| 2025 | AAAI | Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning. | Muzhi Li, Cehao Yang, Chengjin Xu, Zixing Song, Xuhui Jiang, Jian Guo, Ho-fung Leung, Irwin King |
| 2025 | AISTATS | A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models. | Xiaoyan Hu, Ho-fung Leung, Farzan Farnia |
| 2025 | ICML | PAK-UCB Contextual Bandit: An Online Learning Approach to Prompt-Aware Selection of Generative Models and LLMs. | Xiaoyan Hu, Ho-fung Leung, Farzan Farnia |
| 2025 | NAACL | Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion. | Muzhi Li, Cehao Yang, Chengjin Xu, Xuhui Jiang, Yiyan Qi, Jian Guo, Ho-fung Leung, Irwin King |
| 2024 | COLING | Abstract-level Deductive Reasoning for Pre-trained Language Models. | Xin Wu, Yi Cai, Ho-fung Leung |
| 2024 | ICLR | Provably Efficient CVaR RL in Low-rank MDPs. | Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee |
| 2024 | ICML | An Information Theoretic Approach to Interaction-Grounded Learning. | Xiaoyan Hu, Farzan Farnia, Ho-fung Leung |
| 2024 | NAACL | The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. | Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung |
| 2023 | AISTATS | A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement Learning. | Xiaoyan Hu, Ho-fung Leung |
| 2023 | PERCOM | ALAE-TAE-CutMix+: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors. | Nafees Ahmad, Ho-fung Leung |
| 2022 | IJCAI | Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information. | Chin-wing Leung, Shuyue Hu, Ho-fung Leung |
| 2021 | AAAI | Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing. | Qingbao Huang, Mingyi Fu, Linzhang Mo, Yi Cai, Jingyun Xu, Pijian Li, Qing Li, Ho-fung Leung |
| 2021 | AAAI | Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees. | Qingbao Huang, Linzhang Mo, Pijian Li, Yi Cai, Qingguang Liu, Jielong Wei, Qing Li, Ho-fung Leung |
| 2021 | ACL | IgSEG: Image-guided Story Ending Generation. | Qingbao Huang, Chuan Huang, Linzhang Mo, Jielong Wei, Yi Cai, Ho-fung Leung, Qing Li |
| 2021 | ICTAI | Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. | Chin-Wing Leung, Shuyue Hu, Ho-fung Leung |
| 2020 | ACL | Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. | Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li |
| 2020 | ICAISC | Faster Convention Emergence by Avoiding Local Conventions in Reinforcement Social Learning. | Muzi Liu, Ho-fung Leung, Jianye Hao |
| 2020 | ICPR | Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System. | Chin-Wing Leung, Shuyue Hu, Ho-fung Leung |
| 2019 | DASFAA | Incorporating Task-Oriented Representation in Text Classification. | Xue Lei, Yi Cai, Jingyun Xu, Da Ren, Qing Li, Ho-fung Leung |
| 2019 | EMNLP | A Boundary-aware Neural Model for Nested Named Entity Recognition. | Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu |
| 2019 | PRICAI | Modeling Convention Emergence by Observation with Memorization. | Chin-wing Leung, Shuyue Hu, Ho-fung Leung |
| 2018 | ACISP | Privacy-Preserving Mining of Association Rule on Outsourced Cloud Data from Multiple Parties. | Lin Liu, Jinshu Su, Rongmao Chen, Ximeng Liu, Xiaofeng Wang, Shuhui Chen, Ho-fung Leung |
| 2018 | DASFAA | Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification. | Yulong Li, Yi Cai, Ho-fung Leung, Qing Li |
| 2018 | GECCO | Analysis of evolution strategies with the optimal weighted recombination. | Chun-Kit Au, Ho-fung Leung |
| 2018 | WISE | Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification. | Xin Wu, Yi Cai, Qing Li, Jingyun Xu, Ho-fung Leung |
| 2017 | DASFAA | Wikipedia Based Short Text Classification Method. | Junze Li, Yi Cai, Zhiwei Cai, Ho-fung Leung, Kai Yang |
| 2017 | FDL | Runtime task mapping for lifetime budgeting in many-core systems. | Liang Wang, Xiaohang Wang, Ho-fung Leung, Terrence S. T. Mak |
| 2017 | IJCAI | Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. | Shuyue Hu, Ho-fung Leung |
| 2017 | WISE | Combining Local and Global Features in Supervised Word Sense Disambiguation. | Xue Lei, Yi Cai, Qing Li, Haoran Xie, Ho-fung Leung, Fu Lee Wang |
| 2016 | COLING | Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation. | Kai Yang, Yi Cai, Zhenhong Chen, Ho-fung Leung, Raymond Y. K. Lau |
| 2016 | DASFAA | A Highly Effective Hybrid Model for Sentence Categorization. | Zhenhong Chen, Kai Yang, Yi Cai, Dongping Huang, Ho-fung Leung |
| 2016 | DASFAA | Improved Automatic Keyword Extraction Given More Semantic Knowledge. | Kai Yang, Zhenhong Chen, Yi Cai, Dongping Huang, Ho-fung Leung |
| 2015 | ADC | Community Based Information Dissemination. | Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung |
| 2015 | ICTAI | Reciprocal Social Strategy in Social Repeated Games. | Chi-Kong Chan, Jianye Hao, Ho-fung Leung |
| 2015 | ICTAI | Entropy-Based Term Weighting Schemes for Text Categorization in VSM. | Tao Wang, Yi Cai, Ho-fung Leung, Zhiwei Cai, Huaqing Min |
| 2014 | ECAI | Spatial evolutionary game-theoretic perspective on agent-based complex negotiations. | Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung |
| 2014 | GECCO | Halfspace sampling in evolution strategies. | Chun-Kit Au, Ho-fung Leung |
| 2014 | ICTAI | Networked Reinforcement Social Learning towards Coordination in Cooperative Multiagent Systems. | Jianye Hao, Dongping Huang, Yi Cai, Ho-fung Leung |
| 2014 | KI | Evaluating Practical Automated Negotiation Based on Spatial Evolutionary Game Theory. | Siqi Chen, Jianye Hao, Gerhard Weiss, Karl Tuyls, Ho-fung Leung |
| 2013 | IJCAI | The Dynamics of Reinforcement Social Learning in Cooperative Multiagent Systems. | Jianye Hao, Ho-fung Leung |
| 2012 | CEC | Eigenspace sampling in the mirrored variant of (1, λ)-CMA-ES. | Chun-Kit Au, Ho-fung Leung |
| 2012 | ICSE | Analyzing multi-agent systems with probabilistic model checking approach. | Songzheng Song, Jianye Hao, Yang Liu, Jun Sun, Ho-fung Leung, Jin Song Dong |
| 2012 | ICTAI | Incorporating Fairness into Infinitely Repeated Games with Conflicting Interests for Conflicts Elimination. | Jianye Hao, Ho-fung Leung |
| 2012 | PPSN | An Empirical Comparison of CMA-ES in Dynamic Environments. | Chun-Kit Au, Ho-fung Leung |
| 2012 | PRICAI | Learning to Achieve Socially Optimal Solutions in General-Sum Games. | Jianye Hao, Ho-fung Leung |
| 2012 | PRICAI | Incorporating Fairness into Agent Interactions Modeled as Two-Player Normal-Form Games. | Jianye Hao, Ho-fung Leung |
| 2012 | PRIMA | An Efficient Negotiation Protocol to Achieve Socially Optimal Allocation. | Jianye Hao, Ho-fung Leung |
| 2012 | PRIMA | Probabilistic Model Checking Multi-agent Behaviors in Dispersion Games Using Counter Abstraction. | Jianye Hao, Songzheng Song, Yang Liu, Jun Sun, Lin Gui, Jin Song Dong, Ho-fung Leung |
| 2012 | SMC | Maintaining cooperation in homogeneous multi-agent system. | Jianye Hao, Ho-fung Leung |
| 2011 | ICTAI | Learning to Achieve Social Rationality Using Tag Mechanism in Repeated Interactions. | Jianye Hao, Ho-fung Leung |
| 2010 | CEC | Improving CMA-ES by random evaluation on the minor eigenspace. | Chun-Kit Au, Ho-fung Leung |
| 2010 | CIKM | Recommendation based on object typicality. | Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, Juanzi Li |
| 2010 | ICCSA | An Unsupervised Method of Exploring Ontologies from Folksonomies. | Wen-hao Chen, Yi Cai, Ho-fung Leung |
| 2010 | ICTAI | TyCo: Towards Typicality-based Collaborative Filtering Recommendation. | Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, Juanzi Li |
| 2010 | ICTAI | Strategy and Fairness in Repeated Two-agent Interaction. | Jianye Hao, Ho-fung Leung |
| 2010 | ICTAI | An Adaptive Prediction-Regret Driven Strategy for Bilateral Bargaining. | Shu-Juan Ji, Ho-fung Leung |
| 2010 | KSEM | A Fuzzy Description Logic with Automatic Object Membership Measurement. | Yi Cai, Ho-fung Leung |
| 2010 | PRICAI | An Adaptive Bidding Strategy for Combinatorial Auction-Based Resource Allocation in Dynamic Markets. | Xin Sui, Ho-fung Leung |
| 2010 | WISE | Forming Buyer Coalition Schemes with Ontologies in E-Marketplaces. | Panida Tansiri, Laor Boongasame, Dickson K. W. Chiu, Ho-fung Leung |
| 2009 | CEC | Investigating collaboration methods of random immigrant scheme in cooperative coevolution. | Chun-Kit Au, Ho-fung Leung |
| 2009 | CEC | Group extinction heuristics in evolution strategy. | Chun-Kit Au, Ho-fung Leung |
| 2009 | IJCAI | Towards Ontology Learning from Folksonomies. | Jie Tang, Ho-fung Leung, Qiong Luo, Dewei Chen, Jibin Gong |
| 2008 | ATC | Maximising Personal Utility Using Intelligent Strategy in Minority Game. | Yingni She, Ho-fung Leung |
| 2008 | CEC | On the behavior of cooperative coevolution in dynamic environments. | Chun-Kit Au, Ho-fung Leung |
| 2008 | ER | A Formal Model of Fuzzy Ontology with Property Hierarchy and Object Membership. | Yi Cai, Ho-fung Leung |
| 2008 | FlAIRS | Multi-Prototype Concept and Object Typicality in Ontology. | Yi Cai, Ho-fung Leung, Ada Wai-Chee Fu |
| 2008 | FlAIRS | Stability of Coalitions in Belief-Based Non-Transferable Utility Games. | Chi-Kong Chan, Ho-fung Leung |
| 2008 | ICTAI | Formalizing Object Typicality in Context-Aware Ontology. | Yi Cai, Ho-fung Leung |
| 2008 | ICTAI | An Adaptive Strategy for Allocation of Resources with Gradually or Abruptly Changing Capacities. | Yingni She, Ho-fung Leung |
| 2008 | ICTAI | An Adaptive Bidding Strategy in Multi-round Combinatorial Auctions for Resource Allocation. | Xin Sui, Ho-fung Leung |
| 2007 | AINA | A Virtual Travel Agent System for M-Tourism with Semantic Web Service Based Design and Implementation. | Yves T. F. Yueh, Dickson K. W. Chiu, Ho-fung Leung, Patrick C. K. Hung |
| 2007 | ATC | Ontology Based Hybrid Access Control for Automatic Interoperation. | Yuqing Sun, Peng Pan, Ho-fung Leung, Bin Shi |
| 2007 | CEC | Biasing mutations in cooperative coevolution. | Chun-Kit Au, Ho-fung Leung |
| 2007 | GECCO | Guided mutations in cooperative coevolutionary algorithms for function optimization. | Chun-Kit Au, Ho-fung Leung |
| 2007 | ICFEM | A Verification Framework for Agent Knowledge. | Jin Song Dong, Yuzhang Feng, Ho-fung Leung |
| 2007 | ICTAI | Guided Mutations in Cooperative Coevolutionary Algorithms for Function Optimization. | Chun-Kit Au, Ho-fung Leung |
| 2007 | ICTAI | A Distributed Mechanism for Non-transferable Utility Buyer Coalition Problem. | Chi-Kong Chan, Ho-fung Leung |
| 2007 | ICTAI | Incorporating Risk Attitude and Reputation into Infinitely Repeated Games and an Analysis on the Iterated Prisoner's Dilemma. | Ka-man Lam, Ho-fung Leung |
| 2007 | PRIMA | Belief-Based Stability in Non-transferable Utility Coalition Formation. | Chi-Kong Chan, Ho-fung Leung |
| 2007 | PRIMA | Existence of Risk Strategy Equilibrium in Games Having No Pure Strategy Nash Equilibrium. | Ka-man Lam, Ho-fung Leung |
| 2007 | VLDB | Efficiently Answering Top-k Typicality Queries on Large Databases. | Ming Hua, Jian Pei, Ada Wai-Chee Fu, Xuemin Lin, Ho-fung Leung |
| 2006 | AINA | A Demand and Contribution Based Bandwidth Allocation Mechanism in P2P Networks: A Game-Theoretic Analysis. | Huiye Ma, Ho-fung Leung |
| 2006 | EDOC | Web-service Based Human Resource Recruitment by Using Matchmaking Decision Support. | Gilbert H. L. Luk, Dickson K. W. Chiu, Ho-fung Leung |
| 2006 | EDOC | Anonymity and Security Support for Persistent Enterprise Conversation. | Changjie Wang, Dickson K. W. Chiu, Ho-fung Leung |
| 2006 | ER | Ontology with Likeliness and Typicality of Objects in Concepts. | Ching-man Au Yeung, Ho-fung Leung |
| 2006 | FlAIRS | Incorporating Simplex Method into Guided Complete Search: An Application to the Nurse Rostering Problem. | Spencer K. L. Fung, Jimmy Ho-Man Lee, Ho-fung Leung |
| 2006 | ICSE | Fifth workshop on software engineering for large-scale multi-agent systems (SELMAS). | Ricardo Choren, Ho-fung Leung, Alessandro F. Garcia, Carlos Jos Pereira de Lucena, Holger Giese, Alexander B. Romanovsky |
| 2006 | PRIMA | Formalizing Risk Strategies and Risk Strategy Equilibrium in Agent Interactions Modeled as Infinitely Repeated Games. | Ka-man Lam, Ho-fung Leung |
| 2006 | PRIMA | Expected Utility Maximization and Attractiveness Maximization. | Ka-man Lam, Ho-fung Leung |
| 2005 | CIS | A Private and Efficient Mobile Payment Protocol. | Changjie Wang, Ho-fung Leung |
| 2005 | FlAIRS | A Mutual Influence Algorithm for Multiple Concurrent Negotiations. | Ka-man Lam, Ho-fung Leung |
| 2005 | ICTAI | Guided Complete Search for Nurse Rostering Problem. | Spencer K. L. Fung, Ho-fung Leung, Jimmy Ho-Man Lee |
| 2005 | ICTAI | Adaptive Soft Bid Determination in Bidding Strategies for Continuous Double Auctions. | Huiye Ma, Ho-fung Leung |
| 2005 | ISNN | An Effective Algorithm Based on GENET Neural Network Model for Job Shop Scheduling with Release Dates and Due Dates. | Xin Feng, Ho-fung Leung, Lixin Tang |
| 2005 | KES | A Mutual Influence Algorithm for Multiple Concurrent Negotiations - A Game Theoretical Analysis. | Ka-man Lam, Ho-fung Leung |
| 2005 | PRIMA | Multi-auction Approach for Solving Task Allocation Problem. | Chi-Kong Chan, Ho-fung Leung |
| 2005 | PRIMA | Risk Strategies and Risk Strategy Equilibrium in Agent Interactions Modeled as Normal Repeated 2 2 Risk Games. | Ka-man Lam, Ho-fung Leung |
| 2005 | PRIMA | Enhancing Bidding Strategies in CDAs by Adaptive Judgement of Price Acceptability. | Huiye Ma, Ho-fung Leung |
| 2004 | AINA | Use of Cryptographic Technologies for Privacy Protection of Watermarks in Internet Retails of Digital Contents. | Changjie Wang, Ho-fung Leung, Shing-Chi Cheung, Yumin Wang |
| 2004 | COCOON | An Efficient Online Algorithm for Square Detection. | Ho-fung Leung, Zeshan Peng, Hing-Fung Ting |
| 2004 | COMPSAC | A Secure and Fully Private Borda Voting Protocol with Universal Verifiability. | Changjie Wang, Ho-fung Leung |
| 2004 | ICTAI | A Framework for Guided Complete Search for Solving Constraint Satisfaction Problems and Some of Its Instances. | Spencer K. L. Fung, Denny J. Zheng, Ho-fung Leung, Jimmy Ho-Man Lee, Hon Wai Chun |
| 2004 | ICTAI | An Adaptive Strategy for Trust/Honesty Model in Multi-Agent Semi-Competitive Environments. | Ka-man Lam, Ho-fung Leung |
| 2004 | ISNN | Applying GENET to the JSSCSOP. | Xin Feng, Lixin Tang, Ho-fung Leung |
| 2004 | PRIMA | A Trust/Honesty Model in Multiagent Semi-competitive Environments. | Ka-man Lam, Ho-fung Leung |
| 2003 | CaiSE | A Three-Tier View-Based Methodology for Adapting Human-Agent Collaboration Systems. | Dickson K. W. Chiu, Shing-Chi Cheung, Ho-fung Leung |
| 2003 | ICISC | Secure Double Auction Protocols with Full Privacy Protection. | Changjie Wang, Ho-fung Leung, Yumin Wang |
| 2003 | ICTAI | Progressive Stochastic Search for Solving Constraint Satisfaction Problems. | Bryan Chi-ho Lam, Ho-fung Leung |
| 2003 | PRIMA | Honesty, Trust, and Rational Communication in Multiagent Semi-competitive Environments. | Ka-man Lam, Ho-fung Leung |
| 2001 | EUSFLAT | Weighted/prioritized compensatory aggregation. | Xudong Luo, Ho-fung Leung, Jimmy Ho-Man Lee |
| 2001 | SMC | An agent bidding strategy based on fuzzy logic in a continuous double auction. | Minghua He, Ho-fung Leung |
| 2000 | ECAI | Theory and Properties of a Selfish Protocol for Multi-Agent Meeting Scheduling Using Fuzzy Constraints. | Xudong Luo, Ho-fung Leung, Jimmy Ho-Man Lee |
| 2000 | PRICAI | A New Axiomatic Framework for Prioritized Fuzzy Constraint Satisfaction Problems. | Xudong Luo, Ho-fung Leung, Jimmy Ho-Man Lee |
| 1999 | PRICAI | A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System. | Xudong Luo, Chengqi Zhang, Ho-fung Leung |
| 1998 | AAAI | Extending GENET to Solve Fuzzy Constraint Satisfaction Problems. | Jason H. Y. Wong, Ho-fung Leung |
| 1998 | ICTAI | Solving fuzzy constraint satisfaction problems with fuzzy GENET. | Jason H. Y. Wong, Ho-fung Leung |
| 1996 | CP | A Constraint-Based Interactive Train Rescheduling Tool. | C. K. Chiu, C. M. Chou, Jimmy Ho-Man Lee, Ho-fung Leung, Y. W. Leung |
| 1996 | CP | Towards a More Efficient Stochastic Constraint Solver. | Jimmy Ho-Man Lee, Ho-fung Leung, Hon-Wing Won |
| 1996 | CP | A Stochastic Approach to Solving Fuzzy Constraint Satisfaction Problems. | Jason H. Y. Wong, Kai-Fai Ng, Ho-fung Leung |
| 1996 | SAC | Incremental querying in the concurrent CLP language IFD-Constraint Pandora. | Jimmy Ho-Man Lee, Ho-fung Leung |
| 1995 | ICTAI | Extending GENET for non-binary CSP's. | Jimmy Ho-Man Lee, Ho-fung Leung, Hon-Wing Won |
| 1994 | SAC | IQ: towards incremental query processing in non-deterministic concurrent constraint logic programming. | Jimmy Ho-Man Lee, Ho-fung Leung |
| 1988 | ICLP | The Competition Model for Parallel Execution of Logic Programs. | Kam-Wing Ng, Ho-fung Leung |