Siew-Kei Lam

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 98

Top Topics

Pedestrian Detection

Compressive Sensing

Top Venues

IEEE Trans. Intell. Transp. Syst.

IACR Cryptol. ePrint Arch.

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

Publications

Yidan Sun, Siew-Kei Lam, Guiyuan Jiang, Peilan He
Streamlining DNN Obfuscation to Defend Against Model Stealing Attacks. ISCAS (2024)
Licheng Zhang, Siew-Kei Lam, Dingsheng Luo, Xihong Wu
Employing feature mixture for active learning of object detection. Neurocomputing 594 (2024)
Mudasar Basha, Munuswamy Siva Kumar, Mangali Chinna Chinnaiah, Siew-Kei Lam, Thambipillai Srikanthan, Narambhatla Janardhan, Dodde Hari Krishna, Sanjay Dubey
Hardware Schemes for Smarter Indoor Robotics to Prevent the Backing Crash Framework Using Field Programmable Gate Array-Based Multi-Robots. Sensors 24 (6) (2024)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Graph Mining under Data scarcity. CoRR (2024)
Mudasar Basha, Munuswamy Siva Kumar, Mangali Chinna Chinnaiah, Siew-Kei Lam, Thambipillai Srikanthan, G. Divya Vani, Narambhatla Janardhan, Dodde Hari Krishna, Sanjay Dubey
A Versatile Approach for Adaptive Grid Mapping and Grid Flex-Graph Exploration with a Field-Programmable Gate Array-Based Robot Using Hardware Schemes. Sensors 24 (9) (2024)
Changshuo Wang, Meiqing Wu, Siew-Kei Lam, Xin Ning, Shangshu Yu, Ruiping Wang, Weijun Li, Thambipillai Srikanthan
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding. CoRR (2024)
Miyuru Thathsara, Siew-Kei Lam, Damith Kawshan, Duvindu Piyasena
Hardware Accelerator for Feature Matching with Binary Search Tree. ISCAS (2024)
Do Van Minh, Meiqing Wu, Siew-Kei Lam, Thambipillai Srikanthan
Achieving Real-time Visual Tracking with Low-Cost Edge AI. ICCPS (2024)
Srivatsan Chandrasekar, Siew-Kei Lam, Srikanthan Thambipillai
DNN Model Theft Through Trojan Side-Channel on Edge FPGA Accelerator. ARC (2023)
Dihao Ai, Guiyuan Jiang, Siew-Kei Lam, Peilan He, Chengwu Li
Computer vision framework for crack detection of civil infrastructure - A review. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Mudasar Basha, Munuswamy Siva Kumar, Mangali Chinna Chinnaiah, Siew-Kei Lam, Thambipillai Srikanthan, Narambhatla Janardhan, Dodde Hari Krishna, Sanjay Dubey
A Versatile Approach to Polygonal Object Avoidance in Indoor Environments with Hardware Schemes Using an FPGA-Based Multi-Robot. Sensors 23 (23) (2023)
Divya Vani G, Srinivasa Rao Karumuri, Chinnaiah M. C., Siew-Kei Lam, Janardhan Narambhatlu, Sanjay Dubey
Hardware-Efficient Scheme for Trailer Robot Parking by Truck Robot in an Indoor Environment with Rendezvous. Sensors 23 (11) (2023)
Jiaxing Li, Jigang Wu, Long Chen, Jin Li, Siew-Kei Lam
Blockchain-Based Secure Key Management for Mobile Edge Computing. IEEE Trans. Mob. Comput. 22 (1) (2023)
Dongshuo Zhang, Meiqing Wu, Siew-Kei Lam
Training-Free Attentive-Patch Selection for Visual Place Recognition. IROS (2023)
Changhai Ou, Debiao He, Kexin Qiao, Shihui Zheng, Siew-Kei Lam, Fan Zhang
CoTree: A Side-Channel Collision Tool to Push the Limits of Conquerable Space. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Peilan He, Guiyuan Jiang, Siew-Kei Lam, Yidan Sun
ML-MMAS: Self-learning ant colony optimization for multi-criteria journey planning. Inf. Sci. 609 (2022)
Appan Rakaraddi, Siew-Kei Lam, Mahardhika Pratama, Marcus de Carvalho
Reinforced Continual Learning for Graphs. CIKM (2022)
Guiyuan Jiang, Siew-Kei Lam, Peilan He, Changhai Ou, Dihao Ai
A Multi-Scale Attributes Attention Model for Transport Mode Identification. IEEE Trans. Intell. Transp. Syst. 23 (1) (2022)
Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Peilan He, Fangxin Ning
Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency. Appl. Soft Comput. 124 (2022)
Gaurav Singh, Meiqing Wu, Do Van Minh, Siew-Kei Lam
Fast Semantic-Aware Motion State Detection for Visual SLAM in Dynamic Environment. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Peilan He
Learning Traffic Network Embeddings for Predicting Congestion Propagation. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Peilan He, Guiyuan Jiang, Siew-Kei Lam, Yidan Sun, Fangxin Ning
Exploring Public Transport Transfer Opportunities for Pareto Search of Multicriteria Journeys. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Chengju Zhou, Meiqing Wu, Siew-Kei Lam
Enhanced Multi-Task Learning Architecture for Detecting Pedestrian at Far Distance. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Chengju Zhou, Meiqing Wu, Siew-Kei Lam
A Unified Multi-Task Learning Architecture for Fast and Accurate Pedestrian Detection. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Wanshun Gao, Meiqing Wu, Siew-Kei Lam, Qihui Xia, Jianhua Zou
Decoupled self-supervised label augmentation for fully-supervised image classification. Knowl. Based Syst. 235 (2022)
Jiangshan Long, Changhai Ou, Zhu Wang, Shihui Zheng, Fei Yan, Fan Zhang, Siew-Kei Lam
Snowball: Another View on Side-Channel Key Recovery Tools. IACR Cryptol. ePrint Arch. 2022 (2022)
Wei He, Meiqing Wu, Mingfu Liang, Siew-Kei Lam
CAP: Context-Aware Pruning for Semantic Segmentation. WACV (2021)
Changhai Ou, Debiao He, Zhu Wang, Kexin Qiao, Shihui Zheng, Siew-Kei Lam
CoTree: Push the Limits of Conquerable Space in Collision-Optimized Side-Channel Attacks. IACR Cryptol. ePrint Arch. 2021 (2021)
Changhai Ou, Xinping Zhou, Siew-Kei Lam, Chengju Zhou, Fangxin Ning
Information Entropy-Based Leakage Profiling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (6) (2021)
Yidan Sun, Peilan He, Guiyuan Jiang, Siew-Kei Lam
Learning Congestion Propagation Behaviors for Traffic Prediction. ITSC (2021)
Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Peilan He, Fangxin Ning
Multi-fold Correlation Attention Network for Predicting Traffic Speeds with Heterogeneous Frequency. CoRR (2021)
Gaurav Singh, Meiqing Wu, Siew-Kei Lam, Do Van Minh
Hierarchical Loop Closure Detection for Long-term Visual SLAM with Semantic-Geometric Descriptors. ITSC (2021)
Changhai Ou, Siew-Kei Lam, Degang Sun, Xinping Zhou, Kexin Qiao, Qu Wang
SNR-Centric Power Trace Extractors for Side-Channel Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (4) (2021)
Thinh Hung Pham, Ben Marshall, Alexander Fell, Siew-Kei Lam, Daniel Page
XDIVINSA: eXtended DIVersifying INStruction Agent to Mitigate Power Side-Channel Leakage. IACR Cryptol. ePrint Arch. 2021 (2021)
Sirin Haddad, Siew-Kei Lam
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction. ICIP (2021)
Changhai Ou, Chengju Zhou, Siew-Kei Lam, Guiyuan Jiang
Multiple-Differential Mechanism for Collision-Optimized Divide-and-Conquer Attacks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Fangxin Ning, Guiyuan Jiang, Siew-Kei Lam, Changhai Ou, Peilan He, Yidan Sun
Passenger-centric vehicle routing for first-mile transportation considering request uncertainty. Inf. Sci. 570 (2021)
Saru Vig, Siew-Kei Lam, Rohan Juneja
Cache-Aware Dynamic Skewed Tree for Fast Memory Authentication. ASP-DAC (2021)
Thinh Hung Pham, Ben Marshall, Alexander Fell, Siew-Kei Lam, Daniel Page
XDIVINSA: eXtended DIVersifying INStruction Agent to Mitigate Power Side-Channel Leakage. ASAP (2021)
Duvindu Piyasena, Siew-Kei Lam, Meiqing Wu
Edge Accelerator for Lifelong Deep Learning using Streaming Linear Discriminant Analysis. FCCM (2021)
He Wei, Meiqing Wu, Siew-Kei Lam
ACSL: Adaptive correlation-driven sparsity learning for deep neural network compression. Neural Networks 144 (2021)
Duvindu Piyasena, Siew-Kei Lam, Meiqing Wu
Accelerating Continual Learning on Edge FPGA. FPL (2021)
Changhai Ou, Siew-Kei Lam, Guiyuan Jiang
The Science of Guessing in Collision-Optimized Divide-and-Conquer Attacks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (6) (2021)
Chengju Zhou, Meiqing Wu, Siew-Kei Lam
Group Cost-Sensitive BoostLR With Vector Form Decorrelated Filters for Pedestrian Detection. IEEE Trans. Intell. Transp. Syst. 21 (12) (2020)
Sirin Haddad, Siew-Kei Lam
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction. CoRR (2020)
Peilan He, Guiyuan Jiang, Siew-Kei Lam, Yidan Sun
Learning heterogeneous traffic patterns for travel time prediction of bus journeys. Inf. Sci. 512 (2020)
Wenjun Shi, Jigang Wu, Guiyuan Jiang, Siew-Kei Lam
Multiple-Choice Hardware/Software Partitioning for Tree Task-Graph on MPSoC. Comput. J. 63 (5) (2020)
Saru Vig, Rohan Juneja, Siew-Kei Lam
DISSECT: Dynamic Skew-and-Split Tree for Memory Authentication. DATE (2020)
Heechul Bae, Eoin Brophy, Rosa H. M. Chan, Baoquan Chen, Fan Feng, Gabriele Graffieti, Vidit Goel, Xinyue Hao, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Chuanlin Lan, Qi Liu, Vincenzo Lomonaco, Liang Ma, Davide Maltoni, German Ignacio Parisi, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Qi She, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qihan Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision: Object Recognition Challenge [Competitions]. IEEE Robotics Autom. Mag. 27 (2) (2020)
Gaurav Singh, Meiqing Wu, Siew-Kei Lam
Fusing Semantics and Motion State Detection for Robust Visual SLAM. WACV (2020)
Changhai Ou, Siew-Kei Lam, Chengju Zhou, Guiyuan Jiang, Fan Zhang
A Lightweight Detection Algorithm For Collision-Optimized Divide-and-Conquer Attacks. IEEE Trans. Computers 69 (11) (2020)
Manaar Alam, Debdeep Mukhopadhyay, Sai Praveen Kadiyala, Siew-Kei Lam, Thambipillai Srikanthan
Improving accuracy of HPC-based malware classification for embedded platforms using gradient descent optimization. J. Cryptogr. Eng. 10 (4) (2020)
Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Fangxin Ning
Designing Energy-Efficient MPSoC with Untrustworthy 3PIP Cores. IEEE Trans. Parallel Distributed Syst. 31 (1) (2020)
Qi She, Fan Feng, Qi Liu, Rosa H. M. Chan, Xinyue Hao, Chuanlin Lan, Qihan Yang, Vincenzo Lomonaco, German Ignacio Parisi, Heechul Bae, Eoin Brophy, Baoquan Chen, Gabriele Graffieti, Vidit Goel, Hyonyoung Han, Sathursan Kanagarajah, Somesh Kumar, Siew-Kei Lam, Tin Lun Lam, Liang Ma, Davide Maltoni, Lorenzo Pellegrini, Duvindu Piyasena, Shiliang Pu, Debdoot Sheet, Soonyong Song, Youngsung Son, Zhengwei Wang, Tomas E. Ward, Jianwen Wu, Meiqing Wu, Di Xie, Yangsheng Xu, Lin Yang, Qiaoyong Zhong, Liguang Zhou
IROS 2019 Lifelong Robotic Vision Challenge - Lifelong Object Recognition Report. CoRR (2020)
Guiyuan Jiang, Siew-Kei Lam, Fangxin Ning, Peilan He, Jidong Xie
Peak-Hour Vehicle Routing for First-Mile Transportation: Problem Formulation and Algorithms. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Sai Praveen Kadiyala, Pranav Jadhav, Siew-Kei Lam, Thambipillai Srikanthan
Hardware Performance Counter-Based Fine-Grained Malware Detection. ACM Trans. Embed. Comput. Syst. 19 (5) (2020)
Changhai Ou, Chengju Zhou, Siew-Kei Lam
A First Study of Compressive Sensing for Side-Channel Leakage Sampling. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (10) (2020)
Sirin Haddad, Siew-Kei Lam
Self-Growing Spatial Graph Networks for Pedestrian Trajectory Prediction. WACV (2020)
Peilan He, Guiyuan Jiang, Siew-Kei Lam, Dehua Tang
Travel-Time Prediction of Bus Journey With Multiple Bus Trips. IEEE Trans. Intell. Transp. Syst. 20 (11) (2019)
Zikai Zhang, Jigang Wu, Long Chen, Guiyuan Jiang, Siew-Kei Lam
Collaborative Task Offloading with Computation Result Reusing for Mobile Edge Computing. Comput. J. 62 (10) (2019)
Saru Vig, Rohan Juneja, Guiyuan Jiang, Siew-Kei Lam, Changhai Ou
Framework for Fast Memory Authentication Using Dynamically Skewed Integrity Tree. IEEE Trans. Very Large Scale Integr. Syst. 27 (10) (2019)
Sai Praveen Kadiyala, Vikram Kumar Pudi, Mohit Garg, Hau T. Ngo, Siew-Kei Lam, Thambipillai Srikanthan
Hardware Efficient NIPALS Architecture for Principal Component Analysis of Hyper Spectral Images. SoCC (2019)
Siew-Kei Lam, Guiyuan Jiang, Meiqing Wu, Bin Cao
Area-Time Efficient Streaming Architecture for FAST and BRIEF Detector. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Peilan He, Yidan Sun, Guiyuan Jiang, Siew-Kei Lam
Predicting Travel Time of Bus Journeys with Alternative Bus Services. ICDM Workshops (2019)
Changhai Ou, Degang Sun, Siew-Kei Lam, Xinping Zhou, Kexin Qiao, Qu Wang
SNR-Centric Power Trace Extractors for Side-Channel Attacks. IACR Cryptol. ePrint Arch. 2019 (2019)
Alexander Fell, Thinh Hung Pham, Siew-Kei Lam
TAD: time side-channel attack defense of obfuscated source code. ASP-DAC (2019)
Changhai Ou, Siew-Kei Lam, Guiyuan Jiang
The Art of Guessing in Combined Side-Channel Collision Attacks. IACR Cryptol. ePrint Arch. 2019 (2019)
Duvindu Piyasena, Rukshan Wickramasinghe, Debdeep Paul, Siew-Kei Lam, Meiqing Wu
Lowering Dynamic Power of a Stream-based CNN Hardware Accelerator. MMSP (2019)
Changhai Ou, Siew-Kei Lam
Full Collision Attack: Pushing the Limits of Exhaustible Key Spaces. IACR Cryptol. ePrint Arch. 2019 (2019)
Gaurav Singh, Meiqing Wu, Siew-Kei Lam
Revisiting Visual Odometry for Real-Time Performance. MVA (2019)
Siew-Kei Lam, Teck Chuan Lim, Meiqing Wu, Bin Cao, Bhavan A. Jasani
Data-path unrolling with logic folding for area-time-efficient FPGA-based FAST corner detector. J. Real Time Image Process. 16 (6) (2019)
Thinh Hung Pham, Phong Tran, Siew-Kei Lam
High-Throughput and Area-Optimized Architecture for rBRIEF Feature Extraction. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Gangqiang Zhou, Jigang Wu, Long Chen, Guiyuan Jiang, Siew-Kei Lam
Efficient three-stage auction schemes for cloudlets deployment in wireless access network. Wirel. Networks 25 (6) (2019)
Duvindu Piyasena, Rukshan Wickramasinghe, Debdeep Paul, Siew-Kei Lam, Meiqing Wu
Reducing Dynamic Power in Streaming CNN Hardware Accelerators by Exploiting Computational Redundancies. FPL (2019)
Yidan Sun, Guiyuan Jiang, Siew-Kei Lam, Shicheng Chen, Peilan He
Bus Travel Speed Prediction using Attention Network of Heterogeneous Correlation Features. SDM (2019)
Alok Prakash, Christopher T. Clarke, Siew-Kei Lam, Thambipillai Srikanthan
Rapid Memory-Aware Selection of Hardware Accelerators in Programmable SoC Design. IEEE Trans. Very Large Scale Integr. Syst. 26 (3) (2018)
Thinh Hung Pham, Alexander Fell, Arnab Kumar Biswas, Siew-Kei Lam, Nandeesha Veeranna
CIDPro: Custom Instructions for Dynamic Program Diversification. FPL (2018)
Siew-Kei Lam, Teck Chuan Lim, Meiqing Wu, Bin Cao, Bhavan A. Jasani
Area-Time Efficient FAST Corner Detector Using Data-Path Transposition. IEEE Trans. Circuits Syst. II Express Briefs (9) (2018)
R. Rohith, Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, Siew-Kei Lam
LifeSim: A lifetime reliability simulator for manycore systems. CCWC (2018)
Changhai Ou, Xinping Zhou, Siew-Kei Lam
Information Entropy Based Leakage Certification. IACR Cryptol. ePrint Arch. 2018 (2018)
Gangqiang Zhou, Jigang Wu, Long Chen, Guiyuan Jiang, Siew-Kei Lam
Efficient Three-stage Auction Schemes for Cloudlets Deployment in Wireless Access Network. CoRR (2018)
Changhai Ou, Chengju Zhou, Siew-Kei Lam
Compressive Sensing based Leakage Sampling and Reconstruction: A First Study. IACR Cryptol. ePrint Arch. 2018 (2018)
Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, Thambipillai Srikanthan, R. Rohith, Siew-Kei Lam, Muhammad Shafique
HiMap: A hierarchical mapping approach for enhancing lifetime reliability of dark silicon manycore systems. DATE (2018)
Bhavan A. Jasani, Siew-Kei Lam, Pramod Kumar Meher, Meiqing Wu
Threshold-Guided Design and Optimization for Harris Corner Detector Architecture. IEEE Trans. Circuits Syst. Video Technol. 28 (12) (2018)
Saru Vig, Guiyuan Jiang, Siew-Kei Lam
Dynamic skewed tree for fast memory integrity verification. DATE (2018)
Thinh Hung Pham, Alexander Fell, Arnab Kumar Biswas, Siew-Kei Lam, Nandeesha Veeranna
CIDPro: Custom Instructions for Dynamic Program Diversification. CoRR (2018)
Jigang Wu, Long Chen, Xu Wang, Guiyuan Jiang, Siew-Kei Lam, Thambipillai Srikanthan
Algorithms for Replica Placement and Update in Tree Network. Comput. J. 61 (2) (2018)
Saru Vig, Siew-Kei Lam, Sarani Bhattacharya, Debdeep Mukhopadhyay
Rapid detection of rowhammer attacks using dynamic skewed hash tree. HASP@ISCA (2018)
Longting Zhu, Jigang Wu, Guiyuan Jiang, Long Chen, Siew-Kei Lam
Efficient hybrid multicast approach in wireless data center network. Future Gener. Comput. Syst. 83 (2018)
Piyush Bhandari, Meiqing Wu, Nazia Aslam, Siew-Kei Lam, Maheshkumar Kolekar
Efficient Sparse to Dense Stereo Matching Technique. CVIP (1) (2018)
Saru Vig, Tan Yng Tzer, Guiyuan Jiang, Siew-Kei Lam
Customizing Skewed Trees for Fast Memory Integrity Verification in Embedded Systems. ISVLSI (2017)
Meiqing Wu, Siew-Kei Lam, Thambipillai Srikanthan
A Framework for Fast and Robust Visual Odometry. IEEE Trans. Intell. Transp. Syst. 18 (12) (2017)
Chengju Zhou, Meiqing Wu, Siew-Kei Lam
Fast and Accurate Pedestrian Detection using Dual-Stage Group Cost-Sensitive RealBoost with Vector Form Filters. ACM Multimedia (2017)
Chengju Zhou, Meiqing Wu, Siew-Kei Lam
Group Cost-sensitive Boosting with Multi-scale Decorrelated Filters for Pedestrian Detection. BMVC (2017)
Siew-Kei Lam, Rakesh Kumar Bijarniya, Meiqing Wu
Lowering dynamic power in stream-based harris corner detection architecture. FPT (2017)
Guiyuan Jiang, Siew-Kei Lam, Yidan Sun, Lijia Tu, Jigang Wu
Joint Charging Tour Planning and Depot Positioning for Wireless Sensor Networks Using Mobile Chargers. IEEE/ACM Trans. Netw. 25 (4) (2017)
Sai Praveen Kadiyala, Vikram Kumar Pudi, Siew-Kei Lam
Approximate compressed sensing for hardware-efficient image compression. SoCC (2017)
Zikai Zhang, Jigang Wu, Guiyuan Jiang, Long Chen, Siew-Kei Lam
QoE-Aware Task Offloading for Time Constraint Mobile Applications. LCN (2017)