Hao Kong

According to our database, Hao Kong authored at least 46 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI.

Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

On Hardware-Aware Design and Optimization of Edge Intelligence.

Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

IEEE Des. Test, December, 2023

Toward Multi-User Authentication Using WiFi Signals.

Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Xiangyu Xu, Feng Lyu

IEEE/ACM Trans. Netw., October, 2023

CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation.

Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

ACM Trans. Embed. Comput. Syst., October, 2023

Perceived usefulness of, engagement with, and effectiveness of virtual reality environments in learning industrial operations: the moderating role of openness to experience.

Eugene Yin Cheung Wong, Ray Tak-Yin Hui, Hao Kong

Virtual Real., September, 2023

DOE: database offloading engine for accelerating SQL processing.

Hao Kong, Wenyan Lu, Yan Chen, Jingya Wu, Yu Zhang, Guihai Yan, Xiaowei Li

Distributed Parallel Databases, September, 2023

LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded Platforms.

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2023

Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization.

Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Future Gener. Comput. Syst., May, 2023

SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture Search.

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu

IEEE Trans. Computers, April, 2023

WiFi signal-based user authentication

Jiadi Yu, Hao Kong, Linghe Kong

Springer Briefs in Computer Science, Springer, ISBN: 978-981-99-5913-6, 2023

RF-Mic: Live Voice Eavesdropping via Capturing Subtle Facial Speech Dynamics Leveraging RFID.

Yunzhong Chen, Jiadi Yu, Linghe Kong, Hao Kong, Yanmin Zhu, Yi-Chao Chen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023

Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements?

Haohan Zhang, Fengrui Hua, Chengjin Xu, Jian Guo, Hao Kong, Ruiting Zuo

CoRR, 2023

mm3DFace: Nonintrusive 3D Facial Reconstruction Leveraging mmWave Signals.

Jiahong Xie, Hao Kong, Jiadi Yu, Yingying Chen, Linghe Kong, Yanmin Zhu, Feilong Tang

Proceedings of the 21st Annual International Conference on Mobile Systems, 2023

KPU-SQL: Kernel Processing Unit for High-Performance SQL Acceleration.

Hao Kong, Haishuang Fan, Jingya Wu, Liyun Cheng, Yan Chen, Wenyan Lu, Guihai Yan, Xiaowei Li

Proceedings of the Great Lakes Symposium on VLSI 2023, 2023

EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI.

Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning.

Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout.

HsiaoYuan Hsu, Xiangteng He, Yuxin Peng, Hao Kong, Qing Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Towards Robust Multi-user 3D Posture Tracking Through mmWave Signals.

Xiangyu Xu, Hao Kong, Jiadi Yu

Proceedings of the ACM Turing Award Celebration Conference - China 2023, 2023

2022

Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond.

Xiangzhong Luo, Di Liu, Shuo Huai, Hao Kong, Hui Chen, Weichen Liu

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Bringing AI to edge: From deep learning's perspective.

Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam

Neurocomputing, 2022

EDLAB: A Benchmark for Edge Deep Learning Accelerators.

Hao Kong, Shuo Huai, Di Liu, Lei Zhang, Hui Chen, Shien Zhu, Shiqing Li, Weichen Liu, Manu Rastogi, Ravi Subramaniam, Madhu Athreya, M. Anthony Lewis

IEEE Des. Test, 2022

SymNMF-Net for The Symmetric NMF Problem.

Mingjie Li, Hao Kong, Zhouchen Lin

CoRR, 2022

m³Track: mmwave-based multi-user 3D posture tracking.

Hao Kong, Xiangyu Xu, Jiadi Yu, Qilin Chen, Chenguang Ma, Yingying Chen, Yi-Chao Chen, Linghe Kong

Proceedings of the MobiSys '22: The 20th Annual International Conference on Mobile Systems, Applications and Services, Portland, Oregon, 27 June 2022, 2022

Push the Limit of WiFi-based User Authentication towards Undefined Gestures.

Hao Kong, Li Lu, Jiadi Yu, Yanmin Zhu, Feilong Tang, Yingying Chen, Linghe Kong, Feng Lyu

Proceedings of the IEEE INFOCOM 2022, 2022

Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems.

Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Proceedings of the IEEE 40th International Conference on Computer Design, 2022

Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware.

Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms.

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Work-in-Progress: What to Expect of Early Training Statistics? An Investigation on Hardware-Aware Neural Architecture Search.

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu

Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2022

HACScale: Hardware-Aware Compound Scaling for Resource-Efficient DNNs.

Hao Kong, Di Liu, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

Continuous Authentication Through Finger Gesture Interaction for Smart Homes Using WiFi.

Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Feilong Tang

IEEE Trans. Mob. Comput., 2021

Tensor Q-rank: new data dependent definition of tensor rank.

Hao Kong, Canyi Lu, Zhouchen Lin

Mach. Learn., 2021

MultiAuth: Enable Multi-User Authentication with Single Commodity WiFi Device.

Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Xiangyu Xu, Feilong Tang, Yi-Chao Chen

Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

2020

SEE-LPR: A Semantic Segmentation Based End-to-End System for Unconstrained License Plate Detection and Recognition.

Dongqi Tang, Hao Kong, Xi Meng, Ruo-Ze Liu, Tong Lu

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Maximum-and-Concatenation Networks.

Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin

Proceedings of the 37th International Conference on Machine Learning, 2020

EdgeNAS: Discovering Efficient Neural Architectures for Edge Systems.

Xiangzhong Luo, Di Liu, Hao Kong, Weichen Liu

Proceedings of the 38th IEEE International Conference on Computer Design, 2020

Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph.

Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Tensor Q-Rank: A New Data Dependent Tensor Rank.

Hao Kong, Zhouchen Lin

CoRR, 2019

FingerPass: Finger Gesture-based Continuous User Authentication for Smart Homes Using Commodity WiFi.

Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Linghe Kong, Minglu Li

Proceedings of the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2019

End-to-End Multi-Perspective Matching for Entity Resolution.

Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Multimodal Image Captioning Through Combining Reinforced Cross Entropy Loss and Stochastic Deprecation.

Xi Meng, Hao Kong, Dongqi Tang, Tong Lu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

GARN: A Novel Generative Adversarial Recognition Network for End-to-End Scene Character Recognition.

Hao Kong, Dongqi Tang, Xi Meng, Tong Lu

Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution.

Hao Nie, Xianpei Han, Ben He, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018

t-Schatten-p Norm for Low-Rank Tensor Recovery.

Hao Kong, Xingyu Xie, Zhouchen Lin

IEEE J. Sel. Top. Signal Process., 2018

Text Component Reconstruction for Tracking in Video.

Minglei Yuan, Palaiahnakote Shivakumara, Hao Kong, Tong Lu, Umapada Pal

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

2012

A Measurement Model for Trustworthiness of Information System Based on Third-Party Testing Data.

Jiaping Zuo, Pei Ren, Hao Kong

Proceedings of the Trustworthy Computing and Services - International Conference, ISCTCS 2012, Beijing, China, May 28, 2012

2009

Emotion Recognition Based on Dynamic Ensemble Feature Selection.

Yong Yang, Guoyin Wang, Hao Kong

Proceedings of the Man-Machine Interactions, 2009