR (2017)
Hui Guan, Zhaobin Liu, Yan Zhang
Improved RFID Anti-collision Algorithm Based on Quad-Tree. ISICA (2) (2017)
Hui Guan, Wen Tang, Hamid Krim, James Keiser, Andrew J. Rindos, Radmila Sazdanovic
A topological collapse for document summarization. SPAWC (2016)
Hui Guan, Hongji Yang, Jun Wang
An ontology-based approach to security pattern selection. Int. J. Autom. Comput. 13 (2) (2016)
Songchao Pang, Changyuan Luo, Hui Guan
Secure Geographic Based Routing Protocol of Aeronautical Ad Hoc Networks. ITITS (2) (2015)
Mingqing Zhang, Shu-qin Dong, Hongshan Kong, Xiao-hu Liu, Hui Guan
Modeling and Simulation Strategies of Cryptographic Protocols Based on Finite State Machine. ITITS (1) (2015)
Xin Ge, Bin Lu, Hui Guan, Kai Zhang
Differential attack on image encryption algorithm using binary bitplane. FSKD (2015)
Hui Guan, Xuan Wang, Hongji Yang
A framework for security driven software evolution. ICAC (2014)
Hossam Hakeem, Hui Guan, Hongji Yang
A Framework of Patterns Applicability in Software Development. COMPSAC Workshops (2014)
Hui Guan, Hongji Yang, Hossam Hakeem
Reverse Engineering Web Applications for Security Mechanism Enhancement. COMPSAC Workshops (2014)
Hui Guan, Weiru Chen, Lin Liu, Hongji Yang
Environment-Driven Threats Elicitation for Web Applications. KES-AMSTA (2011)
Hui Guan, Weiru Chen, Ning Huang, Hong-Ji Yang
Estimation of reliability and cost relationship for architecture-based software. Int. J. Autom. Comput. 7 (4) (2010)
Hui Guan, Tatsuo Torii
Modifying Curvatures at Design Points for Convex B-spline Curves. Computer Graphics International (1997)
Hui Guan, Tatsuo Torii
An Intuitive Approach to Convex Curve Design. Computer Graphics International (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hui Guan