Albert Y.S. Lam
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Publications

© 2010-2026 by A.Y.S. Lam

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Edited Books (2)

  1. Albert Y.S. Lam, Yanhui Geng, Eds., Artificial Intelligence Applications in Financial Technology. Switzerland: MDPI, 2024.

  2. Albert Y.S. Lam, Bogusław Łazarz, and Grzegorz Perun, Eds., Smart Energy and Intelligent Transportation Systems. Switzerland: MDPI, 2022.

Edited Book Chapters (1)

  1. Albert Y.S. Lam,“ Advanced Vehicle-to-Grid: Architecture, Applications, and Smart City Integration,” in Emerging Technologies for Electric and Hybrid Vehicles, C.H.T. Lee, Ed. Singapore: Springer, 2024, pp. 321–342.

Journals (44)

  1. King Yiu Suen, Rudolf Chow, and Albert Y.S. Lam, “Person Name Detection on Cantonese-English Code-Mixed Call Center Transcripts,” ACM Transactions on Asian and Low-Resource Language Information Processing, accepted for publication, Feb. 2026.

  2. Yue Xie, Kai-Fung Chu, Albert Y.S. Lam, and Fumiya Iida, “A multi-objective evolutionary algorithm with constraint-compliant initialization for energy transport and urban logistics in Electric Vehicle Routing,” Applied Soft Computing, vol. 183, no. 113624, Jul. 2025.

  3. Kai-Fung Chu, Tianlun Chen, Yue Xie, Albert Y.S. Lam, Yue Song, and Fumiya Iida, “Collaborative Routing and Charging/Discharging Scheduling of Electric Autonomous Vehicles in Coupled Power-Traffic Networks: A Multi-Objective Approach,” IEEE Internet of Things Journal, vol. 12, no. 11, pp. 17753–17764, Jun. 2025.

  4. Rudolf Chow and Albert Y.S. Lam, “Prompt-based Out-of-Distribution Intent Detection,” IEEE Transactions on Emerging Topics in Computational Intelligence," IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 9, no. 3, pp. 2371–2382, Jun. 2025.

  5. Rudolf Chow, King Yiu Suen, and Albert Y.S. Lam, “On Leveraging Large Language Models for Multilingual Intent Discovery,” ACM Transactions on Management Information Systems, vol. 16, no. 1, Mar. 2025.

  6. Albert Y.S. Lam,“Artificial Intelligence Applications in Financial Technology,” Journal of Theoretical and Applied Electronic Commerce Research, vol. 20, no. 1, Feb. 2025.

  7. Kai Fung Chu, Albert Y.S. Lam, Ka Ho Tsoi, Zhiran Huang, and Becky P.Y. Loo, “Deep Encoder Cross Network for Estimated Time of Arrival,” IEEE Access, vol. 11, pp. 76095–76107, Jul. 2023.

  8. Timothy Shin Heng Mak and Albert Y.S. Lam, “Two-Stage Auction Mechanism for Long-Term Participation in Crowdsourcing,” IEEE Transactions on Computational Social Systems, vol. 10, no. 3, pp. 855–868, Jun. 2023.

  9. Tianlun Chen, Albert Y.S. Lam, Yue Song, and David J. Hill, “Fast Tuning of Transmission Power Flow Routers for Transient Stability Constrained Optimal Power Flow under Renewable Uncertainties,” Electric Power Systems Research, vol. 213, 108735, Dec. 2022.

  10. Calvin C.T. Chow, Albert Y.S. Lam, Wei Liu, and K.T. Chau, “Multisource–Multidestination Optimal Energy Routing in Static and Time-Varying Vehicular Energy Network,” IEEE Internet of Things Journal, vol. 9, no. 24, pp. 25487–25505, Dec. 2022.

  11. Tianlun Chen, Yue Song, David J. Hill, and Albert Y.S. Lam, “Chance-Constrained OPF in Droop-Controlled Microgrids with Power Flow Routers,” IEEE Transactions on Smart Grid, vol. 13, no. 4, pp. 2601–2613, July 2022.

  12. Tianlun Chen, Yue Song, David J. Hill, and Albert Y.S. Lam, “Enhancing Flexibility at the Transmission-Distribution Interface with Power Flow Routers,” IEEE Transactions on Power Systems, vol. 37, no. 4, pp. 2948–2960, July 2022.

  13. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Traffic Signal Control Using End-to-End Off-policy Deep Reinforcement Learning,” IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 7, pp. 7184–7195, July 2022.

  14. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Joint Rebalancing and Vehicle-to-Grid Coordination for Autonomous Vehicle Public Transportation System,” IEEE Transactions on Intelligent Transportation Systems, vol. 32, no. 10, pp. 7156–7169, July 2022.

  15. Albert Y.S. Lam, Bogusław Łazarz, and Grzegorz Perun ́,“Smart Energy and Intelligent Transportation Systems,” Energies, vol. 15, no. 8, Apr. 2022.

  16. Kai Fung Chu, Albert Y.S. Lam, Chenchen Fan, and Victor O.K. Li, “Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks,” IEEE Transactions on Neural Networks and Learning Systems, vol. 32, no. 10, pp. 4565–4576, Oct. 2021.

  17. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Deep Multi-Scale Convolutional LSTM Network for Travel Demand and Origin-Destination Predictions,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 8, pp. 3219–3232, Aug. 2020.

  18. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Dynamic Lane Reversal Routing and Scheduling for Connected Autonomous Vehicles: Formulation and Distributed Algorithm,” IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 6, pp. 2557–2570, Jun.2020.

  19. Xiangyu Chen, Ka-Cheong Leung, and Albert Y.S. Lam, “ Power Output Smoothing for Renewable Energy System: Planning, Algorithms, and Analysis,” IEEE Systems Journal, vol. 14, no. 1, pp. 1034–1045, Mar. 2020.

  20. James, J.Q. Yu and Albert Y.S. Lam, “Core-Selecting Auctions for Autonomous Vehicle Public Transportation System,” IEEE Systems Journal, vol. 13, no. 2, pp. 2046–2056, Jun. 2019.

  21. James J.Q. Yu, Albert Y.S. Lam, David J. Hill, Yunhe Hou, and Victor O.K. Li, “Delay Aware Power System Synchrophasor Recovery and Prediction Framework,” IEEE Transactions on Smart Grid, vol. 10, no. 4, pp. 3732–3742, May 2018.

  22. James J.Q. Yu, Yunhe Hou, Albert Y.S. Lam, and Victor O.K. Li, “Intelligent Fault Detection Scheme for Microgrids with Wavelet-based Deep Neural Networks,” IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 1694–1703, Mar. 2019.

  23. 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 Transactions on Vehicular Technology, vol. 68, no. 2, pp. 1302–1317, Feb. 2019.

  24. James J.Q. Yu, David J. Hill, and Albert Y.S. Lam, “Delay Aware Transient Stability Assessment with Synchrophasor Recovery and Prediction Framework,” Neurocomputing, vol. 322, pp. 187–194, Dec. 2018.

  25. James J.Q. Yu and Albert Y.S. Lam, “Autonomous Vehicle Logistic System: Joint Routing and Charging Strategy,” IEEE Transactions on Intelligent Transportation Systems: Special Issue on Advances in Smart and Green Transportation for Smart Cities, vol. 19, no. 7, pp. 2175–2187, Jul, 2018.

  26. James J.Q. Yu, Albert Y.S. Lam, and Zhiyi Lu, “Double Auction-based Pricing Mechanism for Autonomous Vehicle Public Transportation System,” IEEE Transactions on Intelligent Vehicles, vol. 3, no. 2, pp. 151–162, Jun. 2018.

  27. Albert Y.S. Lam and Victor O.K. Li, “Opportunistic Routing for Vehicular Energy Network,” IEEE Internet of Things Journal: Special Issue on Internet of Things for Smart Cities, vol. 5, no. 2, pp. 533–545, Apr. 2018.

  28. James J.Q. Yu, Albert Y.S. Lam, David J. Hill, and Victor O.K. Li, “A Unified Framework for Wide Area Measurement System Planning,” International Journal of Electrical Power and Energy Systems, vol. 96, pp. 43—51, Mar. 2018.

  29. James J.Q. Yu, David J. Hill, Albert Y.S. Lam, Jiatao Gu, and Victor O.K. Li, “Intelligent Time-Adaptive Transient Stability Assessment System,” IEEE Transactions on Power Systems, vol. 33, no. 1, pp. 1049–1058, Jan. 2018.

  30. James J.Q. Yu, Albert Y.S. Lam, David J. Hill, and Victor O.K. Li, “Delay Aware Intelligent Transient Stability Assessment System,” IEEE Access, vol. 5, pp. 17230–17239, Dec. 2017.

  31. Albert Y.S. Lam, James, J.Q. Yu, Yunhe Hou, and Victor O.K. Li, “Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm,” IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 4356–4366, Sep. 2018.

  32. Albert Y.S. Lam, Ka-Cheong Leung, and Victor O.K. Li, “Vehicular Energy Network,” IEEE Transactions on Transportation Electrification: Special Issue on Wireless charging Systems, vol. 3, no. 2, pp. 392-404, Jun. 2017.

  33. Junhao Lin, Victor O.K. Li, Ka-Cheong Leung, and Albert Y.S. Lam, “Optimal Power Flow with Power Flow Routers,” IEEE Transactions on Power Systems, vol. 32, no. 1, pp. 531–543, Jan. 2017.

  34. Albert Y.S. Lam, Yiu-Wing Leung, and Xiaowen Chu, “Autonomous Vehicle Public Transportation System: Scheduling and Admission Control,” IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 5, pp. 1210–1226, May 2016. (IEEE Explore Innovation Spotlight)

  35. Albert Y.S. Lam, “Combinatorial Auction-Based Pricing for Multi-tenant Autonomous Vehicle Public Transportation System,” IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 3, pp. 859–869, Mar. 2016.

  36. Albert Y.S. Lam, Ka-Cheong Leung, and Victor O.K. Li, “Capacity Estimation for Vehicle-to-Grid Frequency Regulation Services with Smart Charging Mechanism,” IEEE Transactions on Smart Grid, vol. 7, no. 1, pp. 156–166, Jan. 2016.

  37. Baosen Zhang, Albert Y.S. Lam, Alejandro Dominguez-Garcia, and David Tse, “An Optimal and Distributed Method for Voltage Regulation in Power Distribution Systems,” IEEE Transactions on Power Systems, vol. 30, no. 4, pp. 1714–1726, Jun. 2015.

  38. Albert Y.S. Lam, Yiu-Wing Leung, and Xiaowen Chu, “Electric Vehicle Charging Station Placement: Formulation, Complexity, and Solutions,” IEEE Transactions on Smart Grid, vol. 5, no. 6, pp. 2846–2856, Nov. 2014.

  39. Albert Y.S. Lam, Victor O.K. Li, and Jin Xu, “On the Convergence of Chemical Reaction Optimization for Combinatorial Optimization,” IEEE Transactions on Evolutionary Computation, vol. 17, no. 5, pp. 605–620, Oct. 2013.

  40. Albert Y.S. Lam, Victor O.K. Li, and James J.Q. Yu, “Power-Controlled Cognitive Radio Spectrum Allocation with Chemical Reaction Optimization,” IEEE Transactions on Wireless Communications, vol. 12, no. 7, pp. 3180–3190, Jul. 2013.

  41. Albert Y.S. Lam, Victor O.K. Li, and James J.Q. Yu, “Real-Coded Chemical Reaction Optimization,” IEEE Transactions on Evolutionary Computation, vol. 16, no. 3, pp. 339–353, Jun. 2012.

  42. Albert Y.S. Lam and Victor O.K. Li, “Chemical Reaction Optimization: A Tutorial,” (Invited paper), Memetic Computing, vol. 4, no. 1, pp. 3–17, Mar. 2012.

  43. Jin Xu, Albert Y.S. Lam, and Victor O.K. Li, “Chemical Reaction Optimization for Task Scheduling in Grid Computing,” IEEE Transactions on Parallel and Distributed Systems, vol. 22, no. 10, pp. 1624–1631, Oct. 2011.

  44. Albert Y.S. Lam and Victor O.K. Li, “Chemical-Reaction-Inspired Metaheuristic for Optimization,” IEEE Transactions on Evolutionary Computation, vol. 14, no. 3, pp. 381–399, June 2010.

Conference/Workshop Proceedings (60)

  1. K.Y. Suen, R. Chow. A.Y.S. Lam, ’'Cantonese Punctuation Restoration using LLM Annotated Data,’’ in Proc. INTERSPEECH, Rotterdam, The Netherlands, Aug. 2025.

  2. T.S.H. Mak, K.Y. Suen, A.Y.S. Lam, ’'Speech-guided Grapheme-to-Phoneme conversion for Cantonese Text-to-Speech,’’ in Proc. INTERSPEECH, Rotterdam, The Netherlands, Aug. 2025.

  3. K. Y. Suen, R. Chow, A.Y.S. Lam, “Leveraging Mandarin as a Pivot Language for Low- Resource Machine Translation between Cantonese and English,” in Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024), Bangkok, Thailand, Aug. 2024.

  4. Y. Feng, B. Liu, X. Dong, Z. Lu, L.-M. Zhan, X.-M. Wu, A.Y.S. Lam, “Continual Dialogue State Tracking via Reason-of-Select Distillation,” in Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024) Findings, Bangkok, Thailand, Aug. 2024.

  5. H. Zhang, H. Liang, L.-M. Zhan, X.-M. Wu and A.Y.S. Lam, “Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training,” in Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), Toronto, Canada, Jul. 2023.

  6. K.-F. Chu, T. Chen, A.Y.S. Lam, and Y. Song, “Collaborative Routing and Charging/Discharging Scheduling of Electric Autonomous Vehicles in Coupled Power-Traffic Networks,” in Proceedings of IEEE 97th Vehicular Technology Conference (VTC–Spring), Florence, Italy, Jun. 2023.

  7. L.-M. Zhan, H. Liang, L. Fan, X.-M. Wu, and A.Y.S. Lam, “A Closer Look at Few-Shot Out-of-Distribution Intent Detection,” in Proceedings of the 29th International Conference on Computational Linguistics (COLING), Gyeongju, Korea, Oct. 2022.

  8. H. Zhang, H. Liang, Y. Zhang, L.-M. Zhan, X.-M. Wu, X. Lu, A.Y.S. Lam, “Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization,” in Proceedings of 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022), Seattle, WA, July 2022.

  9. Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y.S. Lam, “New Intent Discovery with Pre-training and Contrastive Learning,” in Proceedings of 2022 Annual Conference of the Association for Computational Linguistics (ACL 2022), Dublin, May 2022.

  10. Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, and Albert Y.S. Lam, “Effectiveness of Pre-training for Few-shot Intent Classification,” in Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Findings, Punta Cana, Dominican Republic, Nov. 2021.

  11. Calvin C.T. Chow, K.T. Chau, Wei Liu, Albert Y.S. Lam, “Multi-Source Multi-Destination Energy Routing in Vehicular Energy Network,” in Proceedings of 34th International Electric Vehicle Symposium and Exhibition (EVS34), Nanjing, China, Jun. 2021.

  12. Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu and Albert Y.S. Lam, “Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training,” in Proceedings of The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Bangkok, Thailand, Aug. 2021.

  13. Ronald K. Mo and Albert Y.S. Lam, “Augmenting Telephone Audio Data using Robust Principal Component Analysis,” in Proceedings of 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), Dec. 2020.

  14. Tianlun Chen, Albert Y.S. Lam, Yue Song, and David J. Hill, “Reducing BESS Capacity for Accommodating Renewables in Subtransmission Systems with Power Flow Routers,” in Proceedings of International Conference on Smart Grids and Energy Systems (SGES 2020), Nov. 2020.

  15. Yat Long Lo, Jia Pan, and Albert Y.S. Lam, “Knowing When To Look Back: Bidirectional Rollouts in Dyna-style Planning,” in Proceedings of ICAPS 2020 Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (PRL2020), Oct. 2020.

  16. Tianlun Chen, Kai Fung Chu, Albert Y.S. Lam, David J. Hill, and Victor O.K. Li, “Electric Autonomous Vehicles Charging and Parking Coordination for Vehicle-to-Grid Voltage Regulation with Renewable Energy,” in Proceedings of IEEE PES General Meeting (IEEE PESGM 2020), Montreal, Canada, Aug. 2020.

  17. Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-MingWu, and Albert Y.S. Lam, “Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification,” in Proceedings of 2020 Annual Conference of the Association for Computational Linguistics (ACL 2020), July 2020.

  18. Tsun-Yat Leung, Lahiru Samarakoon, and Albert Y.S. Lam, “Incorporating Prior Knowledge Into Speaker Diarization and Linking for Identifying Common Speaker,” in Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU 2019), Dec. 2019.

  19. Han Liu, Xiaotong Zhang, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, and Albert Y.S. Lam, “Reconstructing Capsule Networks for Zero-shot Intent Classification,”, in Proceedings of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP 2019), Hong Kong, Nov. 2019.

  20. Kai Fung Chu, Albert Y.S. Lam, Becky P.Y. Loo, and Victor O.K. Li, “Public Transport Waiting Time Estimation Using Semi-Supervised Graph Convolutional Networks,” in Proceedings of the 22nd IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2019), Auckland New Zealand, Oct. 2019.

  21. Lahiru Samarakoon, Brian Mak, and Albert Y.S. Lam, “Domain Adaption of End-to-end Speech Recognition in Low-resource Settings,” in Proceedings of the 7th IEEE Workshop on Spoken Language Technology (IEEE SLT 2018), Athens, Greece, Dec. 2018.

  22. Lahiru Samarakoon, Brian Mak, and Albert Y.S. Lam, “Subspace Based Sequence Discriminative Training of LSTM Acoustic Models with Feed-Forward Layers,” in Proceedings of the 11th International Symposium on Chinese Spoken Language Processing (ISCSLP 2018), Taipei, Taiwan, Nov. 2018.

  23. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Travel Demand Prediction using Deep Multi-Scale Convolutional LSTM Network,” in Proceedings of the 21st IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2018), Maui, HI, Nov. 2018.

  24. Tianlun Chen, Albert Y.S. Lam, David J. Hill, “Transient Stability Constrained Optimal Power Flow with Power Flow Routers,” in Proceedings of IEEE PES General Meeting (IEEE PESGM 2018), Portland, OR, Aug. 2018.

  25. Xiangyu Chen, Ka-Cheong Leung, Albert Y.S. Lam, and David J. Hill, “A Novel Online Scheduling Algorithm for Hierarchical Vehicle-to-Grid System,” in Proceedings of IEEE Global Communications Conference (IEEE Globecom 2017), Singapore, Dec. 2017.

  26. James, J.Q. Yu, Albert Y.S. Lam, and Siew-Chong Tan, “Energy Exchange Coordination of Off-Grid Charging Stations with Vehicular Energy Network,” in Proceedings of the 8th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2017), Dresden, Germany, Oct. 2017.

  27. Kai Fung Chu, Albert Y.S. Lam, and Victor O.K. Li, “Dynamic Lane Reversal Routing and Scheduling for Connected Autonomous Vehicles,” in Proceedings of the 3rd IEEE International Smart Cities Conference (IEEE ISC2 2017), Wuxi, China, Sept. 2017.

  28. Albert Y.S. Lam and James J.Q. Yu, “Robust Routing for Vehicular Energy Network,” in Proceedings of the ACM Eighth International Conference on Future Energy Systems (ACM e-Energy), Hong Kong, May 2017.

  29. Xiangyu Chen, Ka-Cheong Leung, and Albert Y.S. Lam, “Leaky Bucket-Inspired Power Output Smoothing with Load-Adaptive Algorithm,” to appear in Proceedings of IEEE International Conference on Communications (IEEE ICC 2017), Paris, France, May 2017.

  30. Albert Y.S. Lam, James, J.Q. Yu, Yunhe Hou, and Victor O.K. Li, “Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services,” in Proceedings of the 7th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2016), Sydney, Australia, Nov. 2016.

  31. James, J.Q. Yu, Junhao Lin, Albert Y.S. Lam, and Victor O.K. Li, “Maximizing Aggregator Profit through Energy Trading by Coordinated Electric Vehicle Charging,” in Proceedings of the 7th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2016), Sydney, Australia, Nov. 2016.

  32. Yi Sun, Albert Y.S. Lam, and Victor O.K. Li, “A New Optimal Resource Allocation Scheme for Computationally Expensive Problems,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2016), Vancouver, BC, Jul. 2016.

  33. Albert Y.S. Lam and Victor O.K. Li, “Energy Loss Minimization for Vehicular Energy Network Routing,” in Proceedings of ACM Workshop on Electric Vehicle Systems, Data and Applications (in conjunction with ACM e-Energy), Waterloo, Canada, Jun. 2016.

  34. Albert Y.S. Lam, Ka-Cheong Leung, and Victor O.K. Li, “An Electric-Vehicle-based Supplementary Power Delivery System,” in Proceedings of the 6th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2015), Miami, FL, Nov. 2015.

  35. James J.Q. Yu, Albert Y.S. Lam,and Victor O.K. Li, “Adaptive Chemical Reaction Optimization for Global Numerical Optimization,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2015), Sendai, Japan, May 2015.

  36. Junhao Lin, Victor O.K. Li, Ka-Cheong Leung, and Albert Y.S. Lam “Architectural Design and Load Flow Study of Power Flow Routers,” Proceedings of the 5th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2014), Venice, Italy, Nov. 2014.

  37. Albert Y.S. Lam, Yiu-Wing Leung, and Xiaowen Chu, “Autonomous Vehicle Public Transportation System,” in Proceedings of the 3rd International Conference on Connected Vehicles and Expo (ICCVE 2014), Vienna, Austria, Nov. 2014.

  38. Yi Sun, Albert Y.S. Lam, and Victor O.K. Li, “A Heuristic to Generate Initial Feasible Solutions for the Unit Commitment Problem,” in Proceedings of International Joint Conference on Neural Networks (IJCNN 2014), Beijing, China, Jul. 2014.

  39. James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam, “An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2014), Beijing, China, Jul. 2014.

  40. James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li, “Chemical Reaction Optimization for the Set Covering Problem,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2014), Beijing, China, Jul. 2014.

  41. Albert Y.S. Lam, Yiu-Wing Leung, and Xiaowen Chu, “Electric Vehicle Charging Station Placement,” in Proceedings of the 4th IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2013), Vancouver, BC, Oct. 2013.

  42. James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam, “Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2013), Cancun, Mexico, Jun. 2013.

  43. Albert Y.S. Lam, Baosen Zhang, and David Tse, “Distributed Algorithms for Optimal Power Flow Problem,” in Proceedings of the 51st IEEE Conference on Decision and Control (IEEE CDC 2012), Maui, HI, Dec. 2012.

  44. Albert Y.S. Lam, Ka-Cheong Leung, Victor O.K. Li, “Capacity Management of Vehicle-to-Grid System for Power Regulation Services,” in Proceedings of the 3rd IEEE International Conference on Smart Grid Communications (IEEE SmartGridComm 2012), Tainan City, Taiwan, Nov. 2012.

  45. Albert Y.S. Lam, Victor O.K. Li, Z. Wei, “Chemical Reaction Optimization for the Fuzzy Rule Learning Problem,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2012), Brisbane, Australia, Jun. 2012.

  46. Jin Xu, Albert Y.S. Lam, Victor O.K. Li, Qiwei Li, and Xiaodan Fan, “Short Adjacent Repeat Identication Based on Chemical Reaction Optimization,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2012), Brisbane, Australia, Jun. 2012.

  47. Yi Sun, Albert Y.S. Lam, Victor O.K. Li, Jin Xu, and James J.Q. Yu, “Chemical Reaction Optimization for the Optimal Power Flow Problem,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2012), Brisbane, Australia, Jun. 2012.

  48. James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam, “Sensor Deployment for Air Pollution Monitoring Using Public Transportation System,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2012), Brisbane, Australia, Jun. 2012.

  49. James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li, “Real-Coded Chemical Reaction Optimization with Different Perturbation Functions,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2012), Brisbane, Australia, Jun. 2012.

  50. Albert Y.S. Lam, Longbo Huang, Alonso Silva, and Walid Saad, “A Multi-Layer Market for Vehicle-to-Grid Energy Trading in the Smart Grid,” in Proceedings of the 1st IEEE INFOCOM Workshop on Green Networking and Smart Grids, Orlando, FL, USA, Mar. 2012.

  51. Bo Pan, Albert Y.S. Lam, and Victor O.K. Li, “Network Coding Optimization Based on Chemical Reaction Optimization,” To appear in Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM 2011), Houston, TX, Dec. 2011.

  52. Jin Xu, Albert Y.S. Lam, and Victor O.K. Li, “Stock Portfolio Selection Using Chemical Reaction Optimization,” in Proceedings of International Conference on Operations Research and Financial Engineering (ICORFE 2011), Paris, France, pp. 77–84, Jun. 2011.

  53. James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li, “Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2011), New Orleans, LA, pp. 2083–2090, Jun. 2011.

  54. Albert Y.S. Lam and Victor O.K. Li, “Chemical Reaction Optimization for Cognitive Radio Spectrum Allocation,” in Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM 2010), Miami, FL, pp. 1–5, Dec. 2010.

  55. Yanhui Geng, Albert Y.S. Lam, and Victor O.K. Li, “An Information-Theoretic Model for Resource-Constrained Systems,” in Proceedings of IEEE Global Communications Conference (IEEE GLOBECOM 2010), Miami, FL, pp. 1–5, Dec. 2010.

  56. Yanhui Geng, Albert Y.S. Lam, and Victor O.K. Li, “Performance Bounds of Opportunistic Scheduling in Wireless Networks,” in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2010), Istanbul, Turkey, pp. 4282–4287, Oct. 2010.

  57. Jin Xu, Albert Y.S. Lam, and Victor O.K. Li, “Parallel Chemical Reaction Optimization for the Quadratic Assignment Problem,” in Proceedings of the 2010 International Conference on Genetic and Evolutionary Methods (GEM’10), Las Vegas, NV, USA, pp. 125–131, July 2010.

  58. Albert Y.S. Lam, Jialing Xu, and Victor O.K. Li, “Chemical Reaction Optimization for the Population Transition Problem in Peer-to-Peer Live Streaming,” in Proceedings of IEEE Congress on Evolutionary Computation (IEEE CEC 2010), Barcelona, Spain, pp. 1429–1436, July 2010.

  59. Jin Xu, Albert Y.S. Lam, and Victor O.K. Li, “Chemical Reaction Optimization for the Grid Scheduling Problem,” in Proceedings of IEEE International Conference on Communications (IEEE ICC 2010), Cape Town, South Africa, pp. 1–5, May 2010.

  60. Albert Y.S. Lam and Victor O.K. Li, “Generalization of the No-Free-Lunch Theorem,” in Proceedings of IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2009), San Antonio, TX, USA, pp. 4432–4438, Oct. 2009.

Patents (10)

  1. Rudolf Chow. and Albert Y.S. Lam, “Method and System for Performing Intent Detection and Classification,” Singapore Patent Application No. 10202401485W, May 25, 2024.

  2. Rudolf Chow. and Albert Y.S. Lam, “Retrieval-Augmented Generation Inspired Long Document Classification Method,” Hong Kong Short Term Patent No. HK30112119, Jan. 10, 2025.

  3. Albert Y.S. Lam et al, “Processing system for case testimony,” Hong Kong Short Term Patent No. HK30107556, Oct. 18, 2024.

  4. Albert Y.S. Lam et al, “一种深入研究少样本分布外意图识别方法,” Chinese Patent No. CN117114015A, 24 Nov. 2023

  5. Albert Y.S. Lam et al, “一种通过预训练和对比学习发现新意图的方法,” Chinese Patent No. CN116796757A, Sep. 22, 2023.

  6. Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiaoming Wu, Albert Y.S. Lam, “A System and A Method for Processing Textual Information,” Hong Kong Short Term Patent No. HK30044154, Sept. 24, 2021.

  7. Tsun-Yat Leung, Lahiru Samarakoon, and Albert Y.S. Lam, “A System and Method for Speech Processing,” Hong Kong Short Term Patent No. HK30028266, Jan. 29, 2021.

  8. Victor O.K. Li, Kai Fung Chu, and Albert Y.S. Lam, “Traffic Signal Control Using End-to-End Off-Policy Deep Reinforcement Learning,” US Patent Application No. 63/004,557, April 3, 2020.

  9. Lahiru Samarakoon, and Albert Y.S. Lam, “A System and Method for Speech Recognition,” Hong Kong Short Term Patent No. HK1263334, Apr. 17, 2020.

  10. Albert Y.S. Lam and Victor O.K. Li, “Chemical Reaction-Type Metaheuristic,” U.S. Non-Provisional Patent Application (licensed)

Thesis

  1. Albert Y.S. Lam, “Theory of Optimization and a Novel Chemical Reaction-Inspired Metaheuristic,” Ph.D. Thesis, The University of Hong Kong, Hong Kong, Dec. 2009.

Miscellaneous

  1. Albert Y.S. Lam, Michael J. Watts, Dongrui Wu, and Pablo A. Estevez, “IEEE CIS Social Media: Have you joined our online community?,” IEEE Computational Intelligence Magazine, vol. 7, no. 1, pp. 4–79, Feb. 2012.