Jacqueline C. K. Lam

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 31

Top Topics

Expression Recognition

Sensor Placement

Top Venues

IEEE Trans. Big Data

Publications

Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Distilling Region-Wise and Channel-Wise Deep Structural Facial Relationships for FAU (DSR-FAU) Intensity Estimation. IEEE Trans. Affect. Comput. 14 (2) (2023)
Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam, Kelvin Chan
GCN-ST-MDIR: Graph Convolutional Network-Based Spatial-Temporal Missing Air Pollution Data Pattern Identification and Recovery. IEEE Trans. Big Data 9 (5) (2023)
Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam
Hierarchical Recovery of Missing Air Pollution Data via Improved Long-Short Term Context Encoder Network. IEEE Trans. Big Data 9 (1) (2023)
Shiguang Song, Victor O. K. Li, Jacqueline C. K. Lam, Yi Wang
Personalized Ambient Pollution Estimation Based on Stationary-Camera-Taken Images Under Cross-Camera Information Sharing in Smart City. IEEE Internet Things J. 10 (17) (2023)
Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam
Missing Air Pollution Data Recovery Based on Long-Short Term Context Encoder. IEEE Trans. Big Data 8 (3) (2022)
Qi Zhang, Yang Han, Victor O. K. Li, Jacqueline C. K. Lam
Deep-AIR: A Hybrid CNN-LSTM Framework for Fine-Grained Air Pollution Estimation and Forecast in Metropolitan Cities. IEEE Access 10 (2022)
Yingruo Fan, Victor O. K. Li, Jacqueline C. K. Lam
Facial Expression Recognition With Deeply-Supervised Attention Network. IEEE Trans. Affect. Comput. 13 (2) (2022)
Yang Han, Jacqueline C. K. Lam, Victor O. K. Li, Qi Zhang
A Domain-Specific Bayesian Deep-Learning Approach for Air Pollution Forecast. IEEE Trans. Big Data 8 (4) (2022)
Yang Han, Qi Zhang, Victor O. K. Li, Jacqueline C. K. Lam
Deep-AIR: A Hybrid CNN-LSTM Framework for Air Quality Modeling in Metropolitan Cities. CoRR (2021)
Shiguang Song, Jacqueline C. K. Lam, Yang Han, Victor O. K. Li
and PM₁₀ Estimation Using Sequential Smartphone Images. IEEE Access 8 (2020)
Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution. CoRR (2020)
Yangwen Yu, James J. Q. Yu, Victor O. K. Li, Jacqueline C. K. Lam
A Novel Interpolation-SVT Approach for Recovering Missing Low-Rank Air Quality Data. IEEE Access 8 (2020)
Yingruo Fan, Jacqueline C. K. Lam, Victor On Kwok Li
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution. AAAI (2020)
Ruiqiao Bai, Jacqueline C. K. Lam, Victor O. K. Li
Siamese-Like Convolutional Neural Network for Fine-Grained Income Estimation of Developed Economies. IEEE Access 8 (2020)
Chenxi Sun, Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam
Multi-Type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring. Sensors 19 (1) (2019)
Chenxi Sun, Victor O. K. Li, Jacqueline C. K. Lam, Ian Leslie
Optimal Citizen-Centric Sensor Placement for Air Quality Monitoring: A Case Study of City of Cambridge, the United Kingdom. IEEE Access 7 (2019)
Andong Wang, Victor O. K. Li, Jacqueline C. K. Lam
Optimization of Urban Heating Network Design Using Genetic Algorithm. IEEE BigData (2018)
Yang Han, Victor O. K. Li, Jacqueline C. K. Lam, Zhiyi Lu
UMeAir: Predicting Momentary Happiness Towards Air Quality via Machine Learning. UbiComp/ISWC Adjunct (2018)
Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Multi-Region Ensemble Convolutional Neural Network for Facial Expression Recognition. CoRR (2018)
Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Multi-region Ensemble Convolutional Neural Network for Facial Expression Recognition. ICANN (1) (2018)
Bin Guo, Yan Liu, Leye Wang, Victor O. K. Li, Jacqueline C. K. Lam, Zhiwen Yu
Task Allocation in Spatial Crowdsourcing: Current State and Future Directions. IEEE Internet Things J. 5 (3) (2018)
Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Unsupervised Domain Adaptation with Generative Adversarial Networks for Facial Emotion Recognition. IEEE BigData (2018)
Yang Han, Jacqueline C. K. Lam, Victor O. K. Li
A Bayesian LSTM Model to Evaluate the Effects of Air Pollution Control Regulations in China. IEEE BigData (2018)
Yao Jing, Bin Guo, Zhu Wang, Victor O. K. Li, Jacqueline C. K. Lam, Zhiwen Yu
CrowdTracker: Optimized Urban Moving Object Tracking Using Mobile Crowd Sensing. IEEE Internet Things J. 5 (5) (2018)
Chenxi Sun, Victor O. K. Li, Jacqueline C. K. Lam
Optimal Citizen-Centric Sensor Placement for Citywide Environmental Monitoring - A Submodular Approach. SECON Workshops (2018)
Yingruo Fan, Jacqueline C. K. Lam, Victor O. K. Li
Video-based Emotion Recognition Using Deeply-Supervised Neural Networks. ICMI (2018)
Zhiyi Lu, Jacqueline C. K. Lam, Victor O. K. Li, Yang Han, Zafar Gilani
In Search of A Better Land: Would People Move to A Country with Better Air Quality? A Global Survey Based on Twitter Data. IEEE BigData (2018)
Tong Guo, Bin Guo, Yi Ouyang, Zhiwen Yu, Jacqueline C. K. Lam, Victor O. K. Li
CrowdTravel: scenic spot profiling by using heterogeneous crowdsourced data. J. Ambient Intell. Humaniz. Comput. 9 (6) (2018)
Chenxi Sun, Yangwen Yu, Victor O. K. Li, Jacqueline C. K. Lam
Optimal Multi-type Sensor Placements in Gaussian Spatial Fields for Environmental Monitoring. ISC2 (2018)
Yangwen Yu, James Jian Qiao Yu, Victor O. K. Li, Jacqueline C. K. Lam
Low-rank singular value thresholding for recovering missing air quality data. IEEE BigData (2017)
Victor O. K. Li, Jacqueline C. K. Lam, Yun Chen, Jiatao Gu
Deep Learning Model to Estimate Air Pollution Using M-BP to Fill in Missing Proxy Urban Data. GLOBECOM (2017)
Wilton Fok, Jacqueline C. K. Lam
Real-time interactive learning through smart mobile devices. ICDSC (2012)
Jacqueline C. K. Lam, Peter Hills, Esther C. T. Wong
Transitioning Towards a Low-Carbon Hydrogen Economy in the United States: Role of Transition Management. Int. J. Appl. Logist. 3 (3) (2012)
Jacqueline C. K. Lam, Peter Hills
Promoting Technological Environmental Innovations: The Role of Environmental Regulation. Int. J. Appl. Logist. 2 (2) (2011)