Yi Cai

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 159

Top Venues

AAAI

DASFAA Workshops

Neurocomputing

IEEE ACM Trans. Audio Speech Lang. Process.

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)
Jiexin Wang, Adam Jatowt, Yi Cai
Towards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models. CoRR (2024)
Pijian Li, Qingbao Huang, Zhigang Li, Yi Cai, Feng Shuang, Qing Li
Multi-Granularity Feature Fusion for Image-Guided Story Ending Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Liuwen Cao, Yi Cai, Jiexin Wang, Hongkui He, Hailin Huang
Beyond Code: Evaluate Thought Steps for Complex Code Generation. LREC/COLING (2024)
Junyue Song, Xin Wu, Yi Cai
Step Feasibility-Aware and Error-Correctable Entailment Tree Generation. LREC/COLING (2024)
Jianwei Lu, Guohua Wang, Yi Cai, Xin Wu
Towards Automated Infographic Authoring From Natural Language Statement With Multiple Proportional Facts. IEEE Trans. Multim. 26 (2024)
Jiayuan Xie, Zhiping Zhou, Zihan Wu, Xinting Zhang, Jiexin Wang, Yi Cai, Qing Li
Automated Defect Report Generation for Enhanced Industrial Quality Control. AAAI (2024)
Xin Wu, Yi Cai, Ho-fung Leung
Abstract-level Deductive Reasoning for Pre-trained Language Models. LREC/COLING (2024)
Bingshan Zhu, Yi Cai, Jiexin Wang
Graph-Based Multimodal Topic Modeling With Word Relations and Object Relations. IEEE Trans. Multim. 26 (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)
Wenhao Fang, Jiayuan Xie, Hongfei Liu, Jiali Chen, Yi Cai
Diverse Visual Question Generation Based on Multiple Objects Selection. ACM Trans. Multim. Comput. Commun. Appl. 20 (6) (2024)
Junhao Feng, Guohua Wang, Changmeng Zheng, Yi Cai, Ze Fu, Yaowei Wang, Xiao-Yong Wei, Qing Li
Towards Bridged Vision and Language: Learning Cross-Modal Knowledge Representation for Relation Extraction. IEEE Trans. Circuits Syst. Video Technol. 34 (1) (2024)
Linjian Li, Yi Cai, Xin Wu
Unsupervised Disentanglement Learning Model for Exemplar-Guided Paraphrase Generation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Li Yuan, Yi Cai, Haopeng Ren, Jiexin Wang
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation. LREC/COLING (2024)
Qingbao Huang, Pijian Li, Youji Huang, Feng Shuang, Yi Cai
Region-Focused Network for Dense Captioning. ACM Trans. Multim. Comput. Commun. Appl. 20 (6) (2024)
Hongfei Liu, Guohua Wang, Jiayuan Xie, Jiali Chen, Wenhao Fang, Yi Cai
Knowledge-Guided Cross-Topic Visual Question Generation. LREC/COLING (2024)
Jiayuan Xie, Yi Cai, Jiali Chen, Ruohang Xu, Jiexin Wang, Qing Li
Knowledge-Augmented Visual Question Answering With Natural Language Explanation. IEEE Trans. Image Process. 33 (2024)
Jiexin Wang, Xitong Luo, Liuwen Cao, Hongkui He, Hailin Huang, Jiayuan Xie, Adam Jatowt, Yi Cai
Is Your AI-Generated Code Really Safe? Evaluating Large Language Models on Secure Code Generation with CodeSecEval. CoRR (2024)
Li Yuan, Yi Cai, Haopeng Ren, Jiexin Wang
A Logical Pattern Memory Pre-trained Model for Entailment Tree Generation. CoRR (2024)
Peizhi Zhao, Shiyi Zheng, Wenye Zhao, Dongsheng Xu, Pijian Li, Yi Cai, Qingbao Huang
Rethinking Two-Stage Referring Expression Comprehension: A Novel Grounding and Segmentation Method Modulated by Point. AAAI (2024)
Haopeng Ren, Yushi Zeng, Yi Cai, Zhenqi Ye, Li Yuan, Pinli Zhu
Grounded Multimodal Procedural Entity Recognition for Procedural Documents: A New Dataset and Baseline. LREC/COLING (2024)
Jiexin Wang, Liuwen Cao, Xitong Luo, Zhiping Zhou, Jiayuan Xie, Adam Jatowt, Yi Cai
Enhancing Large Language Models for Secure Code Generation: A Dataset-driven Study on Vulnerability Mitigation. CoRR (2023)
Li Yuan, Yi Cai, Jin Wang, Qing Li
Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging. AAAI (2023)
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)
Haopeng Ren, Yushi Zeng, Yi Cai, Bihan Zhou, Zetao Lian
Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline. ACL (Findings) (2023)
Nan Li, Pijian Li, Dongsheng Xu, Wenye Zhao, Yi Cai, Qingbao Huang
Scene-text Oriented Visual Entailment: Task, Dataset and Solution. ACM Multimedia (2023)
Jiayuan Xie, Wenhao Fang, Qingbao Huang, Yi Cai, Tao Wang
Enhancing Paraphrase Question Generation With Prior Knowledge. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Yang Lei, Peizhi Zhao, Pijian Li, Yi Cai, Qingbao Huang
Linking People across Text and Images Based on Social Relation Reasoning. AAAI (2023)
Jingyun Xu, Yi Cai
Improving Cross-Domain Named Entity Recognition from the Perspective of Representation. DASFAA (4) (2023)
Qun Liu, Yi Cai, Junying Chen
MC-PDARTS: Multi-Cell Progressive Differentiable Architecture Search. SMC (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)
Jiayuan Xie, Jiali Chen, Wenhao Fang, Yi Cai, Qing Li
Visual question generation for explicit questioning purposes based on target objects. Neural Networks 167 (2023)
Yaoming Deng, Qiqi Ding, Xin Wu, Yi Cai
Curiosity Enhanced Bayesian Personalized Ranking for Recommender Systems. ICONIP (10) (2023)
Hongfei Liu, Jiali Chen, Wenhao Fang, Jiayuan Xie, Yi Cai
Category-Guided Visual Question Generation (Student Abstract). AAAI (2023)
Dongsheng Xu, Wenye Zhao, Yi Cai, Qingbao Huang
Zero-TextCap: Zero-shot Framework for Text-based Image Captioning. ACM Multimedia (2023)
Xing Zhang, Jingyun Xu, Yi Cai, Xingwei Tan, Changxi Zhu
Detecting Dependency-Related Sentiment Features for Aspect-Level Sentiment Classification. IEEE Trans. Affect. Comput. 14 (1) (2023)
Jiali Chen, Zhenjun Guo, Jiayuan Xie, Yi Cai, Qing Li
Deconfounded Visual Question Generation with Causal Inference. ACM Multimedia (2023)
Jiexin Wang, Adam Jatowt, Masatoshi Yoshikawa, Yi Cai
BiTimeBERT: Extending Pre-Trained Language Representations with Bi-Temporal Information. SIGIR (2023)
Feng Chen, Jiayuan Xie, Yi Cai, Zehang Lin, Qing Li, Tao Wang
Graph convolutional network for difficulty-controllable visual question generation. World Wide Web (WWW) 26 (6) (2023)
Yuqi Bu, Liuwu Li, Jiayuan Xie, Qiong Liu, Yi Cai, Qingbao Huang, Qing Li
Scene-Text Oriented Referring Expression Comprehension. IEEE Trans. Multim. 25 (2023)
Jingyun Xu, Changmeng Zheng, Yi Cai, Tat-Seng Chua
Improving Named Entity Recognition via Bridge-based Domain Adaptation. ACL (Findings) (2023)
Huakui Zhang, Yi Cai, Haopeng Ren, Qing Li
Multimodal Topic Modeling by Exploring Characteristics of Short Text Social Media. IEEE Trans. Multim. 25 (2023)
Jingwei Zhang, Xin Wu, Yi Cai
CLEVR-Implicit: A Diagnostic Dataset for Implicit Reasoning in Referring Expression Comprehension. EMNLP (2023)
Jie Lin, Yi Cai, Xin Wu, Jianwei Lu
Graph-Based Information Block Detection in Infographic With Gestalt Organization Principles. IEEE Trans. Vis. Comput. Graph. 29 (3) (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)
Yuqi Bu, Xin Wu, Liuwu Li, Yi Cai, Qiong Liu, Qingbao Huang
Segment-Level and Category-Oriented Network for Knowledge-Based Referring Expression Comprehension. ACL (Findings) (2023)
Dongsheng Xu, Qingbao Huang, Yi Cai
DEVICE: DEpth and VIsual ConcEpts Aware Transformer for TextCaps. CoRR (2023)
Cantao Wu, Yi Cai, Liuwu Li, Jiexin Wang
Scene Graph Enhanced Pseudo-Labeling for Referring Expression Comprehension. EMNLP (Findings) (2023)
Haopeng Ren, Zeting Li, Yi Cai, Xingwei Tan, Xin Wu
Learning refined features for open-world text classification with class description and commonsense knowledge. World Wide Web (WWW) 26 (2) (2023)
Jingyun Xu, Yi Cai
Decoupled Hyperbolic Graph Attention Network for Cross-domain Named Entity Recognition. SIGIR (2023)
Ze Fu, Changmeng Zheng, Junhao Feng, Yi Cai, Xiao-Yong Wei, Yaowei Wang, Qing Li
DRAKE: Deep Pair-Wise Relation Alignment for Knowledge-Enhanced Multimodal Scene Graph Generation in Social Media Posts. IEEE Trans. Circuits Syst. Video Technol. 33 (7) (2023)
Bingshan Zhu, Yi Cai, Haopeng Ren
Graph neural topic model with commonsense knowledge. Inf. Process. Manag. 60 (2) (2023)
Jiayuan Xie, Ningxin Peng, Yi Cai, Tao Wang, Qingbao Huang
Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Feng Ge, Weizhao Li, Haopeng Ren, Yi Cai
Towards Exploiting Sticker for Multimodal Sentiment Analysis in Social Media: A New Dataset and Baseline. COLING (2022)
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)
Yuqi Bu, Jiayuan Xie, Liuwu Li, Qiong Liu, Yi Cai
Bridging the Gap between Expression and Scene Text for Referring Expression Comprehension (Student Abstract). AAAI (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)
Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai
Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract). AAAI (2022)
Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract). AAAI (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)
Yongkang Liu, Qingbao Huang, Jing Li, Linzhang Mo, Yi Cai, Qing Li
SSAP: Storylines and Sentiment Aware Pre-Trained Model for Story Ending Generation. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Weizhao Li, Junsheng Kong, Ben Liao, Yi Cai
Mitigating Contradictions in Dialogue Based on Contrastive Learning. ACL (Findings) (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)
Jiayuan Xie, Wenhao Fang, Yi Cai, Qingbao Huang, Qing Li
Knowledge-Based Visual Question Generation. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Haopeng Ren, Yi Cai, Yushi Zeng
Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract). AAAI (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)
Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract). 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)
Jiayuan Xie, Yi Cai, Qingbao Huang, Tao Wang
Multiple Objects-Aware Visual Question Generation. ACM Multimedia (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)
Ke Xu, Junwen Mo, Yi Cai, Huaqing Min
Enhancing Recommender Systems With a Stimulus-Evoked Curiosity Mechanism. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Weizhao Li, Feng Ge, Yi Cai, Da Ren
A conversational model for eliciting new chatting topics in open-domain conversation. Neural Networks 144 (2021)
Tak-Lam Wong, Di Zou, Gary Cheng, Jeff Kai Tai Tang, Yi Cai, Fu Lee Wang
Enhancing skill prediction through generalising Bayesian knowledge tracing. Int. J. Mob. Learn. Organisation 15 (4) (2021)
Ze Fu, Changmeng Zheng, Yi Cai, Qing Li, Tao Wang
Learning Modality-Invariant Features by Cross-Modality Adversarial Network for Visual Question Answering. APWeb/WAIM (1) (2021)
Bingshan Zhu, Yang Yu, Mingying Zhang, Haopeng Ren, Canguang Li, Wenjian Hao, Lixi Wang, Yi Cai
Incorporating bidirectional interactive information and regional features for relational facts extraction. AI Open 2 (2021)
Changmeng Zheng, Zhiwei Wu, Junhao Feng, Ze Fu, Yi Cai
MNRE: A Challenge Multimodal Dataset for Neural Relation Extraction with Visual Evidence in Social Media Posts. ICME (2021)
Min Dong, Haozhao Zhong, Boyu Sun, Sheng Bi, Yi Cai
SardineDB: A Distributed Database on the Edge of the Network. APWeb/WAIM (2) (2021)
Da Ren, Yi Cai, Zhicheng Zhong, Zhiwei Wu, Zeting Li, Weizhao Li, Qing Li
PARROT: An Adaptive Online Shopping Guidance System. APWeb/WAIM (2) (2021)
Qiqi Ding, Yi Cai, Ke Xu, Huakui Zhang
Incorporating Curiosity into Personalized Ranking for Collaborative Filtering (Student Abstract). AAAI (2021)
Yang Yu, Guohua Wang, Haopeng Ren, Yi Cai
Incorporating Bidirection-Interactive Information and Semantic Features for Relational Facts Extraction (Student Abstract). AAAI (2021)
Feng Chen, Jiayuan Xie, Yi Cai, Tao Wang, Qing Li
Difficulty-Controllable Visual Question Generation. APWeb/WAIM (1) (2021)
Qi Peng, Changmeng Zheng, Yi Cai, Tao Wang, Haoran Xie, Qing Li
Unsupervised cross-domain named entity recognition using entity-aware adversarial training. Neural Networks 138 (2021)
Junsheng Kong, Weizhao Li, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Jinhui Zhu, Shengyu Zhang
Learning Large-scale Network Embedding from Representative Subgraph. CoRR (2021)
Canguang Li, Guohua Wang, Jin Cao, Yi Cai
A Multi-Agent Communication Based Model for Nested Named Entity Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 29 (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)
Haopeng Ren, Yi Cai, Mingying Zhang, Wenjian Hao, Xin Wu
Standard-Oriented Standard Knowledge Graph Construction and Applications System. APWeb/WAIM (2) (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)
Linzhang Mo, Jielong Wei, Qingbao Huang, Yi Cai, Qingguang Liu, Xingmao Zhang, Qing Li
Incorporating sentimental trend into gated mechanism based transformer network for story ending generation. Neurocomputing 453 (2021)
Changmeng Zheng, Zhiwei Wu, Tao Wang, Yi Cai, Qing Li
Object-Aware Multimodal Named Entity Recognition in Social Media Posts With Adversarial Learning. IEEE Trans. Multim. 23 (2021)
Jiayuan Xie, Feng Chen, Yi Cai, Zehang Lin
A Double Phases Generation Network for Yes or No Question Generation (Student Abstract). AAAI (2021)
Jing Li, Qingbao Huang, Yi Cai, Yongkang Liu, Mingyi Fu, Qing Li
Topic-level knowledge sub-graphs for multi-turn dialogue generation. Knowl. Based Syst. 234 (2021)
Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang
Fast Extraction of Word Embedding from Q-contexts. CIKM (2021)
Zeting Li, Yi Cai, Xingwei Tan, Guoqiang Han, Haopeng Ren, Xin Wu, Wen Li
Learning Refined Features for Open-World Text Classification. APWeb/WAIM (1) (2021)
Junsheng Kong, Weizhao Li, Zeyi Liu, Ben Liao, Jiezhong Qiu, Chang-Yu Hsieh, Yi Cai, Shengyu Zhang
Fast Extraction of Word Embedding from Q-contexts. CoRR (2021)
Bingshan Zhu, Yi Cai, Huakui Zhang
Sparse Biterm Topic Model for Short Texts. APWeb/WAIM (1) (2021)
Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu
Learning by Reusing Previous Advice in Teacher-Student Paradigm. AAMAS (2020)
Da Ren, Pengfei Zhang, Qing Li, Xiaohui Tao, Junying Chen, Yi Cai
A hybrid representation-based simile component extraction. Neural Comput. Appl. 32 (18) (2020)
Yi Cai, Qingbao Huang, Zejun Lin, Jingyun Xu, Zhenhong Chen, Qing Li
Recurrent neural network with pooling operation and attention mechanism for sentiment analysis: A multi-task learning approach. Knowl. Based Syst. 203 (2020)
Xiaohui Tao, Haoran Xie, Yongrui (Louie) Qin, Xujuan Zhou, Yi Cai
Knowledge discovery and management on online social networks and media. Web Intell. 18 (3) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yi Cai