Zhongtian Sun

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 20

Top Topics

Short Text Classification

Latent Variable Models

Top Venues

Publications

Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
Deep Latent Variable Models for Semi-supervised Paraphrase Generation. CoRR (2023)
Chenghao Xiao, Zihuiwen Ye, G. Thomas Hudson, Zhongtian Sun, Phil Blunsom, Noura Al Moubayed
Can Text Encoders be Deceived by Length Attack? Tiny Papers @ ICLR (2023)
Zhongtian Sun, Alexandra I. Cristea, Pietro Lio, Jialin Yu
Adaptive Distance Message Passing From the Multi-Relational Edge View. Tiny Papers @ ICLR (2023)
Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jingyun Wang, Pietro Lio
MONEY: Ensemble learning for stock price movement prediction via a convolutional network with adversarial hypergraph model. AI Open 4 (2023)
Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation. AI Open 4 (2023)
Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jingyun Wang, Pietro Lio
A Rewiring Contrastive Patch PerformerMixer Framework for Graph Representation Learning. BigData (2023)
Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jialin Yu, Noura Al Moubayed, Lei Shi
Is Unimodal Bias Always Bad for Visual Question Answering? A Medical Domain Study with Dynamic Attention. Big Data (2022)
Zhongtian Sun, Anoushka Harit, Alexandra I. Cristea, Jialin Yu, Lei Shi, Noura Al Moubayed
Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification. IJCNN (2022)
Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations. CoRR (2022)
Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
INTERACTION: A Generative XAI Framework for Natural Language Inference Explanations. IJCNN (2022)
Jialin Yu, Alexandra I. Cristea, Anoushka Harit, Zhongtian Sun, Olanrewaju Tahir Aduragba, Lei Shi, Noura Al Moubayed
Efficient Uncertainty Quantification for Multilabel Text Classification. IJCNN (2022)
Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea, Lei Shi
A Brief Survey of Deep Learning Approaches for Learning Analytics on MOOCs. ITS (2021)
Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Craig D. Stewart, Filipe Dwan Pereira
MOOC Next Week Dropout Prediction: Weekly Assessing Time and Learning Patterns. ITS (2021)
Jialin Yu, Laila Alrajhi, Anoushka Harit, Zhongtian Sun, Alexandra I. Cristea, Lei Shi
Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums. ITS (2021)
Zhongtian Sun, Anoushka Harit, Jialin Yu, Alexandra I. Cristea, Noura Al Moubayed
A Generative Bayesian Graph Attention Network for Semi-Supervised Classification on Scarce Data. IJCNN (2021)
Yujie Lu, Yayu Kong, Zhongtian Sun, Ze Zhang, Tingwei Chen, Yue Hu
Current Interest Enhanced Graph Neural Networks for Session-based Recommendation. ICAC (2021)
Jialin Yu, Laila Alrajhi, Anoushka Harit, Zhongtian Sun, Alexandra I. Cristea, Lei Shi
Exploring Bayesian Deep Learning for Urgent Instructor Intervention Need in MOOC Forums. CoRR (2021)
Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Gautham Senthilnathan, Lei Shi, Craig D. Stewart
Is MOOC Learning Different for Dropouts? A Visually-Driven, Multi-granularity Explanatory ML Approach. CoRR (2020)
Ahmed Alamri, Zhongtian Sun, Alexandra I. Cristea, Gautham Senthilnathan, Lei Shi, Craig D. Stewart
Is MOOC Learning Different for Dropouts? A Visually-Driven, Multi-granularity Explanatory ML Approach. ITS (2020)
Jialin Yu, Olanrewaju Tahir Aduragba, Zhongtian Sun, Sue Black, Craig D. Stewart, Lei Shi, Alexandra I. Cristea
Temporal Sentiment Analysis of Learners: Public Versus Private Social Media Communication Channels in a Women-in-Tech Conversion Course. ICCSE (2020)