Ho-fung Leung

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 88

Top Venues

Publications

Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai, Ho-fung Leung, Qing Li, Qingbao Huang
A Knowledge-Enhanced and Topic-Guided Domain Adaptation Model for Aspect-Based Sentiment Analysis. IEEE Trans. Affect. Comput. 15 (2) (2024)
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. CoRR (2024)
Xin Wu, Yi Cai, Ho-fung Leung
Abstract-level Deductive Reasoning for Pre-trained Language Models. LREC/COLING (2024)
Jingyun Xu, Jiayuan Xie, Yi Cai, Zehang Lin, Ho-fung Leung, Qing Li, Tat-Seng Chua
Context-Aware Dynamic Word Embeddings for Aspect Term Extraction. IEEE Trans. Affect. Comput. 15 (1) (2024)
Xiaoyan Hu, Ho-fung Leung, Farzan Farnia
An Optimism-based Approach to Online Evaluation of Generative Models. CoRR (2024)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games. AAMAS (2024)
Nafees Ahmad, Ho-fung Leung
HyperHAR: Inter-sensing Device Bilateral Correlations and Hyper-correlations Learning Approach for Wearable Sensing Device Based Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
Provably Efficient CVaR RL in Low-rank MDPs. ICLR (2024)
Muzhi Li, Minda Hu, Irwin King, Ho-fung Leung
The Integration of Semantic and Structural Knowledge in Knowledge Graph Entity Typing. NAACL-HLT (2024)
Xiaoyan Hu, Farzan Farnia, Ho-fung Leung
An Information Theoretic Approach to Interaction-Grounded Learning. CoRR (2024)
Xin Wu, Yi Cai, Zetao Lian, Ho-fung Leung, Tao Wang
Generating Natural Language From Logic Expressions With Structural Representation. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yulai Zhao, Wenhao Zhan, Xiaoyan Hu, Ho-fung Leung, Farzan Farnia, Wen Sun, Jason D. Lee
Provably Efficient CVaR RL in Low-rank MDPs. CoRR (2023)
Haopeng Ren, Yi Cai, Raymond Y. K. Lau, Ho-fung Leung, Qing Li
Granularity-Aware Area Prototypical Network With Bimargin Loss for Few Shot Relation Classification. IEEE Trans. Knowl. Data Eng. 35 (5) (2023)
Nafees Ahmad, Ho-fung Leung
ALAE-TAE-CutMix+: Beyond the State-of-the-Art for Human Activity Recognition Using Wearable Sensors. PERCOM (2023)
Xiaoyan Hu, Ho-fung Leung
A Tighter Problem-Dependent Regret Bound for Risk-Sensitive Reinforcement Learning. AISTATS (2023)
Changxi Zhu, Yi Cai, Shuyue Hu, Ho-fung Leung, Dickson K. W. Chiu
Learning by reusing previous advice: a memory-based teacher-student framework. Auton. Agents Multi Agent Syst. 37 (1) (2023)
Xiaoyan Hu, Ho-fung Leung
Provably Efficient Offline RL with Options. AAMAS (2023)
Xiaoyan Hu, Ho-fung Leung
Provably (More) Sample-Efficient Offline RL with Options. NeurIPS (2023)
Qingbao Huang, Yu Liang, Jielong Wei, Yi Cai, Hanyu Liang, Ho-fung Leung, Qing Li
Image Difference Captioning With Instance-Level Fine-Grained Feature Representation. IEEE Trans. Multim. 24 (2022)
Ninglin Ouyang, Qingbao Huang, Pijian Li, Yi Cai, Bin Liu, Ho-fung Leung, Qing Li
Suppressing Biased Samples for Robust VQA. IEEE Trans. Multim. 24 (2022)
Nafees Ahmad, Savio Ho-Chit Chow, Ho-fung Leung
Beyond the Gates of Euclidean Space: Temporal-Discrimination-Fusions and Attention-based Graph Neural Network for Human Activity Recognition. CoRR (2022)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Dynamics of Q-learning in Population Games: A Physics-inspired Continuity Equation Model. AAMAS (2022)
Hon Tik Tse, Ho-fung Leung
Exploiting Semantic Epsilon Greedy Exploration Strategy in Multi-Agent Reinforcement Learning. CoRR (2022)
Xiaofeng Chen, Guohua Wang, Haopeng Ren, Yi Cai, Ho-fung Leung, Tao Wang
Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model. CoRR (2022)
Haopeng Ren, Yi Cai, Yushi Zeng, Jinghui Ye, Ho-fung Leung, Qing Li
Aspect-Opinion Correlation Aware and Knowledge-Expansion Few Shot Cross-Domain Sentiment Classification. IEEE Trans. Affect. Comput. 13 (4) (2022)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information. IJCAI (2022)
Qingbao Huang, Mingyi Fu, Linzhang Mo, Yi Cai, Jingyun Xu, Pijian Li, Qing Li, Ho-fung Leung
Entity Guided Question Generation with Contextual Structure and Sequence Information Capturing. AAAI (2021)
Tao Wang, Yi Cai, Ho-fung Leung, Raymond Y. K. Lau, Haoran Xie, Qing Li
On entropy-based term weighting schemes for text categorization. Knowl. Inf. Syst. 63 (9) (2021)
Deng Jiang, Haopeng Ren, Yi Cai, Jingyun Xu, Yanxia Liu, Ho-fung Leung
Candidate region aware nested named entity recognition. Neural Networks 142 (2021)
Chin-Wing Leung, Shuyue Hu, Ho-fung Leung
Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. ICTAI (2021)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Jiamou Liu
Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions. ACM Trans. Auton. Adapt. Syst. 16 (1) (2021)
Qingbao Huang, Linzhang Mo, Pijian Li, Yi Cai, Qingguang Liu, Jielong Wei, Qing Li, Ho-fung Leung
Story Ending Generation with Multi-Level Graph Convolutional Networks over Dependency Trees. AAAI (2021)
Qingbao Huang, Chuan Huang, Linzhang Mo, Jielong Wei, Yi Cai, Ho-fung Leung, Qing Li
IgSEG: Image-guided Story Ending Generation. ACL/IJCNLP (Findings) (2021)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multi-agent Reinforcement Learning under Budget Constraint. ACM Trans. Auton. Adapt. Syst. 15 (2) (2021)
Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu
Learning by Reusing Previous Advice in Teacher-Student Paradigm. AAMAS (2020)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Evolutionary Dynamics of Independent Learning Agents in Population Games. CoRR (2020)
Zhiwei Wu, Changmeng Zheng, Yi Cai, Junying Chen, Ho-fung Leung, Qing Li
Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts. ACM Multimedia (2020)
Xin Wu, Yi Cai, Qing Li, Jingyun Xu, Ho-fung Leung
Combining weighted category-aware contextual information in convolutional neural networks for text classification. World Wide Web 23 (5) (2020)
Muzi Liu, Ho-fung Leung, Jianye Hao
Faster Convention Emergence by Avoiding Local Conventions in Reinforcement Social Learning. ICAISC (1) (2020)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint. CoRR (2020)
Qingbao Huang, Jielong Wei, Yi Cai, Changmeng Zheng, Junying Chen, Ho-fung Leung, Qing Li
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering. ACL (2020)
Yilei Wang, Guoyu Yang, Andrea Bracciali, Ho-fung Leung, Haibo Tian, Lishan Ke, Xiaomei Yu
Incentive compatible and anti-compounding of wealth in proof-of-stake. Inf. Sci. 530 (2020)
Xingwei Tan, Yi Cai, Jingyun Xu, Ho-fung Leung, Wenhao Chen, Qing Li
Improving aspect-based sentiment analysis via aligning aspect embedding. Neurocomputing 383 (2020)
Jingyun Xu, Yi Cai, Xin Wu, Xue Lei, Qingbao Huang, Ho-fung Leung, Qing Li
Incorporating context-relevant concepts into convolutional neural networks for short text classification. Neurocomputing 386 (2020)
Chin-Wing Leung, Shuyue Hu, Ho-fung Leung
Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System. ICPR (2020)
Liang Wang, Ping Lv, Leibo Liu, Jie Han, Ho-fung Leung, Xiaohang Wang, Shouyi Yin, Shaojun Wei, Terrence S. T. Mak
A Lifetime Reliability-Constrained Runtime Mapping for Throughput Optimization in Many-Core Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (9) (2019)
Liang Wang, Xiaohang Wang, Ho-fung Leung, Terrence S. T. Mak
A Non-Minimal Routing Algorithm for Aging Mitigation in 2D-Mesh NoCs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38 (7) (2019)
Da Ren, Yi Cai, Xue Lei, Jingyun Xu, Qing Li, Ho-fung Leung
A multi-encoder neural conversation model. Neurocomputing 358 (2019)
Shuyue Hu, Chin-wing Leung, Ho-fung Leung
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach. NeurIPS (2019)
Xue Lei, Yi Cai, Jingyun Xu, Da Ren, Qing Li, Ho-fung Leung
Incorporating Task-Oriented Representation in Text Classification. DASFAA (2) (2019)
Xin Wang, Shu-Juan Ji, Yongquan Liang, Ho-fung Leung, Dickson K. W. Chiu
An unsupervised strategy for defending against multifarious reputation attacks. Appl. Intell. 49 (12) (2019)
Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu
To be Big Picture Thinker or Detail-Oriented?: Utilizing Perceived Gist Information to Achieve Efficient Convention Emergence with Bilateralism and Multilateralism. AAMAS (2019)
Kai Yang, Yi Cai, Ho-fung Leung, Raymond Y. K. Lau, Qing Li
ITWF: A framework to apply term weighting schemes in topic model. Neurocomputing 350 (2019)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multiple Independent Q-learners. AAMAS (2019)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
Modeling Convention Emergence by Observation with Memorization. PRICAI (1) (2019)
Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu
A Boundary-aware Neural Model for Nested Named Entity Recognition. EMNLP/IJCNLP (1) (2019)
Xin Wu, Yi Cai, Qing Li, Jingyun Xu, Ho-fung Leung
Combining Contextual Information by Self-attention Mechanism in Convolutional Neural Networks for Text Classification. WISE (1) (2018)
Shujuan Ji, Haiyan Ma, Yongquan Liang, Ho-fung Leung, Chun-jin Zhang
Correction to: A whitelist and blacklist-based co-evolutionary strategy for defensing against multifarious trust attacks. Appl. Intell. 48 (7) (2018)
Chun-Kit Au, Ho-fung Leung
Analysis of evolution strategies with the optimal weighted recombination. GECCO (2018)
Tim Borglund, Shuyue Hu, Ho-fung Leung
The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems. Intelligent Information Processing (2018)
Lin Liu, Jinshu Su, Rongmao Chen, Ximeng Liu, Xiaofeng Wang, Shuhui Chen, Ho-fung Leung
Privacy-Preserving Mining of Association Rule on Outsourced Cloud Data from Multiple Parties. ACISP (2018)
Yixi Wang, Wenhuan Lu, Jianye Hao, Jianguo Wei, Ho-fung Leung
Efficient Convention Emergence through Decoupled Reinforcement Social Learning with Teacher-Student Mechanism. AAMAS (2018)
Shuyue Hu, Ho-fung Leung
Compromise as a Way to Promote Convention Emergence and to Reduce Social Unfairness in Multi-Agent Systems. Australasian Conference on Artificial Intelligence (2018)
Shuyue Hu, Ho-fung Leung
Do Social Norms Emerge? The Evolution of Agents' Decisions with the Awareness of Social Values under Iterated Prisoner's Dilemma. SASO (2018)
Yulong Li, Yi Cai, Ho-fung Leung, Qing Li
Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification. DASFAA (1) (2018)
Junze Li, Yi Cai, Zhiwei Cai, Ho-fung Leung, Kai Yang
Wikipedia Based Short Text Classification Method. DASFAA Workshops (2017)
Xue Lei, Yi Cai, Qing Li, Haoran Xie, Ho-fung Leung, Fu Lee Wang
Combining Local and Global Features in Supervised Word Sense Disambiguation. WISE (2) (2017)
Hongyi Chen, Ho-fung Leung, Biao Han, Jinshu Su
Automatic privacy leakage detection for massive android apps via a novel hybrid approach. ICC (2017)
Shuyue Hu, Yi Cai, Ho-fung Leung, Dongping Huang, Yang Yang
Integrating User Reviews and Ratings for Enhanced Personalized Searching. Int. J. Distance Educ. Technol. 15 (2) (2017)
Jianye Hao, Dongping Huang, Yi Cai, Ho-fung Leung
The dynamics of reinforcement social learning in networked cooperative multiagent systems. Eng. Appl. Artif. Intell. 58 (2017)
Liang Wang, Xiaohang Wang, Ho-fung Leung, Terrence S. T. Mak
Throughput Optimization for Lifetime Budgeting in Many-Core Systems. ACM Great Lakes Symposium on VLSI (2017)
Chi-Kong Chan, Jianye Hao, Ho-fung Leung
Reciprocal Social Strategy in Social Repeated Games and Emergence of Social Norms. Int. J. Artif. Intell. Tools 26 (1) (2017)
Shuyue Hu, Ho-fung Leung
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. IJCAI (2017)
Shuyue Hu, Ho-fung Leung
Local Norm Phenomena in Multi-Agent Systems under Community Networks. AAMAS (2017)
Shujuan Ji, Haiyan Ma, Yongquan Liang, Ho-fung Leung, Chun-jin Zhang
A whitelist and blacklist-based co-evolutionary strategy for defensing against multifarious trust attacks. Appl. Intell. 47 (4) (2017)
Liang Wang, Xiaohang Wang, Ho-fung Leung, Terrence S. T. Mak
Runtime task mapping for lifetime budgeting in many-core systems. FDL (2017)
Shu-Juan Ji, Haiyan Ma, Shu-lian Zhang, Ho-fung Leung, Dickson K. W. Chiu, Chun-jin Zhang, Xianwen Fang
A pre-evolutionary advisor list generation strategy for robust defensing reputation attacks. Knowl. Based Syst. 103 (2016)
Youzhi Zhang, Xudong Luo, Ho-fung Leung
Games Played under Fuzzy Constraints. Int. J. Intell. Syst. 31 (4) (2016)
Xudong Luo, Yufeng Yang, Ho-fung Leung
Reward and Penalty Functions in Automated Negotiation. Int. J. Intell. Syst. 31 (7) (2016)
Yilei Wang, Leisi Chen, Ho-fung Leung, Chengyu Hu, Beijing Chen
Fairness in secure computing protocols based on incentives. Soft Comput. 20 (10) (2016)
Yilei Wang, Tao Li, Lufeng Chen, Ping Li, Ho-fung Leung, Zhe Liu, Qiuliang Xu
Rational computing protocol based on fuzzy theory. Soft Comput. 20 (2) (2016)
Yi Cai, Wen-Hao Chen, Ho-fung Leung, Qing Li, Haoran Xie, Raymond Y. K. Lau, Huaqing Min, Fu Lee Wang
Context-aware ontologies generation with basic level concepts from collaborative tags. Neurocomputing 208 (2016)
Songzheng Song, Jianye Hao, Yang Liu, Jun Sun, Ho-fung Leung, Jie Zhang
Improved EGT-Based Robustness Analysis of Negotiation Strategies in Multiagent Systems via Model Checking. IEEE Trans. Hum. Mach. Syst. 46 (2) (2016)
Zhenhong Chen, Kai Yang, Yi Cai, Dongping Huang, Ho-fung Leung
A Highly Effective Hybrid Model for Sentence Categorization. DASFAA Workshops (2016)
Qing Du, Haoran Xie, Yi Cai, Ho-fung Leung, Qing Li, Huaqing Min, Fu Lee Wang
Folksonomy-based personalized search by hybrid user profiles in multiple levels. Neurocomputing 204 (2016)
Kai Yang, Zhenhong Chen, Yi Cai, Dongping Huang, Ho-fung Leung
Improved Automatic Keyword Extraction Given More Semantic Knowledge. DASFAA Workshops (2016)
Kai Yang, Yi Cai, Zhenhong Chen, Ho-fung Leung, Raymond Y. K. Lau
Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation. COLING (2016)
Jianye Hao, Ho-fung Leung
Reinforcement social learning of social optimality with influencer agents. Web Intell. 13 (3) (2015)
Jianye Hao, Ho-fung Leung
Introducing decision entrustment mechanism into repeated bilateral agent interactions to achieve social optimality. Auton. Agents Multi Agent Syst. 29 (4) (2015)
Tao Wang, Yi Cai, Ho-fung Leung, Zhiwei Cai, Huaqing Min
Entropy-Based Term Weighting Schemes for Text Categorization in VSM. ICTAI (2015)
Xiaofeng Wang, Jinshu Su, Baosheng Wang, Guojun Wang, Ho-fung Leung
Trust Description and Propagation System: Semantics and axiomatization. Knowl. Based Syst. 90 (2015)
Yang Yang, Shuyue Hu, Yi Cai, Qing Du, Ho-fung Leung, Raymond Y. K. Lau
Exploring Reviews and Ratings on Reviews for Personalized Search. ICWL Workshops (2015)
Xudong Luo, Qiaoting Zhong, Ho-fung Leung
A Spectrum of Weighted Compromise Aggregation Operators: A Generalization of Weighted Uninorm Operator. Int. J. Intell. Syst. 30 (12) (2015)
Chi-Kong Chan, Jianye Hao, Ho-fung Leung
Reciprocal Social Strategy in Social Repeated Games. ICTAI (2015)
Zhengwei Yang, Ada Wai-Chee Fu, Yanyan Xu, Silu Huang, Ho-fung Leung
Community Based Information Dissemination. ADC (2015)
Jianye Hao, Ho-fung Leung, Zhong Ming
Multiagent Reinforcement Social Learning toward Coordination in Cooperative Multiagent Systems. ACM Trans. Auton. Adapt. Syst. 9 (4) (2015)
Shu-Juan Ji, Ho-fung Leung, Kwang-Mong Sim, Yongquan Liang, Dickson K. W. Chiu
An adaptive prediction-regret driven strategy for one-shot bilateral bargaining software agents. Expert Syst. Appl. 42 (1) (2015)
Shu-Juan Ji, Chun-jin Zhang, Kwang-Mong Sim, Ho-fung Leung
A one-shot bargaining strategy for dealing with multifarious opponents. Appl. Intell. 40 (4) (2014)
Chun-Kit Au, Ho-fung Leung
Halfspace sampling in evolution strategies. GECCO (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ho-fung Leung