魏晓｜上海大学｜学者主页

2026

DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation

Xing-Zhang-Tong-Jie Wei, Chang-Meng Zheng, Xiao Wei, Xiu-Fu Ye, Qing Li

2026

Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning

Da-Yong Liang, Kai-Song Gong, Yi Cai, Chang-Meng Zheng, Xiao Wei

arXiv.org

DOI

2025

Interactive Video Search with Multi-modal LLM Video Captioning

Yu-Tong Cheng, Jia-Xin Wu, Zhixin Ma, Jiangshan He, Xiao Wei, C. Ngo

Conference on Multimedia Modeling

DOI

2025

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning

Da-Yong Liang, Chang-Meng Zheng, Zhiyuan Wen, Yi Cai, Xiao Wei, Qing Li

arXiv.org

DOI

2025

A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

Liang-bo Ning, Ziran Liang, Zhuo-Hang Jiang, Hao-Hao Qu, Yujuan Ding, Wenqi Fan, Xiao Wei, Shan-Ru Lin, Hui Liu, Philip S. Yu, Qing Li

Knowledge Discovery and Data Mining

DOI

2025

Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval

Jiaxin Wu, Xiao Wei, Qing Li

International Conference on Multimedia Retrieval

DOI

2025

F3KDH: Fine-Grained Feature Fusion Knowledge Distillation Hashing for Cross-Modal Retrieval

Liang-Liang Su, Yubin Liu, Li Gao, Xiao Wei, Ya-Long Yang

International Conference on Parallel and Distributed Systems

DOI

2025

Mixed Information Bottleneck for Location Metonymy Resolution Using Pre-trained Language Models

Hao Wang, Tang Li, Siyuan Du, Xiao Wei

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2025

CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs

Qi Ming Xu, Qian Liu, Hao Fei, Hang Yu, Shuhao Guan, Xiao Wei

DOI

2024

PolySmart and VIREO @ TRECVid 2024 Ad-hoc Video Search

Jiaxin Wu, C. Ngo, Xiao Wei, Qing Li

arXiv.org

DOI

2024

PolySmart @ TRECVid 2024 Medical Video Question Answering

Jiaxin Wu, Yi-Yang Jiang, Xiao Wei, Qing Li

arXiv.org

DOI

2024

PolySmart @ TRECVid 2024 Video Captioning (VTT)

Jiaxin Wu, Wengyu Zhang, Xiao Wei, Qing Li

2024

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning

Chang-Meng Zheng, Da-Yong Liang, Wengyu Zhang, Xiao Wei, T. Chua, Qing Li

ACM Multimedia

DOI

2024

Knowledge Pyramid Construction for Multi-level Retrieval-Augmented Generation

Rubing Chen, Xulu Zhang, Jiaxin Wu, Wenqi Fan, Xiao Wei, Qing Li

lCWL/SETE

DOI

2024

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

Junhao Feng, Guohua Wang, Chang-Meng Zheng, Yi Cai, Ze Fu, Yao-Wei Wang, Xiao Wei, Qing Li

IEEE transactions on circuits and systems for video technology (Print)

DOI

2024

RobustLayoutLM: Leveraging Optimized Layout with Additional Modalities for Improved Document Understanding

Bo-Wen Wang, Xiao Wei

IEEE International Conference on Systems, Man and Cybernetics

DOI

2024

CA-GNN: A Competence-Aware Graph Neural Network for Semi-Supervised Learning on Streaming Data

Hang Yu, Jiahao Wen, Yiping Sun, Xiao Wei, Jie Lu B

IEEE Transactions on Cybernetics

DOI

2024

HD-LJP: A Hierarchical Dependency-based Legal Judgment Prediction Framework for Multi-task Learning

Yunong Zhang, Xiao Wei, Hang Yu

Knowledge-Based Systems

DOI

2024

WLEDD: Legal judgment prediction with legal feature word subgraph label-embedding and dual-knowledge distillation

Xiao Wei, Yidian Lin

Journal of Intelligent & Fuzzy Systems

DOI

2024

Dialogue Generation Model with Hierarchical Encoding and Semantic Segmentation of Dialogue Context

Xiao Wei, Yidian Lin, Qitao Hu

International Journal of Software Engineering and Knowledge Engineering

DOI

2023

Topic and Speaker-aware Hierarchical Encoder-Decoder Model for Dialogue Generation

Qitao Hu, Xiao Wei

Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering

DOI

2023

ReGRL: An Informative Graph Representation via Hierarchical Recursive Learning for Legal Case Recommendation

Xueyuan Chen, Xiao Wei, Hang Yu, Xiangfeng Luo

DOI

2023

Multi-Label Text Classification Model Based on Multi-Level Constraint Augmentation and Label Association Attention

Xiao Wei, Jianbao Huang, Rui Zhao, Hang Yu, Zheng Liang Xu

ACM Transactions on Asian and Low-Resource Language Information Processing

DOI

2023

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction

Xiao Wei, Jianbao Huang, Hang Yu, Qian Liu

DOI

2023

Dealing with Over-Reliance on Background Graph for Few-Shot Knowledge Graph Completion

Ruiyin Yang, Xiao Wei

Lecture notes in computer science

DOI

2022

基于自然语言处理的材料领域知识图谱构建方法

魏晓，王晓鑫，陈永琪，张惠然

《上海大学学报(自然科学版)》

2022

Joint semantic embedding with structural knowledge and entity description for knowledge representation learning

Xiao Wei, Yunong Zhang, Hao Wang

Neural Computing and Applications

DOI

2022

Manifold clustering optimized by adaptive aggregation strategy

Yunong Zhang, Xiao Wei, Chunzhong Li

Knowledge and Information Systems

DOI

2022

Joint Extraction of Long‐Distance Entity Relation by Aggregating Local‐ and Semantic‐Dependent Features

Xiao Wei, Yongqi Chen

Wireless Communications and Mobile Computing

DOI

2022

Joint Event Relation Identification Based on Multiscale Convolutional Neural Network and Sharing Strategy

Yi Zhang, Wanhua Cao, Yuanbin Wang, Juntao Liu, Yongqi Chen, Xiao Wei

Wireless Communications and Mobile Computing

DOI

2021

Hierarchical Multi-label Text Classification: Self-adaption Semantic Awareness Network Integrating Text Topic and Label Level Information

Rui Zhao, Xiao Wei, Cong Ding, Yongqi Chen

Lecture notes in computer science

DOI

2021

Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion

Cong Ding, Xiao Wei, Yongqi Chen, Rui Zhao

Lecture notes in computer science

DOI

2020

How to Interact and Change? Abstractive Dialogue Summarization with Dialogue Act Weight and Topic Change Info

Jiasheng Di, Xiao Wei, Zhenyu Zhang

Lecture notes in computer science

DOI

2018

Emojis Sentiment Analysis Based on Big Social Media Data

Dongdong Li, Xiangfeng Luo, Xiao Wei, Ruirong Xue

Advances in intelligent systems and computing

DOI

2017

Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space

Xiao Wei, Daniel Dajun Zeng, Xiangfeng Luo

Future Generation Computer Systems

DOI

2015

Online Comment-Based Hotel Quality Automatic Assessment Using Improved Fuzzy Comprehensive Evaluation and Fuzzy Cognitive Map

Xiao Wei, Xiangfeng Luo, Qing Li, Jun Zhang, Zheng Xu

IEEE Transactions on Fuzzy Systems

DOI

2014

Measuring Algebraic Complexity of Text Understanding Based on Human Concept Learning

Xiangfeng Luo, Jun Zhang, Qing Li, Xiao Wei, Lei Lu

IEEE Transactions on Human-Machine Systems

DOI

2014

ExNa: An Efficient Search Pattern for Search Engines

Xiao Wei, Xiangfeng Luo, Qing Li, Jun Zhang

Lecture notes in computer science

DOI

2014

Automatically Learning and Specifying Association Relations between Words

Jun Zhang, Qing Li, Xiangfeng Luo, Xiao Wei

Lecture notes in computer science

DOI

2013

Investigating the Impact Factors for Event Detection Using Web Search Engines

Zheng Xu, Xiangfeng Luo, Xiao Wei, Lin Mei

IEEE International Conference on Computational Science and Engineering (CSE)

DOI

2013

Mining temporal explicit and implicit semantic relations between entities using web search engines

Zheng Xu, Xiangfeng Luo, Shunxiang Zhang, Xiao Wei, Lin Mei, Chuanping Hu

Future Generation Computer Systems

DOI

2013

A multi-level text representation model within background knowledge based on human cognitive process

Jun Zhang, Qing Li, Xiangfeng Luo, Xiao Wei

IEEE International Conference on Cognitive Informatics and Cognitive Computing

DOI

2013

Improving the Compression Efficiency for News Web Service Using Semantic Relations Among Webpages

Xiao Wei, Xiangfeng Luo, Qing Li

International Journal of Cognitive Informatics and Natural Intelligence

DOI

2013

KNOWLE: Searching News in the Search Pattern of Knowledge Flow

Xiao Wei, Xiangfeng Luo, Qing Li, Jun Zhang

Lecture notes in computer science

DOI

2012

Automatic Facet Extraction Based on Multidimensional Semantic Index

Xiao Wei, Xiangfeng Luo, Qing Li

International Conference on Semantics, Knowledge and Grids (SKG)

DOI

2010

Concept Extraction based on Association Linked Network

Xiao Wei, Xiangfeng Luo

International Conference on Semantics, Knowledge and Grids (SKG)

DOI

2009

Game-based learning model using fuzzy cognitive map

Xiangfeng Luo, Xiao Wei, Jun Zhang

DOI

精选作品

期刊论文

DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation

Mixture of Debaters: Learn to Debate at Architectural Level in Multi-Agent Reasoning

Interactive Video Search with Multi-modal LLM Video Captioning

Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning

A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

Adaptive Multi-Agent Reasoning for Text-to-Video Retrieval

F3KDH: Fine-Grained Feature Fusion Knowledge Distillation Hashing for Cross-Modal Retrieval

Mixed Information Bottleneck for Location Metonymy Resolution Using Pre-trained Language Models

CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs

PolySmart and VIREO @ TRECVid 2024 Ad-hoc Video Search

PolySmart @ TRECVid 2024 Medical Video Question Answering

PolySmart @ TRECVid 2024 Video Captioning (VTT)

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning

Knowledge Pyramid Construction for Multi-level Retrieval-Augmented Generation

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

RobustLayoutLM: Leveraging Optimized Layout with Additional Modalities for Improved Document Understanding

CA-GNN: A Competence-Aware Graph Neural Network for Semi-Supervised Learning on Streaming Data

HD-LJP: A Hierarchical Dependency-based Legal Judgment Prediction Framework for Multi-task Learning

WLEDD: Legal judgment prediction with legal feature word subgraph label-embedding and dual-knowledge distillation

Dialogue Generation Model with Hierarchical Encoding and Semantic Segmentation of Dialogue Context

Topic and Speaker-aware Hierarchical Encoder-Decoder Model for Dialogue Generation

ReGRL: An Informative Graph Representation via Hierarchical Recursive Learning for Legal Case Recommendation

Multi-Label Text Classification Model Based on Multi-Level Constraint Augmentation and Label Association Attention

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction

Dealing with Over-Reliance on Background Graph for Few-Shot Knowledge Graph Completion

基于自然语言处理的材料领域知识图谱构建方法

Joint semantic embedding with structural knowledge and entity description for knowledge representation learning

Manifold clustering optimized by adaptive aggregation strategy

Joint Extraction of Long‐Distance Entity Relation by Aggregating Local‐ and Semantic‐Dependent Features

Joint Event Relation Identification Based on Multiscale Convolutional Neural Network and Sharing Strategy

Hierarchical Multi-label Text Classification: Self-adaption Semantic Awareness Network Integrating Text Topic and Label Level Information

Graph Attention Mechanism with Cardinality Preservation for Knowledge Graph Completion

How to Interact and Change? Abstractive Dialogue Summarization with Dialogue Act Weight and Topic Change Info

Emojis Sentiment Analysis Based on Big Social Media Data

Concept evolution analysis based on the Dissipative Structure of Concept Semantic Space

Online Comment-Based Hotel Quality Automatic Assessment Using Improved Fuzzy Comprehensive Evaluation and Fuzzy Cognitive Map

Measuring Algebraic Complexity of Text Understanding Based on Human Concept Learning

ExNa: An Efficient Search Pattern for Search Engines

Automatically Learning and Specifying Association Relations between Words

Investigating the Impact Factors for Event Detection Using Web Search Engines

Mining temporal explicit and implicit semantic relations between entities using web search engines

A multi-level text representation model within background knowledge based on human cognitive process

Improving the Compression Efficiency for News Web Service Using Semantic Relations Among Webpages

KNOWLE: Searching News in the Search Pattern of Knowledge Flow

Automatic Facet Extraction Based on Multidimensional Semantic Index

Concept Extraction based on Association Linked Network

Game-based learning model using fuzzy cognitive map

预印本

LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection

Breaking Data Efficiency Dilemma: A Federated and Augmented Learning Framework For Alzheimer's Disease Detection via Speech

Gated Multi-Graph Fusion via Graph Attention Networks for Alzheimer's Disease Detection

Monaural Continuous-Radius Regional Speech Extraction with Cross-Radius Consistency Learning

Integration of Old and New Knowledge for Generalized Intent Discovery: A Consistency-driven Prototype-Prompting Framework

A High Fidelity and Low Complexity Neural Audio Coding

书籍章节

Search Pattern: Classifying Search Engines from a New Perspective

研究方向