Albert Y. S. Lam

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 73

Top Venues

CoRR

IEEE Trans. Intell. Transp. Syst.

IEEE Trans. Smart Grid

SmartGridComm

Publications

Haode Zhang, Xiao-Ming Wu, Albert Y. S. Lam
Minimizing PLM-Based Few-Shot Intent Detectors. CoRR (2024)
Yujie Feng, Bo Liu, Xiaoyu Dong, Zexin Lu, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
Continual Dialogue State Tracking via Reason-of-Select Distillation. ACL (Findings) (2024)
Timothy Shin Heng Mak, Albert Y. S. Lam
Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing. IEEE Trans. Comput. Soc. Syst. 10 (3) (2023)
Kai-Fung Chu, Albert Y. S. Lam, Ka Ho Tsoi, Zhiran Huang, Becky P. Y. Loo
Deep Encoder Cross Network for Estimated Time of Arrival. IEEE Access 11 (2023)
Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training. CoRR (2023)
Kai-Fung Chu, Tianlun Chen, Albert Y. S. Lam, Yue Song
Collaborative Routing and Charging/Discharging Scheduling of Electric Autonomous Vehicles in Coupled Power-Traffic Networks. VTC2023-Spring (2023)
Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training. ACL (Findings) (2023)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. CoRR (2022)
Li-Ming Zhan, Haowen Liang, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam
A Closer Look at Few-Shot Out-of-Distribution Intent Detection. COLING (2022)
Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam
Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. NAACL-HLT (2022)
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
New Intent Discovery with Pre-training and Contrastive Learning. ACL (1) (2022)
Calvin C. T. Chow, Albert Y. S. Lam, Wei Liu, K. T. Chau
Multisource-Multidestination Optimal Energy Routing in Static and Time-Varying Vehicular Energy Network. IEEE Internet Things J. 9 (24) (2022)
Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam
New Intent Discovery with Pre-training and Contrastive Learning. CoRR (2022)
Kai-Fung Chu, Albert Y. S. Lam, Victor O. K. Li
Traffic Signal Control Using End-to-End Off-Policy Deep Reinforcement Learning. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Kai-Fung Chu, Albert Y. S. Lam, Victor O. K. Li
Joint Rebalancing and Vehicle-to-Grid Coordination for Autonomous Vehicle Public Transportation System. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Tianlun Chen, Yue Song, David J. Hill, Albert Y. S. Lam
Chance-Constrained OPF in Droop-Controlled Microgrids With Power Flow Routers. IEEE Trans. Smart Grid 13 (4) (2022)
Timothy Shin Heng Mak, Albert Y. S. Lam
Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing. CoRR (2022)
Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training. ACL/IJCNLP (1) (2021)
Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam
Effectiveness of Pre-training for Few-shot Intent Classification. EMNLP (Findings) (2021)
Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam
Effectiveness of Pre-training for Few-shot Intent Classification. CoRR (2021)
Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training. CoRR (2021)
Kai Fung Chu, Albert Y. S. Lam, Chenchen Fan, Victor O. K. Li
Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Xiangyu Chen, Ka-Cheong Leung, Albert Y. S. Lam
Power Output Smoothing for Renewable Energy System: Planning, Algorithms, and Analysis. IEEE Syst. J. 14 (1) (2020)
Tianlun Chen, Albert Y. S. Lam, Yue Song, David J. Hill
Robust Transient Stability Constrained Optimal Power Flow with Power Flow Routers Considering Renewable Uncertainties. CoRR (2020)
Kai Fung Chu, Albert Y. S. Lam, Victor O. K. Li
Dynamic Lane Reversal Routing and Scheduling for Connected and Autonomous Vehicles: Formulation and Distributed Algorithm. IEEE Trans. Intell. Transp. Syst. 21 (6) (2020)
Ronald K. Mo, Albert Y. S. Lam
Augmenting Telephony Audio Data using Robust Principal Component Analysis. SSCI (2020)
Tianlun Chen, David J. Hill, Yue Song, Albert Y. S. Lam
Chance-Constrained OPF in Droop-Controlled Microgrids with Power Flow Routers. CoRR (2020)
Tianlun Chen, Albert Y. S. Lam, Yue Song, David J. Hill
Reducing BESS Capacity for Accommodating Renewables in Subtransmission Systems with Power Flow Routers. CoRR (2020)
Kai Fung Chu, Albert Y. S. Lam, Victor O. K. Li
Deep Multi-Scale Convolutional LSTM Network for Travel Demand and Origin-Destination Predictions. IEEE Trans. Intell. Transp. Syst. 21 (8) (2020)
Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification. ACL (2020)
Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam
Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. ASRU (2019)
Xiangyu Chen, Ka-Cheong Leung, Albert Y. S. Lam, David J. Hill
Online Scheduling for Hierarchical Vehicle-to-Grid System: Design, Formulation, and Algorithm. IEEE Trans. Veh. Technol. 68 (2) (2019)
James Jian Qiao Yu, Albert Y. S. Lam, David J. Hill, Yunhe Hou, Victor O. K. Li
Delay Aware Power System Synchrophasor Recovery and Prediction Framework. IEEE Trans. Smart Grid 10 (4) (2019)
Han Liu, Xiaotong Zhang, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, Albert Y. S. Lam
Reconstructing Capsule Networks for Zero-shot Intent Classification. EMNLP/IJCNLP (1) (2019)
James Jian Qiao Yu, Yunhe Hou, Albert Y. S. Lam, Victor O. K. Li
Intelligent Fault Detection Scheme for Microgrids With Wavelet-Based Deep Neural Networks. IEEE Trans. Smart Grid 10 (2) (2019)
Kai Fung Chu, Albert Y. S. Lam, Becky P. Y. Loo, Victor O. K. Li
Public Transport Waiting Time Estimation Using Semi-Supervised Graph Convolutional Networks. ITSC (2019)
James Jian Qiao Yu, Albert Y. S. Lam
Core-Selecting Auctions for Autonomous Vehicle Public Transportation System. IEEE Syst. J. 13 (2) (2019)
James Jian Qiao Yu, Albert Y. S. Lam, Zhiyi Lu
Double Auction-Based Pricing Mechanism for Autonomous Vehicle Public Transportation System. IEEE Trans. Intell. Veh. 3 (2) (2018)
James Jian Qiao Yu, Albert Y. S. Lam
Autonomous Vehicle Logistic System: Joint Routing and Charging Strategy. IEEE Trans. Intell. Transp. Syst. 19 (7) (2018)
Albert Y. S. Lam, Victor O. K. Li
Opportunistic Routing for Vehicular Energy Network. IEEE Internet Things J. 5 (2) (2018)
James Jian Qiao Yu, David J. Hill, Albert Y. S. Lam
Delay aware transient stability assessment with synchrophasor recovery and prediction framework. Neurocomputing 322 (2018)
Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
Domain Adaptation of End-to-end Speech Recognition in Low-Resource Settings. SLT (2018)
Lahiru Samarakoon, Brian Mak, Albert Y. S. Lam
Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers. ISCSLP (2018)
Albert Y. S. Lam, James Jian Qiao Yu, Yunhe Hou, Victor O. K. Li
Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm. IEEE Trans. Smart Grid 9 (5) (2018)
Kai Fung Chu, Albert Y. S. Lam, Victor O. K. Li
Travel Demand Prediction using Deep Multi-Scale Convolutional LSTM Network. ITSC (2018)
Albert Y. S. Lam, James Jian Qiao Yu
Robust Routing for Vehicular Energy Network. e-Energy (2017)
Xiangyu Chen, Ka-Cheong Leung, Albert Y. S. Lam, David J. Hill
A Novel Online Scheduling Algorithm for Hierarchical Vehicle-to-Grid System. GLOBECOM (2017)
James Jian Qiao Yu, Albert Y. S. Lam, David J. Hill, Victor O. K. Li
Delay Aware Intelligent Transient Stability Assessment System. CoRR (2017)
James Jian Qiao Yu, Albert Y. S. Lam, Siew-Chong Tan
Energy exchange coordination of off-grid charging stations with Vehicular Energy Network. SmartGridComm (2017)
Albert Y. S. Lam, James Jian Qiao Yu, Yunhe Hou, Victor O. K. Li
Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm. CoRR (2017)
James Jian Qiao Yu, Albert Y. S. Lam, David J. Hill, Victor O. K. Li
A Unified Framework for Wide Area Measurement System Planning. CoRR (2017)
James Jian Qiao Yu, Albert Y. S. Lam, David J. Hill, Victor O. K. Li
Delay Aware Intelligent Transient Stability Assessment System. IEEE Access 5 (2017)
Xiangyu Chen, Ka-Cheong Leung, Albert Y. S. Lam
Leaky bucket-inspired power output smoothing with load-adaptive algorithm. ICC (2017)
Albert Y. S. Lam, Ka-Cheong Leung, Victor O. K. Li
Capacity Estimation for Vehicle-to-Grid Frequency Regulation Services With Smart Charging Mechanism. IEEE Trans. Smart Grid 7 (1) (2016)
James Jian Qiao Yu, Junhao Lin, Albert Y. S. Lam, Victor O. K. Li
Maximizing aggregator profit through energy trading by coordinated electric vehicle charging. SmartGridComm (2016)
Albert Y. S. Lam, Longbo Huang, Alonso Silva, Walid Saad
A multi-layer market for vehicle-to-grid energy trading in the smart grid. CoRR (2016)
Albert Y. S. Lam, James Jian Qiao Yu, Yunhe Hou, Victor O. K. Li
Coordinated autonomous vehicle parking for vehicle-to-grid services. SmartGridComm (2016)
Albert Y. S. Lam
Combinatorial Auction-Based Pricing for Multi-Tenant Autonomous Vehicle Public Transportation System. IEEE Trans. Intell. Transp. Syst. 17 (3) (2016)
Yi Sun, Albert Y. S. Lam, Victor O. K. Li
A new optimal resource allocation scheme for computationally expensive problems. CEC (2016)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Autonomous-Vehicle Public Transportation System: Scheduling and Admission Control. IEEE Trans. Intell. Transp. Syst. 17 (5) (2016)
James Jian Qiao Yu, David J. Hill, Albert Y. S. Lam, Jiatao Gu, Victor O. K. Li
Intelligent Time-Adaptive Transient Stability Assessment System. CoRR (2016)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization. CoRR (2015)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization. CoRR (2015)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization. CoRR (2015)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Chemical Reaction Optimization for the Set Covering Problem. CoRR (2015)
Albert Y. S. Lam
Combinatorial Auction-Based Pricing for Multi-tenant Autonomous Vehicle Public Transportation System. CoRR (2015)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Autonomous Vehicle Public Transportation System: Scheduling and Admission Control. CoRR (2015)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Adaptive Chemical Reaction Optimization for Global Numerical Optimization. CoRR (2015)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
Sensor Deployment for Air Pollution Monitoring Using Public Transportation System. CoRR (2015)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Adaptive Chemical Reaction Optimization for global numerical optimization. CEC (2015)
James Jian Qiao Yu, Junhao Lin, Albert Y. S. Lam, Victor O. K. Li
Coordinated Electric Vehicle Charging Control with Aggregator Power Trading and Indirect Load Control. CoRR (2015)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Real-Coded Chemical Reaction Optimization with Different Perturbation Functions. CoRR (2015)
Albert Y. S. Lam, Ka-Cheong Leung, Victor O. K. Li
An electric-vehicle-based supplementary power delivery system. SmartGridComm (2015)
Albert Y. S. Lam, Ka-Cheong Leung, Victor O. K. Li
Vehicular Energy Network. CoRR (2014)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. IEEE Trans. Smart Grid 5 (6) (2014)
Yi Sun, Albert Y. S. Lam, Victor O. K. Li
A heuristic to generate initial feasible solutions for the Unit Commitment problem. IJCNN (2014)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
An inter-molecular adaptive collision scheme for Chemical Reaction Optimization. IEEE Congress on Evolutionary Computation (2014)
Albert Y. S. Lam, Victor O. K. Li
Opportunistic Routing for the Vehicular Energy Network. CoRR (2014)
Albert Y. S. Lam, Ka-Cheong Leung, Victor O. K. Li
Capacity Management for Vehicle-to-Grid Power Regulation Services with Smart Charging Mechanism. CoRR (2014)
Albert Y. S. Lam, Yanhui Geng, Victor O. K. Li
Information-Theoretic Bounds for Performance of Resource-Constrained Communication Systems. CoRR (2014)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Chemical reaction optimization for the set covering problem. IEEE Congress on Evolutionary Computation (2014)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Autonomous vehicle public transportation system. ICCVE (2014)
Junhao Lin, Victor O. K. Li, Ka-Cheong Leung, Albert Y. S. Lam
Architectural design and load flow study of power flow routers. SmartGridComm (2014)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Electric vehicle charging station placement. SmartGridComm (2013)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
Optimal V2G scheduling of electric vehicles and Unit Commitment using Chemical Reaction Optimization. IEEE Congress on Evolutionary Computation (2013)
Albert Y. S. Lam, Victor O. K. Li, Jin Xu
On the Convergence of Chemical Reaction Optimization for Combinatorial Optimization. IEEE Trans. Evol. Comput. 17 (5) (2013)
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions. CoRR (2013)
Albert Y. S. Lam, Victor O. K. Li, James Jian Qiao Yu
Power-Controlled Cognitive Radio Spectrum Allocation with Chemical Reaction Optimization. IEEE Trans. Wirel. Commun. 12 (7) (2013)
Albert Y. S. Lam, Victor O. K. Li, James Jian Qiao Yu
Real-Coded Chemical Reaction Optimization. IEEE Trans. Evol. Comput. 16 (3) (2012)
Albert Y. S. Lam, Longbo Huang, Alonso Silva, Walid Saad
A multi-layer market for vehicle-to-grid energy trading in the smart grid. INFOCOM Workshops (2012)
Jin Xu, Albert Y. S. Lam, Victor O. K. Li, Qiwei Li, Xiaodan Fan
Short adjacent repeat identification based on Chemical Reaction Optimization. IEEE Congress on Evolutionary Computation (2012)
Albert Y. S. Lam, Victor O. K. Li
Chemical Reaction Optimization: a tutorial - (Invited paper). Memetic Comput. 4 (1) (2012)
Albert Y. S. Lam, Baosen Zhang, Alejandro D. Domínguez-García, David Tse
Optimal Distributed Voltage Regulation in Power Distribution Networks CoRR (2012)
James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam
Sensor deployment for air pollution monitoring using public transportation system. IEEE Congress on Evolutionary Computation (2012)
Albert Y. S. Lam, Ka-Cheong Leung, Victor O. K. Li
Capacity management of vehicle-to-grid system for power regulation services. SmartGridComm (2012)
Yi Sun, Albert Y. S. Lam, Victor O. K. Li, Jin Xu, James Jian Qiao Yu
Chemical Reaction Optimization for the optimal power flow problem. IEEE Congress on Evolutionary Computation (2012)
Albert Y. S. Lam, Michael J. Watts, Dongrui Wu, Pablo A. Estévez
IEEE CIS Social Media: Have You Joined Our Online Community? [Society Briefs]. IEEE Comput. Intell. Mag. 7 (1) (2012)
Albert Y. S. Lam, Victor O. K. Li, Zhao Wei
Chemical Reaction Optimization for the Fuzzy Rule learning problem. IEEE Congress on Evolutionary Computation (2012)
Albert Y. S. Lam, Baosen Zhang, David N. C. Tse
Distributed algorithms for optimal power flow problem. CDC (2012)
James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li
Real-coded chemical reaction optimization with different perturbation functions. IEEE Congress on Evolutionary Computation (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Albert Y. S. Lam