沈俊｜上海大学｜学者主页

2026

An LLM-Empowered Graph-Structured Collaborative Inference Framework for Logical Reading Comprehension

Zhuo Zhao, Zhiwen Xie, Guang-You Zhou, Jun Shen, J. Huang

IEEE Transactions on Audio, Speech, and Language Processing

DOI

2026

Dual perspective hierarchical alignment network for joint multimodal aspect-based sentiment analysis

Juan Yang, Wanli Zou, Xu Du, Jun Shen

Neurocomputing

DOI

2026

Attributes enhanced representation learning with large language model for cold-start knowledge tracing

Ganfeng Yu, Zhuo Zhao, Guang-You Zhou, Zhiwen Xie, Jun Shen

Expert systems with applications

DOI

2026

Multi-Hop Knowledge Graph Reasoning with Pre-trained Models and Continuous Rule Guidance.

Wei-Dong Li, Zhi-Wei Ye, Si-Bei Chen, Zheng-Yun Zhou, Jing-Liang Chen, Jun Shen, Zhi Li

IEEE Transactions on Pattern Analysis and Machine Intelligence

DOI

2026

Multimodal aspect-based sentiment analysis enhanced with semantic-syntactic graph balancing and dynamic image selection

Juan Yang, Wanli Zou, Xu Du, Jun Shen

Knowledge-Based Systems

DOI

2026

Semi-Supervised Fake News Detection with Mixture of Experts

Zhenyu Yang, Chaoyu Yang, Wen-Feng Xu, Xiuxiu Hao, Huan Wang, Ge Zhang, Xiao-Xia Ma, Jun Shen

The Web Conference

DOI

2025

Deep-Learning-Empowered Detection of Large-Language-Model-Based Generative Content in Educational Tasks

Zhao Su, Jun Shen, Qingguo Zhou, Binbin Yong

Ieee Transactions On Learning Technologies，Vol. 18

DOI

2025

Graph attention based on contextual reasoning and emotion-shift awareness for emotion recognition in conversations

Juan Yang, Puling Wei, Xu Du, Jun Shen

Complex & Intelligent Systems

DOI

2025

EPCTS: Enhanced Prompt-Aware Cross-Prompt Essay Trait Scoring

Jiangsong Xu, Jian Liu, Ming-Wei Lin, Jiayi Lin, Shen-Bao Yu, Liang Zhao, Jun Shen

Neurocomputing

DOI

2025

HSEKT-GS: Hypergraph structure-enhanced for knowledge tracing with gumbel-softmax sampling

Yu-Fei Li, Ming-Jing Tang, Jun Shen, Shuai-Shuai Zu, Wei Gao

Knowledge-Based Systems

DOI

2025

AEFNet: An adaptive external attention-enhanced fusion network for multimodal emotion recognition

Jinhang Liu, Ziyuan Chen, Zhi-Wei Ye, Jun Shen, Bin Hu, Yong Luo, Ting Cai, Wen Zhou, Ji-Xin Zhang, Lingyu Yan

Alexandria Engineering Journal

DOI

2024

Improved Tibetan Word Vectors Models Based on Position Information Fusion

Hui Lv, Hao Lv, Liu Yang, Jun Shen, La Duo, Yan Li, Qing-Guo Zhou, Bin-Bin Yong

ACM Trans. Asian Low Resour. Lang. Inf. Process.

DOI

2024

LLM-Collab: a framework for enhancing task planning via chain-of-thought and multi-agent collaboration

Hong-Yu Cao, Rong Ma, Yanlong Zhai, Jun Shen

Applied Computing and Intelligence

DOI

2021

A new context-aware approach for automatic Chinese poetry generation

Tianqi Gao, Shan-Liang Zhu, Jing Liu, Jun Shen, Jia-Lie Shen, Shu-Guo Yang, Pengcheng Xiong

Knowledge-Based Systems

DOI

2014

Facilitating Social Collaboration in Mobile Cloud-Based Learning: A Teamwork as a Service (TaaS) Approach

Geng Sun, Jun Shen

Ieee Transactions On Learning Technologies，Vol. 7, No. 30

DOI

沈俊

精选作品

期刊论文

An LLM-Empowered Graph-Structured Collaborative Inference Framework for Logical Reading Comprehension

Dual perspective hierarchical alignment network for joint multimodal aspect-based sentiment analysis

Attributes enhanced representation learning with large language model for cold-start knowledge tracing

Multi-Hop Knowledge Graph Reasoning with Pre-trained Models and Continuous Rule Guidance.

Multimodal aspect-based sentiment analysis enhanced with semantic-syntactic graph balancing and dynamic image selection

Semi-Supervised Fake News Detection with Mixture of Experts

Deep-Learning-Empowered Detection of Large-Language-Model-Based Generative Content in Educational Tasks

Graph attention based on contextual reasoning and emotion-shift awareness for emotion recognition in conversations

EPCTS: Enhanced Prompt-Aware Cross-Prompt Essay Trait Scoring

HSEKT-GS: Hypergraph structure-enhanced for knowledge tracing with gumbel-softmax sampling

AEFNet: An adaptive external attention-enhanced fusion network for multimodal emotion recognition

Improved Tibetan Word Vectors Models Based on Position Information Fusion

LLM-Collab: a framework for enhancing task planning via chain-of-thought and multi-agent collaboration

A new context-aware approach for automatic Chinese poetry generation

Facilitating Social Collaboration in Mobile Cloud-Based Learning: A Teamwork as a Service (TaaS) Approach

研究方向