| 2025 | Interspeech | Speech-guided Grapheme-to-Phoneme Conversion for Cantonese Text-to-Speech. | Timothy Shin Heng Mak, King Yiu Suen, Albert Y. S. Lam |
| 2025 | Interspeech | Cantonese Punctuation Restoration using LLM Annotated Data. | King Yiu Suen, Rudolf Chow, Albert Y. S. Lam |
| 2024 | ACL | Continual Dialogue State Tracking via Reason-of-Select Distillation. | Yujie Feng, Bo Liu, Xiaoyu Dong, Zexin Lu, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2023 | ACL | Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training. | Haode Zhang, Haowen Liang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2023 | VTC | Collaborative Routing and Charging/Discharging Scheduling of Electric Autonomous Vehicles in Coupled Power-Traffic Networks. | Kai-Fung Chu, Tianlun Chen, Albert Y. S. Lam, Yue Song |
| 2022 | ACL | New Intent Discovery with Pre-training and Contrastive Learning. | Yuwei Zhang, Haode Zhang, Li-Ming Zhan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2022 | COLING | A Closer Look at Few-Shot Out-of-Distribution Intent Detection. | Li-Ming Zhan, Haowen Liang, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2022 | NAACL | Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization. | Haode Zhang, Haowen Liang, Yuwei Zhang, Li-Ming Zhan, Xiao-Ming Wu, Xiaolei Lu, Albert Y. S. Lam |
| 2021 | ACL | Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training. | Li-Ming Zhan, Haowen Liang, Bo Liu, Lu Fan, Xiao-Ming Wu, Albert Y. S. Lam |
| 2021 | EMNLP | Effectiveness of Pre-training for Few-shot Intent Classification. | Haode Zhang, Yuwei Zhang, Li-Ming Zhan, Jiaxin Chen, Guangyuan Shi, Xiao-Ming Wu, Albert Y. S. Lam |
| 2020 | ACL | Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification. | Guangfeng Yan, Lu Fan, Qimai Li, Han Liu, Xiaotong Zhang, Xiao-Ming Wu, Albert Y. S. Lam |
| 2019 | ASRU | Incorporating Prior Knowledge into Speaker Diarization and Linking for Identifying Common Speaker. | Tsun-Yat Leung, Lahiru Samarakoon, Albert Y. S. Lam |
| 2019 | EMNLP | Reconstructing Capsule Networks for Zero-shot Intent Classification. | Han Liu, Xiaotong Zhang, Lu Fan, Xuandi Fu, Qimai Li, Xiao-Ming Wu, Albert Y. S. Lam |
| 2017 | GLOBECOM | A Novel Online Scheduling Algorithm for Hierarchical Vehicle-to-Grid System. | Xiangyu Chen, Ka-Cheong Leung, Albert Y. S. Lam, David J. Hill |
| 2016 | CEC | A new optimal resource allocation scheme for computationally expensive problems. | Yi Sun, Albert Y. S. Lam, Victor O. K. Li |
| 2015 | CEC | Adaptive Chemical Reaction Optimization for global numerical optimization. | James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li |
| 2014 | CEC | Chemical reaction optimization for the set covering problem. | James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li |
| 2014 | CEC | An inter-molecular adaptive collision scheme for Chemical Reaction Optimization. | James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam |
| 2014 | IJCNN | A heuristic to generate initial feasible solutions for the Unit Commitment problem. | Yi Sun, Albert Y. S. Lam, Victor O. K. Li |
| 2013 | CEC | Optimal V2G scheduling of electric vehicles and Unit Commitment using Chemical Reaction Optimization. | James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam |
| 2012 | CEC | Chemical Reaction Optimization for the Fuzzy Rule learning problem. | Albert Y. S. Lam, Victor O. K. Li, Zhao Wei |
| 2012 | CEC | Chemical Reaction Optimization for the optimal power flow problem. | Yi Sun, Albert Y. S. Lam, Victor O. K. Li, Jin Xu, James Jian Qiao Yu |
| 2012 | CEC | Short adjacent repeat identification based on Chemical Reaction Optimization. | Jin Xu, Albert Y. S. Lam, Victor O. K. Li, Qiwei Li, Xiaodan Fan |
| 2012 | CEC | Real-coded chemical reaction optimization with different perturbation functions. | James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li |
| 2012 | CEC | Sensor deployment for air pollution monitoring using public transportation system. | James Jian Qiao Yu, Victor O. K. Li, Albert Y. S. Lam |
| 2012 | INFOCOM | A multi-layer market for vehicle-to-grid energy trading in the smart grid. | Albert Y. S. Lam, Longbo Huang, Alonso Silva, Walid Saad |
| 2011 | CEC | Evolutionary artificial neural network based on Chemical Reaction Optimization. | James Jian Qiao Yu, Albert Y. S. Lam, Victor O. K. Li |
| 2011 | GLOBECOM | Network Coding Optimization Based on Chemical Reaction Optimization. | Bo Pan, Albert Y. S. Lam, Victor O. K. Li |
| 2010 | CEC | Chemical Reaction Optimization for population transition in peer-to-peer live streaming. | Albert Y. S. Lam, Jialing Xu, Victor O. K. Li |
| 2010 | GLOBECOM | Performance Bounds of Opportunistic Scheduling in Wireless Networks. | Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li |
| 2010 | GLOBECOM | Chemical Reaction Optimization for Cognitive Radio Spectrum Allocation. | Albert Y. S. Lam, Victor O. K. Li |
| 2010 | SMC | An information-theoretic model for resource-constrained systems. | Yanhui Geng, Albert Y. S. Lam, Victor O. K. Li |
| 2009 | SMC | Generalization of the No-Free-Lunch Theorem. | Albert Y. S. Lam, Victor O. K. Li |