Hao Kong

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 53

Top Topics

User Authentication

Entity Resolution

Neural Architecture

Top Venues

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

Publications

Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Shiqing Li, Guochu Xiong, Weichen Liu
Pearls Hide Behind Linearity: Simplifying Deep Convolutional Networks for Embedded Hardware Systems via Linearity Grafting. ASPDAC (2024)
Zi-Ming Wu, Hao Kong, Bin Yan, Jeng-Shyang Pan, Hong-Mei Yang, Zhen-Zhen Ju
FPGA implementation of secret sharing for textured 3D mesh model based on texture vertex correlation. J. Real Time Image Process. 21 (3) (2024)
Hao Kong, Jie Xu, Shenjian Gong, Jian Yang, Shanshan Zhang
Adaptive Pedestrian Trajectory Prediction via Target-Directed Angle Augmentation. ICASSP (2024)
Vikash Sathiamoorthy, Shuo Huai, Hao Kong, Di Liu, Wendy Yong Yi Loy, Christian Makaya, Daren Ho, Ravi Subramaniam, Qian Lin, Weichen Liu
FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection. ACM Great Lakes Symposium on VLSI (2024)
Shuo Huai, Hao Kong, Shiqing Li, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EvoLP: Self-Evolving Latency Predictor for Model Compression in Real-Time Edge Systems. IEEE Embed. Syst. Lett. 16 (2) (2024)
Haohan Zhang, Fengrui Hua, Chengjin Xu, Jian Guo, Hao Kong, Ruiting Zuo
Unveiling the Potential of Sentiment: Can Large Language Models Predict Chinese Stock Price Movements? CoRR (2023)
Jiahong Xie, Hao Kong, Jiadi Yu, Yingying Chen, Linghe Kong, Yanmin Zhu, Feilong Tang
mm3DFace: Nonintrusive 3D Facial Reconstruction Leveraging mmWave Signals. MobiSys (2023)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
LightNAS: On Lightweight and Scalable Neural Architecture Search for Embedded Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (6) (2023)
Hao Kong, Wenyan Lu, Yan Chen, Jingya Wu, Yu Zhang, Guihai Yan, Xiaowei Li
DOE: database offloading engine for accelerating SQL processing. Distributed Parallel Databases 41 (3) (2023)
Eugene Yin Cheung Wong, Ray Tak-Yin Hui, Hao Kong
Perceived usefulness of, engagement with, and effectiveness of virtual reality environments in learning industrial operations: the moderating role of openness to experience. Virtual Real. 27 (3) (2023)
Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Xiangyu Xu, Feng Lyu
Toward Multi-User Authentication Using WiFi Signals. IEEE/ACM Trans. Netw. 31 (5) (2023)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
SurgeNAS: A Comprehensive Surgery on Hardware-Aware Differentiable Neural Architecture Search. IEEE Trans. Computers 72 (4) (2023)
Xiangyu Xu, Hao Kong, Jiadi Yu
Towards Robust Multi-user 3D Posture Tracking Through mmWave Signals. ACM TUR-C (2023)
Hao Kong, Xiangzhong Luo, Shuo Huai, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EMNAPE: Efficient Multi-Dimensional Neural Architecture Pruning for EdgeAI. DATE (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Shiqing Li, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
CRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Shuo Huai, Di Liu, Hao Kong, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Latency-constrained DNN architecture learning for edge systems using zerorized batch normalization. Future Gener. Comput. Syst. 142 (2023)
Shuo Huai, Hao Kong, Xiangzhong Luo, Di Liu, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
On Hardware-Aware Design and Optimization of Edge Intelligence. IEEE Des. Test 40 (6) (2023)
HsiaoYuan Hsu, Xiangteng He, Yuxin Peng, Hao Kong, Qing Zhang
PosterLayout: A New Benchmark and Approach for Content-Aware Visual-Textual Presentation Layout. CVPR (2023)
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
EdgeCompress: Coupling Multidimensional Model Compression and Dynamic Inference for EdgeAI. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Hao Kong, Haishuang Fan, Jingya Wu, Liyun Cheng, Yan Chen, Wenyan Lu, Guihai Yan, Xiaowei Li
KPU-SQL: Kernel Processing Unit for High-Performance SQL Acceleration. ACM Great Lakes Symposium on VLSI (2023)
Hao Kong, Di Liu, Xiangzhong Luo, Shuo Huai, Ravi Subramaniam, Christian Makaya, Qian Lin, Weichen Liu
Towards Efficient Convolutional Neural Network for Embedded Hardware via Multi-Dimensional Pruning. DAC (2023)
HsiaoYuan Hsu, Xiangteng He, Yuxin Peng, Hao Kong, Qing Zhang
PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout. CoRR (2023)
Yunzhong Chen, Jiadi Yu, Linghe Kong, Hao Kong, Yanmin Zhu, Yi-Chao Chen
RF-Mic: Live Voice Eavesdropping via Capturing Subtle Facial Speech Dynamics Leveraging RFID. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (2) (2023)
Hao Kong, Li Lu, Jiadi Yu, Yanmin Zhu, Feilong Tang, Yingying Chen, Linghe Kong, Feng Lyu
Push the Limit of WiFi-based User Authentication towards Undefined Gestures. INFOCOM (2022)
Mingjie Li, Hao Kong, Zhouchen Lin
SymNMF-Net for The Symmetric NMF Problem. CoRR (2022)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
You only search once: on lightweight differentiable architecture search for resource-constrained embedded platforms. DAC (2022)
Xiangzhong Luo, Di Liu, Shuo Huai, Hao Kong, Hui Chen, Weichen Liu
Designing Efficient DNNs via Hardware-Aware Neural Architecture Search and Beyond. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (6) (2022)
Hao Kong, Di Liu, Shuo Huai, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Smart Scissor: Coupling Spatial Redundancy Reduction and CNN Compression for Embedded Hardware. ICCAD (2022)
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
EDLAB: A Benchmark for Edge Deep Learning Accelerators. IEEE Des. Test 39 (3) (2022)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
Work-in-Progress: What to Expect of Early Training Statistics? An Investigation on Hardware-Aware Neural Architecture Search. CODES+ISSS (2022)
Hao Kong, Xiangyu Xu, Jiadi Yu, Qilin Chen, Chenguang Ma, Yingying Chen, Yi-Chao Chen, Linghe Kong
Track: mmwave-based multi-user 3D posture tracking. MobiSys (2022)
Shuo Huai, Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam, Christian Makaya, Qian Lin
Collate: Collaborative Neural Network Learning for Latency-Critical Edge Systems. ICCD (2022)
Hao Kong, Di Liu, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam
HACScale: Hardware-Aware Compound Scaling for Resource-Efficient DNNs. ASP-DAC (2022)
Xiangzhong Luo, Di Liu, Hao Kong, Shuo Huai, Hui Chen, Weichen Liu
You Only Search Once: On Lightweight Differentiable Architecture Search for Resource-Constrained Embedded Platforms. CoRR (2022)
Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam
Bringing AI to edge: From deep learning's perspective. Neurocomputing 485 (2022)
Hao Kong, Canyi Lu, Zhouchen Lin
Tensor Q-rank: new data dependent definition of tensor rank. Mach. Learn. 110 (7) (2021)
Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Xiangyu Xu, Feilong Tang, Yi-Chao Chen
MultiAuth: Enable Multi-User Authentication with Single Commodity WiFi Device. MobiHoc (2021)
Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Feilong Tang
Continuous Authentication Through Finger Gesture Interaction for Smart Homes Using WiFi. IEEE Trans. Mob. Comput. 20 (11) (2021)
Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin
Maximum-and-Concatenation Networks. CoRR (2020)
Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. CoRR (2020)
Xiangzhong Luo, Di Liu, Hao Kong, Weichen Liu
EdgeNAS: Discovering Efficient Neural Architectures for Edge Systems. ICCD (2020)
Xingyu Xie, Hao Kong, Jianlong Wu, Wayne Zhang, Guangcan Liu, Zhouchen Lin
Maximum-and-Concatenation Networks. ICML (2020)
Dongqi Tang, Hao Kong, Xi Meng, Ruo-Ze Liu, Tong Lu
SEE-LPR: A Semantic Segmentation Based End-to-End System for Unconstrained License Plate Detection and Recognition. MMM (1) (2020)
Di Liu, Hao Kong, Xiangzhong Luo, Weichen Liu, Ravi Subramaniam
Bringing AI To Edge: From Deep Learning's Perspective. CoRR (2020)
Xin Lv, Xu Han, Lei Hou, Juanzi Li, Zhiyuan Liu, Wei Zhang, Yichi Zhang, Hao Kong, Suhui Wu
Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph. EMNLP (1) (2020)
Hao Kong, Dongqi Tang, Xi Meng, Tong Lu
GARN: A Novel Generative Adversarial Recognition Network for End-to-End Scene Character Recognition. ICDAR (2019)
Hao Nie, Xianpei Han, Ben He, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong
Deep Sequence-to-Sequence Entity Matching for Heterogeneous Entity Resolution. CIKM (2019)
Hao Kong, Zhouchen Lin
Tensor Q-Rank: A New Data Dependent Tensor Rank. CoRR (2019)
Hao Kong, Li Lu, Jiadi Yu, Yingying Chen, Linghe Kong, Minglu Li
FingerPass: Finger Gesture-based Continuous User Authentication for Smart Homes Using Commodity WiFi. MobiHoc (2019)
Cheng Fu, Xianpei Han, Le Sun, Bo Chen, Wei Zhang, Suhui Wu, Hao Kong
End-to-End Multi-Perspective Matching for Entity Resolution. IJCAI (2019)
Xi Meng, Hao Kong, Dongqi Tang, Tong Lu
Multimodal Image Captioning Through Combining Reinforced Cross Entropy Loss and Stochastic Deprecation. ICME (2019)
Hao Kong, Xingyu Xie, Zhouchen Lin
t-Schatten-p Norm for Low-Rank Tensor Recovery. IEEE J. Sel. Top. Signal Process. 12 (6) (2018)
Minglei Yuan, Palaiahnakote Shivakumara, Hao Kong, Tong Lu, Umapada Pal
Text Component Reconstruction for Tracking in Video. PCM (1) (2018)
Jiaping Zuo, Pei Ren, Hao Kong
A Measurement Model for Trustworthiness of Information System Based on Third-Party Testing Data. ISCTCS (2012)
Yong Yang, Guoyin Wang, Hao Kong
Emotion Recognition Based on Dynamic Ensemble Feature Selection. ICMMI (2009)