Yi Cai

According to our database, Yi Cai authored at least 205 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction.

Junhao Feng, Guohua Wang, Changmeng Zheng, Yi Cai, Ze Fu, Yaowei Wang, Xiao-Yong Wei, Qing Li

IEEE Trans. Circuits Syst. Video Technol., January, 2024

Knowledge-Augmented Visual Question Answering With Natural Language Explanation.

Jiayuan Xie, Yi Cai, Jiali Chen, Ruohang Xu, Jiexin Wang, Qing Li

IEEE Trans. Image Process., 2024

Context-Aware Dynamic Word Embeddings for Aspect Term Extraction.

Jingyun Xu, Jiayuan Xie, Yi Cai, Zehang Lin, Ho-fung Leung, Qing Li, Tat-Seng Chua

IEEE Trans. Affect. Comput., 2024

A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation.

Li Yuan, Yi Cai, Haopeng Ren, Jiexin Wang

CoRR, 2024

Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point.

Peizhi Zhao, Shiyi Zheng, Wenye Zhao, Dongsheng Xu, Pijian Li, Yi Cai, Qingbao Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Automated Defect Report Generation for Enhanced Industrial Quality Control.

Jiayuan Xie, Zhiping Zhou, Zihan Wu, Xinting Zhang, Jiexin Wang, Yi Cai, Qing Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Graph convolutional network for difficulty-controllable visual question generation.

Feng Chen, Jiayuan Xie, Yi Cai, Zehang Lin, Qing Li, Tao Wang

World Wide Web (WWW), November, 2023

Visual question generation for explicit questioning purposes based on target objects.

Jiayuan Xie, Jiali Chen, Wenhao Fang, Yi Cai, Qing Li

Neural Networks, October, 2023

DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts.

Ze Fu, Changmeng Zheng, Junhao Feng, Yi Cai, Xiao-Yong Wei, Yaowei Wang, Qing Li

IEEE Trans. Circuits Syst. Video Technol., July, 2023

Granularity-Aware Area Prototypical Network With Bimargin Loss for Few Shot Relation Classification.

Haopeng Ren, Yi Cai, Raymond Y. K. Lau, Ho-fung Leung, Qing Li

IEEE Trans. Knowl. Data Eng., May, 2023

Learning refined features for open-world text classification with class description and commonsense knowledge.

Haopeng Ren, Zeting Li, Yi Cai, Xingwei Tan, Xin Wu

World Wide Web (WWW), March, 2023

Graph-Based Information Block Detection in Infographic With Gestalt Organization Principles.

Jie Lin, Yi Cai, Xin Wu, Jianwei Lu

IEEE Trans. Vis. Comput. Graph., March, 2023

Multimodal Topic Modeling by Exploring Characteristics of Short Text Social Media.

Huakui Zhang, Yi Cai, Haopeng Ren, Qing Li

IEEE Trans. Multim., 2023

Scene-Text Oriented Referring Expression Comprehension.

Yuqi Bu, Liuwu Li, Jiayuan Xie, Qiong Liu, Yi Cai, Qingbao Huang, Qing Li

IEEE Trans. Multim., 2023

Enhancing Paraphrase Question Generation With Prior Knowledge.

Jiayuan Xie, Wenhao Fang, Qingbao Huang, Yi Cai, Tao Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Generating Natural Language From Logic Expressions With Structural Representation.

Xin Wu, Yi Cai, Zetao Lian, Ho-fung Leung, Tao Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Detecting Dependency-Related Sentiment Features for Aspect-Level Sentiment Classification.

Xing Zhang, Jingyun Xu, Yi Cai, Xingwei Tan, Changxi Zhu

IEEE Trans. Affect. Comput., 2023

Graph neural topic model with commonsense knowledge.

Bingshan Zhu, Yi Cai, Haopeng Ren

Inf. Process. Manag., 2023

Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation.

Jiexin Wang, Liuwen Cao, Xitong Luo, Zhiping Zhou, Jiayuan Xie, Adam Jatowt, Yi Cai

CoRR, 2023

DEVICE: DEpth and VIsual ConcEpts Aware Transformer for TextCaps.

Dongsheng Xu, Qingbao Huang, Feng Shuang, Yi Cai

CoRR, 2023

Learning by reusing previous advice: a memory-based teacher-student framework.

Changxi Zhu, Yi Cai, Shuyue Hu, Ho-fung Leung, Dickson K. W. Chiu

Auton. Agents Multi Agent Syst., 2023

MC-PDARTS: Multi-Cell Progressive Differentiable Architecture Search.

Qun Liu, Yi Cai, Junying Chen

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Decoupled Hyperbolic Graph Attention Network for Cross-domain Named Entity Recognition.

Jingyun Xu, Yi Cai

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information.

Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa, Yi Cai

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Zero-TextCap: Zero-shot Framework for Text-based Image Captioning.

Dongsheng Xu, Wenye Zhao, Yi Cai, Qingbao Huang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Scene-text Oriented Visual Entailment: Task, Dataset and Solution.

Nan Li, Pijian Li, Dongsheng Xu, Wenye Zhao, Yi Cai, Qingbao Huang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Deconfounded Visual Question Generation with Causal Inference.

Jiali Chen, Zhenjun Guo, Jiayuan Xie, Yi Cai, Qing Li

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Curiosity Enhanced Bayesian Personalized Ranking for Recommender Systems.

Yaoming Deng, Qiqi Ding, Xin Wu, Yi Cai

Proceedings of the Neural Information Processing - 30th International Conference, 2023

CLEVR-Implicit: A Diagnostic Dataset for Implicit Reasoning in Referring Expression Comprehension.

Jingwei Zhang, Xin Wu, Yi Cai

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension.

Cantao Wu, Yi Cai, Liuwu Li, Jiexin Wang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Cross-Domain Named Entity Recognition from the Perspective of Representation.

Jingyun Xu, Yi Cai

Proceedings of the Database Systems for Advanced Applications, 2023

Improving Named Entity Recognition via Bridge-based Domain Adaptation.

Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline.

Haopeng Ren, Yushi Zeng, Yi Cai, Bihan Zhou, Zetao Lian

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Segment-Level and Category-Oriented Network for Knowledge-Based Referring Expression Comprehension.

Yuqi Bu, Xin Wu, Liuwu Li, Yi Cai, Qiong Liu, Qingbao Huang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging.

Li Yuan, Yi Cai, Jin Wang, Qing Li

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Category-Guided Visual Question Generation (Student Abstract).

Hongfei Liu, Jiali Chen, Wenhao Fang, Jiayuan Xie, Yi Cai

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Linking People across Text and Images Based on Social Relation Reasoning.

Yang Lei, Peizhi Zhao, Pijian Li, Yi Cai, Qingbao Huang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Suppressing Biased Samples for Robust VQA.

Ninglin Ouyang, Qingbao Huang, Pijian Li, Yi Cai, Bin Liu, Ho-fung Leung, Qing Li

IEEE Trans. Multim., 2022

Image Difference Captioning With Instance-Level Fine-Grained Feature Representation.

Qingbao Huang, Yu Liang, Jielong Wei, Yi Cai, Hanyu Liang, Ho-fung Leung, Qing Li

IEEE Trans. Multim., 2022

Knowledge-Based Visual Question Generation.

Jiayuan Xie, Wenhao Fang, Yi Cai, Qingbao Huang, Qing Li

IEEE Trans. Circuits Syst. Video Technol., 2022

Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions.

Jiayuan Xie, Ningxin Peng, Yi Cai, Tao Wang, Qingbao Huang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

SSAP: Storylines and Sentiment Aware Pre-Trained Model for Story Ending Generation.

Yongkang Liu, Qingbao Huang, Jing Li, Linzhang Mo, Yi Cai, Qing Li

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Task-Adaptive Feature Fusion for Generalized Few-Shot Relation Classification in an Open World Environment.

Xiaofeng Chen, Guohua Wang, Haopeng Ren, Yi Cai, Ho-fung Leung, Tao Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Aspect-Opinion Correlation Aware and Knowledge-Expansion Few Shot Cross-Domain Sentiment Classification.

Haopeng Ren, Yi Cai, Yushi Zeng, Jinghui Ye, Ho-fung Leung, Qing Li

IEEE Trans. Affect. Comput., 2022

Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline.

Feng Ge, Weizhao Li, Haopeng Ren, Yi Cai

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Mitigating Contradictions in Dialogue Based on Contrastive Learning.

Weizhao Li, Junsheng Kong, Ben Liao, Yi Cai

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract).

Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract).

Haopeng Ren, Yi Cai, Yushi Zeng

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract).

Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract).

Yuqi Bu, Jiayuan Xie, Liuwu Li, Qiong Liu, Yi Cai

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Diagnostic Prediction for Cervical Spondylotic Myelopathy Based on Multi-source Data in Electronic Medical Records.

Shuhao Zheng, Guoyan Liang, Junying Chen, Yongyu Ye, Yunbing Chang, Yi Cai, Shaowu Peng

Proceedings of the Web Information Systems and Applications, 2022

2021

Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning.

Changmeng Zheng, Zhiwei Wu, Tao Wang, Yi Cai, Qing Li

IEEE Trans. Multim., 2021

Enhancing Recommender Systems With a Stimulus-Evoked Curiosity Mechanism.

Ke Xu, Junwen Mo, Yi Cai, Huaqing Min

IEEE Trans. Knowl. Data Eng., 2021

A Multi-Agent Communication Based Model for Nested Named Entity Recognition.

Canguang Li, Guohua Wang, Jin Cao, Yi Cai

IEEE ACM Trans. Audio Speech Lang. Process., 2021

A Q-values Sharing Framework for Multi-agent Reinforcement Learning under Budget Constraint.

Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai

ACM Trans. Auton. Adapt. Syst., 2021

Unsupervised cross-domain named entity recognition using entity-aware adversarial training.

Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li

Neural Networks, 2021

A conversational model for eliciting new chatting topics in open-domain conversation.

Weizhao Li, Feng Ge, Yi Cai, Da Ren

Neural Networks, 2021

Candidate region aware nested named entity recognition.

Deng Jiang, Haopeng Ren, Yi Cai, Jingyun Xu, Yanxia Liu, Ho-fung Leung

Neural Networks, 2021

Topic-level knowledge sub-graphs for multi-turn dialogue generation.

Jing Li, Qingbao Huang, Yi Cai, Yongkang Liu, Mingyi Fu, Qing Li

Knowl. Based Syst., 2021

On entropy-based term weighting schemes for text categorization.

Tao Wang, Yi Cai, Ho-fung Leung, Raymond Y. K. Lau, Haoran Xie, Qing Li

Knowl. Inf. Syst., 2021

Exploring public mood toward commodity markets: a comparative study of user behavior on Sina Weibo and Twitter.

Wen-Hao Chen, Kin Keung Lai, Yi Cai

Internet Res., 2021

Incorporating sentimental trend into gated mechanism based transformer network for story ending generation.

Linzhang Mo, Jielong Wei, Qingbao Huang, Yi Cai, Qingguang Liu, Xingmao Zhang, Qing Li

Neurocomputing, 2021

Enhancing skill prediction through generalising Bayesian knowledge tracing.

Tak-Lam Wong, Di Zou, Gary Cheng, Jeff Kai Tai Tang, Yi Cai, Fu Lee Wang

Int. J. Mob. Learn. Organisation, 2021

Learning Large-scale Network Embedding from Representative Subgraph.

Junsheng Kong, Weizhao Li, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Jinhui Zhu, Shengyu Zhang

CoRR, 2021

Incorporating bidirectional interactive information and regional features for relational facts extraction.

Bingshan Zhu, Yang Yu, Mingying Zhang, Haopeng Ren, Canguang Li, Wenjian Hao, Lixi Wang, Yi Cai

AI Open, 2021

Multimodal Relation Extraction with Efficient Graph Alignment.

Changmeng Zheng, Junhao Feng, Ze Fu, Yi Cai, Qing Li, Tao Wang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Multiple Objects-Aware Visual Question Generation.

Jiayuan Xie, Yi Cai, Qingbao Huang, Tao Wang

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Scene Graph with 3D Information for Change Captioning.

Zeming Liao, Qingbao Huang, Yu Liang, Mingyi Fu, Yi Cai, Qing Li

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Bottom-Up and Bidirectional Alignment for Referring Expression Comprehension.

Liuwu Li, Yuqi Bu, Yi Cai

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts.

Changmeng Zheng, Zhiwei Wu, Junhao Feng, Ze Fu, Yi Cai

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Fast Extraction of Word Embedding from Q-contexts.

Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Sparse Biterm Topic Model for Short Texts.

Bingshan Zhu, Yi Cai, Huakui Zhang

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Comparison Question Generation Based on Potential Compared Attributes Extraction.

Jiayuan Xie, Wenhao Fang, Yi Cai, Zehang Lin

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

PARROT: An Adaptive Online Shopping Guidance System.

Da Ren, Yi Cai, Zhicheng Zhong, Zhiwei Wu, Zeting Li, Weizhao Li, Qing Li

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Standard-Oriented Standard Knowledge Graph Construction and Applications System.

Haopeng Ren, Yi Cai, Mingying Zhang, Wenjian Hao, Xin Wu

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Learning Refined Features for Open-World Text Classification.

Zeting Li, Yi Cai, Xingwei Tan, Guoqiang Han, Haopeng Ren, Xin Wu, Wen Li

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering.

Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

SardineDB: A Distributed Database on the Edge of the Network.

Min Dong, Haozhao Zhong, Boyu Sun, Sheng Bi, Yi Cai

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

Difficulty-Controllable Visual Question Generation.

Feng Chen, Jiayuan Xie, Yi Cai, Tao Wang, Qing Li

Proceedings of the Web and Big Data - 5th International Joint Conference, 2021

IgSEG: Image-guided Story Ending Generation.

Qingbao Huang, Chuan Huang, Linzhang Mo, Jielong Wei, Yi Cai, Ho-fung Leung, Qing Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract).

Yang Yu, Guohua Wang, Haopeng Ren, Yi Cai

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Double Phases Generation Network for Yes or No Question Generation (Student Abstract).

Jiayuan Xie, Feng Chen, Yi Cai, Zehang Lin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract).

Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Information Block Detection in Infographic Based on Spatial Proximity and Structural Similarity (Student Abstract).

Jie Lin, Xin Wu, Jianwei Lu, Yi Cai

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract).

Qiqi Ding, Yi Cai, Ke Xu, Huakui Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Combining weighted category-aware contextual information in convolutional neural networks for text classification.

Xin Wu, Yi Cai, Qing Li, Jingyun Xu, Ho-fung Leung

World Wide Web, 2020

Mining health knowledge graph for health risk prediction.

Xiaohui Tao, Thuan Pham, Ji Zhang, Jianming Yong, Wee Pheng Goh, Wenping Zhang, Yi Cai

World Wide Web, 2020

Special issue on Web information management and applications.

Yi Cai, Jianliang Xu

World Wide Web, 2020

Knowledge discovery and management on online social networks and media.

Xiaohui Tao, Haoran Xie, Yongrui (Louie) Qin, Xujuan Zhou, Yi Cai

Web Intell., 2020

A hybrid representation-based simile component extraction.

Da Ren, Pengfei Zhang, Qing Li, Xiaohui Tao, Junying Chen, Yi Cai

Neural Comput. Appl., 2020

Recurrent neural network with pooling operation and attention mechanism for sentiment analysis: A multi-task learning approach.

Yi Cai, Qingbao Huang, Zejun Lin, Jingyun Xu, Zhenhong Chen, Qing Li

Knowl. Based Syst., 2020

Incorporating context-relevant concepts into convolutional neural networks for short text classification.

Jingyun Xu, Yi Cai, Xin Wu, Xue Lei, Qingbao Huang, Ho-fung Leung, Qing Li

Neurocomputing, 2020

Improving aspect-based sentiment analysis via aligning aspect embedding.

Xingwei Tan, Yi Cai, Jingyun Xu, Ho-fung Leung, Wenhao Chen, Qing Li

Neurocomputing, 2020

A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint.

Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai

CoRR, 2020

Variable Convolution and Pooling Convolutional Neural Network for Text Sentiment Classification.

Min Dong, Yongfa Li, Xue Tang, Jingyun Xu, Sheng Bi, Yi Cai

IEEE Access, 2020

Multimodal Representation with Embedded Visual Guiding Objects for Named Entity Recognition in Social Media Posts.

Zhiwei Wu, Changmeng Zheng, Yi Cai, Junying Chen, Ho-fung Leung, Qing Li

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Task-oriented Domain-specific Meta-Embedding for Text Classification.

Xin Wu, Yi Cai, Kai Yang, Tao Wang, Qing Li

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process.

Junsheng Kong, Zhicheng Zhong, Yi Cai, Xin Wu, Da Ren

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Incorporating Concept Information into Term Weighting Schemes for Topic Models.

Huakui Zhang, Yi Cai, Bingshan Zhu, Changmeng Zheng, Kai Yang, Raymond Chi-Wing Wong, Qing Li

Proceedings of the Database Systems for Advanced Applications, 2020

Two-Level Convolutional Neural Network for Aspect Extraction.

Jialin Wu, Yi Cai, Qingbao Huang, Jingyun Xu, Raymond Chi-Wing Wong, Jian Chen

Proceedings of the Database Systems for Advanced Applications. DASFAA 2020 International Workshops, 2020

Incorporating Boundary and Category Feature for Nested Named Entity Recognition.

Jin Cao, Guohua Wang, Canguang Li, Haopeng Ren, Yi Cai, Raymond Chi-Wing Wong, Qing Li

Proceedings of the Database Systems for Advanced Applications, 2020

Controllable Abstractive Sentence Summarization with Guiding Entities.

Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li

Proceedings of the 28th International Conference on Computational Linguistics, 2020

A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification.

Haopeng Ren, Yi Cai, Xiaofeng Chen, Guohua Wang, Qing Li

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Learning by Reusing Previous Advice in Teacher-Student Paradigm.

Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

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

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Top K representative: a method to select representative samples based on K nearest neighbors.

Kai Yang, Yi Cai, Zhiwei Cai, Haoran Xie, Tak-Lam Wong, Wai Hong Chan

Int. J. Mach. Learn. Cybern., 2019

A hybrid model for opinion mining based on domain sentiment dictionary.

Yi Cai, Kai Yang, Dongping Huang, Zikai Zhou, Xue Lei, Haoran Xie, Tak-Lam Wong

Int. J. Mach. Learn. Cybern., 2019

ITWF: A framework to apply term weighting schemes in topic model.

Kai Yang, Yi Cai, Ho-fung Leung, Raymond Y. K. Lau, Qing Li

Neurocomputing, 2019

A multi-encoder neural conversation model.

Da Ren, Yi Cai, Xue Lei, Jingyun Xu, Qing Li, Ho-fung Leung

Neurocomputing, 2019

Special Issue of APWeb-WAIM 2018.

Yi Cai, Jianliang Xu, Qing Li

Data Sci. Eng., 2019

Temporal event searches based on event maps and relationships.

Yi Cai, Haoran Xie, Raymond Y. K. Lau, Qing Li, Tak-Lam Wong, Fu Lee Wang

Appl. Soft Comput., 2019

Combining Part-of-Speech Tags and Self-Attention Mechanism for Simile Recognition.

Pengfei Zhang, Yi Cai, Junying Chen, Wenhao Chen, Hengjie Song

IEEE Access, 2019

Solving Chinese Character Puzzles Based on Character Strokes.

Da Ren, Yi Cai, Weizhao Li, Ruihang Xia, Zilu Li, Qing Li

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Linguistic Feature Representation with Statistical Relational Learning for Readability Assessment.

Xinying Qiu, Dawei Lu, Yuming Shen, Yi Cai

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Deep Multi-task Learning with Cross Connected Layer for Slot Filling.

Junsheng Kong, Yi Cai, Da Ren, Zilu Li

Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Distant Supervised Relation Extraction Model with Two Denoising Strategies.

Zikai Zhou, Yi Cai, Jingyun Xu, Jiayuan Xie, Qing Li, Haoran Xie

Proceedings of the International Joint Conference on Neural Networks, 2019

A Boundary-aware Neural Model for Nested Named Entity Recognition.

Changmeng Zheng, Yi Cai, Jingyun Xu, Ho-fung Leung, Guandong Xu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Recognizing Conflict Opinions in Aspect-level Sentiment Classification with Dual Attention Networks.

Xingwei Tan, Yi Cai, Changxi Zhu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Weighted Word Embedding Model for Text Classification.

Haopeng Ren, ZeQuan Zeng, Yi Cai, Qing Du, Qing Li, Haoran Xie

Proceedings of the Database Systems for Advanced Applications, 2019

Incorporating Task-Oriented Representation in Text Classification.

Xue Lei, Yi Cai, Jingyun Xu, Da Ren, Qing Li, Ho-fung Leung

Proceedings of the Database Systems for Advanced Applications, 2019

Sentence-Level Readability Assessment for L2 Chinese Learning.

Dawei Lu, Xinying Qiu, Yi Cai

Proceedings of the Chinese Lexical Semantics - 20th Workshop, 2019

Detecting Basic Level Categories by Term Weighting and Feature Entropy.

Junze Li, Qing Du, Yi Cai, Jialin Wu, Da Ren

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2019

A Q-values Sharing Framework for Multiple Independent Q-learners.

Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Weighted N-grams CNN for Text Classification.

ZeQuan Zeng, Yi Cai, Fu Lee Wang, Haoran Xie, Junying Chen

Proceedings of the Information Retrieval Technology, 2019

Incorporating Context-Relevant Knowledge into Convolutional Neural Networks for Short Text Classification.

Jingyun Xu, Yi Cai

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks.

Ke Xu, Xushen Zheng, Yi Cai, Huaqing Min, Zhen Gao, Benjin Zhu, Haoran Xie, Tak-Lam Wong

Knowl. Based Syst., 2018

Exploring coherent topics by topic modeling with term weighting.

Ximing Li, Ang Zhang, Changchun Li, Jihong Ouyang, Yi Cai

Inf. Process. Manag., 2018

Leveraging Distrust Relations to Improve Bayesian Personalized Ranking.

Yangjun Xu, Ke Xu, Yi Cai, Huaqing Min

Inf., 2018

Improving Item Ranking by Leveraging Dual Roles Influence.

Ke Xu, Yangjun Xu, Huaqing Min, Yi Cai

IEEE Access, 2018

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

Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Assessment Framework of English Language Proficiency for Talent Seeking Platforms at Pearl River Delta Region.

Xiaojing Weng, Haoran Xie, Yi Cai

Proceedings of the Emerging Technologies for Education - Third International Symposium, 2018

Genetic Learning Particle Swarm Optimization with Diverse Selection.

Da Ren, Yi Cai, Han Huang

Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018

Top-N Trustee Recommendation with Binary User Trust Feedback.

Ke Xu, Yi Cai, Huaqing Min, Jieyu Chen

Proceedings of the Database Systems for Advanced Applications, 2018

Improving Short Text Modeling by Two-Level Attention Networks for Sentiment Classification.

Yulong Li, Yi Cai, Ho-fung Leung, Qing Li

Proceedings of the Database Systems for Advanced Applications, 2018

A Clustering Based Adaptive Sequence-to-Sequence Model for Dialogue Systems.

Da Ren, Yi Cai, Wai Hong Chan, Zongxi Li

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

Mining Heterogeneous Information Graph for Health Status Classification.

Thuan Pham, Xiaohui Tao, Ji Zhan, Jianming Yong, Wenping Zhang, Yi Cai

Proceedings of the 5th International Conference on Behavioral, 2018

2017

Integrating User Reviews and Ratings for Enhanced Personalized Searching.

Shuyue Hu, Yi Cai, Ho-fung Leung, Dongping Huang, Yang Yang

Int. J. Distance Educ. Technol., 2017

The dynamics of reinforcement social learning in networked cooperative multiagent systems.

Jianye Hao, Dongping Huang, Yi Cai, Ho-fung Leung

Eng. Appl. Artif. Intell., 2017

Combining Local and Global Features in Supervised Word Sense Disambiguation.

Xue Lei, Yi Cai, Qing Li, Haoran Xie, Ho-fung Leung, Fu Lee Wang

Proceedings of the Web Information Systems Engineering - WISE 2017, 2017

UIS-LDA: a user recommendation based on social connections and interests of users in uni-directional social networks.

Ke Xu, Yi Cai, Huaqing Min, Xushen Zheng, Haoran Xie, Tak-Lam Wong

Proceedings of the International Conference on Web Intelligence, 2017

A Text Clustering Algorithm to Detect Basic Level Categories in Texts.

Jingyun Xu, Yi Cai, Shuai Wang, Kai Yang, Qing Du, Jun Zhang, Li Yao, Jingjing Li

Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

WeiboFinder: A Topic-Based Chinese Word Finding and Learning System.

Wenhao Chen, Yi Cai, Kin Keung Lai, Li Yao, Jun Zhang, Jingjing Li, Xingdong Jia

Proceedings of the Advances in Web-Based Learning - ICWL 2017, 2017

Wikipedia Based Short Text Classification Method.

Junze Li, Yi Cai, Zhiwei Cai, Ho-fung Leung, Kai Yang

Proceedings of the Database Systems for Advanced Applications, 2017

Accelerating Convolutional Neural Networks Using Fine-Tuned Backpropagation Progress.

Yulong Li, Zhenhong Chen, Yi Cai, Dongping Huang, Qing Li

Proceedings of the Database Systems for Advanced Applications, 2017

An effective hybrid model for opinion mining and sentiment analysis.

Kai Yang, Yi Cai, Dongping Huang, Jingnan Li, Zikai Zhou, Xue Lei

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

A new samples selecting method based on K nearest neighbors.

Kai Yang, Yi Cai, Zhiwei Cai, Xingwei Tan, Haoran Xie, Tak-Lam Wong, Wai Hong Chan

Proceedings of the 2017 IEEE International Conference on Big Data and Smart Computing, 2017

2016

A topic-based sentiment analysis model to predict stock market price movement using Weibo mood.

Wenhao Chen, Yi Cai, Kin Keung Lai, Haoran Xie

Web Intell., 2016

Empirical analysis: stock market prediction via extreme learning machine.

Xiaodong Li, Haoran Xie, Ran Wang, Yi Cai, Jingjing Cao, Feng Wang, Huaqing Min, Xiaotie Deng

Neural Comput. Appl., 2016

Personalized search for social media via dominating verbal context.

Haoran Xie, Xiaodong Li, Tao Wang, Li Chen, Ke Li, Fu Lee Wang, Yi Cai, Qing Li, Huaqing Min

Neurocomputing, 2016

Folksonomy-based personalized search by hybrid user profiles in multiple levels.

Qing Du, Haoran Xie, Yi Cai, Ho-fung Leung, Qing Li, Huaqing Min, Fu Lee Wang

Neurocomputing, 2016

Context-aware ontologies generation with basic level concepts from collaborative tags.

Yi Cai, Wen-Hao Chen, Ho-fung Leung, Qing Li, Haoran Xie, Raymond Y. K. Lau, Huaqing Min, Fu Lee Wang

Neurocomputing, 2016

Improved Automatic Keyword Extraction Given More Semantic Knowledge.

Kai Yang, Zhenhong Chen, Yi Cai, Dongping Huang, Ho-fung Leung

Proceedings of the Database Systems for Advanced Applications, 2016

Generating Computational Taxonomy for Business Models of the Digital Economy.

Chao Wu, Yi Cai, Mei Zhao, Songping Huang, Yike Guo

Proceedings of the Database Systems for Advanced Applications, 2016

A Highly Effective Hybrid Model for Sentence Categorization.

Zhenhong Chen, Kai Yang, Yi Cai, Dongping Huang, Ho-fung Leung

Proceedings of the Database Systems for Advanced Applications, 2016

Weibo Mood Towards Stock Market.

Wen Hao Chen, Yi Cai, Kin Keung Lai

Proceedings of the Database Systems for Advanced Applications, 2016

Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation.

Kai Yang, Yi Cai, Zhenhong Chen, Ho-fung Leung, Raymond Y. K. Lau

Proceedings of the COLING 2016, 2016

2015

An opinion mining framework for Cantonese reviews.

Jian Chen, Dongping Huang, Shuyue Hu, Yu Liu, Yi Cai, Huaqing Min

J. Ambient Intell. Humaniz. Comput., 2015

Learning Context-Sensitive Domain Ontologies from Folksonomies: A Cognitively Motivated Method.

Raymond Y. K. Lau, J. Leon Zhao, Wenping Zhang, Yi Cai, Eric W. T. Ngai

INFORMS J. Comput., 2015

Exploring Reviews and Ratings on Reviews for Personalized Search.

Yang Yang, Shuyue Hu, Yi Cai, Qing Du, Ho-fung Leung, Raymond Y. K. Lau

Proceedings of the Current Developments in Web Based Learning, 2015

Entropy-Based Term Weighting Schemes for Text Categorization in VSM.

Tao Wang, Yi Cai, Ho-fung Leung, Zhiwei Cai, Huaqing Min

Proceedings of the 27th IEEE International Conference on Tools with Artificial Intelligence, 2015

Personalized User Value Model and Its Application.

Gang Yu, Zhiyan Wang, Yi Cai

Proceedings of the Database Systems for Advanced Applications, 2015

Integrating Opinion Leader and User Preference for Recommendation.

Dong Wu, Kai Yang, Tao Wang, Weiang Luo, Huaqing Min, Yi Cai

Proceedings of the Database Systems for Advanced Applications, 2015

A Collaborative Filtering Model for Personalized Retweeting Prediction.

Jun Li, Jiamin Qin, Tao Wang, Yi Cai, Huaqing Min

Proceedings of the Database Systems for Advanced Applications, 2015

Entity Relation Mining in Large-Scale Data.

Jingnan Li, Yi Cai, Qixuan Wang, Shuyue Hu, Tao Wang, Huaqing Min

Proceedings of the Database Systems for Advanced Applications, 2015

2014

Typicality-Based Collaborative Filtering Recommendation.

Yi Cai, Ho-fung Leung, Qing Li, Huaqing Min, Jie Tang, Juanzi Li

IEEE Trans. Knowl. Data Eng., 2014

Community-aware user profile enrichment in folksonomy.

Haoran Xie, Qing Li, Xudong Mao, Xiaodong Li, Yi Cai, Yanghui Rao

Neural Networks, 2014

Exploring personalized searches using tag-based user profiles and resource profiles in folksonomy.

Yi Cai, Qing Li, Haoran Xie, Huaqing Min

Neural Networks, 2014

Product aspect extraction supervised with online domain knowledge.

Tao Wang, Yi Cai, Ho-fung Leung, Raymond Y. K. Lau, Qing Li, Huaqing Min

Knowl. Based Syst., 2014

DSKmeans: A new kmeans-type approach to discriminative subspace clustering.

Xiaohui Huang, Yunming Ye, Huifeng Guo, Yi Cai, Haijun Zhang, Yan Li

Knowl. Based Syst., 2014

Tag-Group Based User Profiling for Personalized Search in Folksonomies.

Qing Du, Yu Liu, Dongping Huang, Haoran Xie, Yi Cai, Huaqing Min

IEICE Trans. Inf. Syst., 2014

Object typicality for effective Web of Things recommendations.

Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Chunping Li, Ho-fung Leung, Louis C. K. Ma

Decis. Support Syst., 2014

Mining Latent User Community for Tag-Based and Content-Based Search in Social Media.

Haoran Xie, Qing Li, Xudong Mao, Xiaodong Li, Yi Cai, Qianru Zheng

Comput. J., 2014

Networked Reinforcement Social Learning towards Coordination in Cooperative Multiagent Systems.

Jianye Hao, Dongping Huang, Yi Cai, Ho-fung Leung

Proceedings of the 26th IEEE International Conference on Tools with Artificial Intelligence, 2014

2013

An Adaptive Particle Swarm Optimization Algorithm for Distributed Search and Collective Cleanup in Complex Environment.

Yi Cai, Zhutian Chen, Jun Li, Qing Li, Huaqing Min

Int. J. Distributed Sens. Networks, 2013

A modified particle swarm optimization algorithm for distributed search and collective cleanup.

Jun Li, Zhutian Chen, Yu Liu, Yi Cai, Huaqing Min, Qing Li

Proceedings of the International Joint Conference on Awareness Science and Technology & Ubi-Media Computing, 2013

Exploring Set Recommendation from a Financial Perspective.

Yu Liu, Yi Cai, Shuyue Hu, Yifeng Shao, Tao Wang, Huaqing Min

Proceedings of the Advances in Conceptual Modeling, 2013

Latent Factor Model Based on Simple Singular Value Decomposition for Personalized Comment Recommendation.

Guangyi Zhang, Yu Liu, Junting Chen, Yi Cai, Huaqing Min

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

Explore Social Question and Answer System Based on Relationships in Social Network.

Qing Du, Qixuan Wang, Jiaying Cheng, Yi Cai, Tao Wang, Huaqing Min

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

Sentiment Analysis for Cantonese Opinion Mining.

Jian Chen, Yu Liu, Guangyi Zhang, Yi Cai, Tao Wang, Huaqing Min

Proceedings of the 2013 Fourth International Conference on Emerging Intelligent Data and Web Technologies, 2013

Product Feature Summarization by Incorporating Domain Information.

Tao Wang, Yi Cai, Guangyi Zhang, Yu Liu, Junting Chen, Huaqing Min

Proceedings of the Database Systems for Advanced Applications, 2013

Event Relationship Analysis for Temporal Event Search.

Yi Cai, Qing Li, Haoran Xie, Tao Wang, Huaqing Min

Proceedings of the Database Systems for Advanced Applications, 2013

Improving Particle Swarm Optimization Algorithm for Distributed Sensing and Search.

Yi Cai, Zhutian Chen, Huaqing Min

Proceedings of the Eighth International Conference on P2P, 2013

2012

Community-Aware Resource Profiling for Personalized Search in Folksonomy.

Haoran Xie, Qing Li, Yi Cai

J. Comput. Sci. Technol., 2012

Answering Typicality Query Based on Automatically Prototype Construction.

Yi Cai, Hong-Ke Zhao, Hao Han, Raymond Y. K. Lau, Ho-fung Leung, Huaqing Min

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Integrating Tags and Ratings Into User Profiling for Personalized Search in Collaborative Tagging Systems.

Yi Cai, Hao Han, Jian Chen, Yifeng Shao, Ho-fung Leung, Huaqing Min

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Semi-Supervised Text Mining For Dynamic Business Network Discovery.

Wenping Zhang, Yi Cai, Raymond Y. K. Lau, Stephen S. Y. Liao, Ron Chi-Wai Kwok

Proceedings of the 16th Pacific Asia Conference on Information Systems, 2012

Mining latent tag group based on tag dependency relation for recommendation in collaborative tagging systems.

Yu Liu, Yi Cai, Guangyi Zhang, Hong-Ke Zhao, Junting Chen, Huaqing Min

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Multi-prototype based semantic similarity of concepts in ontology.

Jian Chen, Yi Cai, Yu Liu, Jingkai Li, Xuemiao Xu, Huaqing Min

Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Improving Recommendation Based on Features' Co-occurrence Effects in Collaborative Tagging Systems.

Hao Han, Yi Cai, Yifeng Shao, Qing Li

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011

Formalizing object membership in fuzzy ontology with property importance and property priority.

Yi Cai, Ho-fung Leung

Proceedings of the FUZZ-IEEE 2011, 2011

Exploring Folksonomy and Cooking Procedures to Boost Cooking Recipe Recommendation.

Lijuan Yu, Qing Li, Haoran Xie, Yi Cai

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Generating ontologies with basic level concepts from folksonomies.

Wen-hao Chen, Yi Cai, Ho-fung Leung, Qing Li

Proceedings of the International Conference on Computational Science, 2010

Personalized Resource Search by Tag-Based User Profile and Resource Profile.

Yi Cai, Qing Li, Haoran Xie, Lijuan Yu

Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

Semantic Grounding of Hybridization for Tag Recommendation.

Yanan Jin, Ruixuan Li, Yi Cai, Qing Li, Ali Daud, Yuhua Li

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Context-Aware Basic Level Concepts Detection in Folksonomies.

Wen-hao Chen, Yi Cai, Ho-fung Leung, Qing Li

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

A Fuzzy Description Logic with Automatic Object Membership Measurement.

Yi Cai, Ho-fung Leung

Proceedings of the Knowledge Science, 2010

TyCo: Towards Typicality-based Collaborative Filtering Recommendation.

Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, Juanzi Li

Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

An Unsupervised Method of Exploring Ontologies from Folksonomies.

Wen-hao Chen, Yi Cai, Ho-fung Leung

Proceedings of the Prodeedings of the 2010 International Conference on Computational Science and Its Applications, 2010

Recommendation based on object typicality.

Yi Cai, Ho-fung Leung, Qing Li, Jie Tang, Juanzi Li

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Personalized search by tag-based user profile and resource profile in collaborative tagging systems.

Yi Cai, Qing Li

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2008

Formalizing Object Typicality in Context-Aware Ontology.

Yi Cai, Ho-fung Leung

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Multi-Prototype Concept and Object Typicality in Ontology.

Yi Cai, Ho-fung Leung, Ada Wai-Chee Fu

Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008

A Formal Model of Fuzzy Ontology with Property Hierarchy and Object Membership.

Yi Cai, Ho-fung Leung

Proceedings of the Conceptual Modeling, 2008