A Question-centric Multi-experts Contrastive Learning Framework for Improving the Accuracy and Interpretability of Deep Sequential Knowledge Tracing Models.

[BibT_eX]

[DOI]

Hengyuan Zhang

Zitao Liu

Chenming Shang

Dawei Li

Yong Jiang

ACM Trans. Knowl. Discov. Data, February, 2025

Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective.

[BibT_eX]

[DOI]

CoRR, January, 2025

Gaussian Combined Distance: A Generic Metric for Object Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2025

Balanced social media engagement and firm performance in consumer goods industry.

[BibT_eX]

[DOI]

Sheng Shu

Hengyuan Zhang

Ind. Manag. Data Syst., 2025

Predicting stomatal conductance of chili peppers using TPE-optimized LightGBM and SHAP feature analysis based on UAVs' hyperspectral, thermal infrared imagery, and meteorological data.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2025

Dual-branch fusion network with mutual learning for 12-lead electrocardiogram signal classification.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2025

BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Co3Gesture: Towards Coherent Concurrent Co-speech 3D Gesture Generation with Interactive Diffusion.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

The Survey of 2.5D Integrated Architecture: An EDA perspective.

[BibT_eX]

[DOI]

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

The Survey of Chiplet-based Integrated Architecture: An EDA perspective.

[BibT_eX]

[DOI]

CoRR, 2024

ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Contrastive Framework.

[BibT_eX]

[DOI]

CoRR, 2024

EVA: An Embodied World Model for Future Video Anticipation.

[BibT_eX]

[DOI]

CoRR, 2024

Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding Multimodal Deep Neural Networks: A Concept Selection View.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning.

[BibT_eX]

[DOI]

CoRR, 2024

A lightweight SelfONN model for general ECG classification with pretraining.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2024

Incremental Residual Concept Bottleneck Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Bridging the Gap: Deciphering Tabular Data Using Large Language Model.

[BibT_eX]

[DOI]

Hengyuan Zhang

Peng Chang

Zongcheng Ji

CoRR, 2023

MORGAT: A Model Based Knowledge-Informed Multi-omics Integration and Robust Graph Attention Network for Molecular Subtyping of Cancer.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

GATAEPR: A Graph Attention Autoencoder for Predicting Disease Progression Relationships in Cancer Patients: Predicting the Disease Progression in Cancer Patients.

[BibT_eX]

[DOI]

Hengyuan Zhang

Proceedings of the 15th International Conference on Bioinformatics and Biomedical Technology, 2023

Multi-level Contrastive Learning for Script-based Character Understanding.

[BibT_eX]

[DOI]

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

Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

Temporal-aware and multifaceted social contexts modeling for social recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

VGMF: Visual contents and geographical influence enhanced point-of-interest recommendation in location-based social network.

[BibT_eX]

[DOI]

Trans. Emerg. Telecommun. Technol., 2022

Multitasking Framework for Unsupervised Simple Definition Generation.

[BibT_eX]

[DOI]

CoRR, 2022

BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Fine-grained Contrastive Learning for Definition Generation.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Optimal Layout of Charging Stations based on Intelligent Traffic Flow Research and Data Analysis.

[BibT_eX]

[DOI]

Zhefan Chen

Hengyuan Zhang

Qianru Fan

Proceedings of the International Conference on Computers, 2022

Multitasking Framework for Unsupervised Simple Definition Generation.

[BibT_eX]

[DOI]

Cunliang Kong

Yun Chen