许斌｜清华大学｜学者主页

2026

Research and Application of Aerospace Equipment Fault Management Method Integrating Large Language Models and Knowledge Graphs

Xing-Yu Liu, Bin Xu, Song Gao, Lei Song, Hong-Fei Wang, Tao-Yi Lu

Proceedings of the 2026 3rd International Conference on Machine Learning and Intelligent Computing

2025

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

Wen-Yi Hong, Wenmeng Yu, Xia Gu, Guo Wang, G. Gan, Hao-Miao Tang, Jiale Cheng, Ji Qi, Junhui Ji, Li-Hang Pan, Shuaiqi Duan, Weihan Wang, Yan Wang, Yean Cheng, Ze-Hai He, Zhe Su, Zhen Yang, Ziyang Pan, Ao-Han Zeng, Baoxu Wang, Boyan Shi, Changyu Pang, Chenhui Zhang, Da Yin, Fan Yang, Guoqing Chen, Jiazheng Xu, Jia-Li Chen, Jing Chen, Jinhao Chen, Jing-Hao Lin, Jinjiang Wang, Junjie Chen, Leqi Lei, Letian Gong, Le-Yi Pan, Ming-Zhi Zhang, Qinkai Zheng, Sheng Yang, Shilong Zhong, Shi-Yu Huang, Shuyuan Zhao, Siyan Xue, Shangqing Tu, Shengbiao Meng, Tianshu Zhang, Tian-Yuan Luo, Tianxiang Hao, Wen-Kai Li, Wei Jia, Xinpeng Lyu, Xuancheng Huang, Yan-Ling Wang, Ya-Qi Xue, Yanfeng Wang, Yi-Fan An, Yifan Du, Yi Shi, Yiheng Huang, Yi-Lin Niu, Yuan Wang, Yuanchang Yue, Yuchen Li, Yu-Tao Zhang, Yuxuan Zhang, Zhanxiao Du, Zhen-Yu Hou, Zhao Xue, Zheng-Xiao Du, Zihan Wang, Peng Zhang, De‐Huan Liu, Bin Xu, Juan-Zi Li, Minlie Huang, Yu-Xiao Dong, Jie Tang

arXiv.org

精选作品

期刊论文

Research and Application of Aerospace Equipment Fault Management Method Integrating Large Language Models and Knowledge Graphs

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning

LLMAEL: Large Language Models are Good Context Augmenters for Entity Linking

StoryWriter: A Multi-Agent Framework for Long Story Generation

EduCraft: A System for Generating Pedagogical Lecture Scripts from Long-Context Multimodal Presentations

Constraint Back-translation Improves Complex Instruction Following of Large Language Models

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models

An Architectural Framework for Educational Knowledge Graphs (IEEE P2807.6): Ontology Design, Llm Integration, and Adaptive Learning Applications

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Exploring the Effectiveness of Student Behavior in Prerequisite Relation Discovery for Concepts

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction

GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation

知识图谱增强的科普文本分类模型

Syntactically Robust Training on Partially-Observed Data for Open Information Extraction

DiaKG: An Annotated Diabetes Dataset for Medical Knowledge Graph Construction

Improving Low resource Reading Comprehension via Cross lingual Transposition Rethinking

PatentMiner: Patent Vacancy Mining via Context-Enhanced and Knowledge-Guided Graph Attention

Image Enhanced Event Detection in News Articles

Improving Low-Resource Chinese Event Detection with Multi-task Learning

基础教育知识图谱赋能智慧教育

基于HowNet的语义表示学习

Monotonic alignments for summarization

Empirical study on character level neural network classifier for Chinese text

Leveraging Multi-head Attention Mechanism to Improve Event Detection

Un marco de interoperabilidad semántica basado en datos enlazados para bibliotecas digitales

A Linked Data-based Semantic Interoperability Framework for Digital Libraries

DRTE:面向基础教育的术语抽取方法

一种准确而高效的领域知识图谱构建方法

Main Point Generator: Summarizing with a Focus

Summary++: Summarizing Chinese News Articles with Attention

How do pronouns affect word embedding

Methodological Guidelines for Publishing Library Data as Linked Data

Definition Extraction with LSTM Recurrent Neural Networks

An Approach of Ontology Based Knowledge Base Construction for Chinese K12 Education

Recommending a Credible Web Service

Ontology Based Suggestion Distribution System

Measuring Credit of Web Service

Constructing City Ontology from Expert for Smart City Management

Guest editorial notes for selected papers from ICEBE 2011

Towards Multimodal Query in Web Service Search

Building Linked Open University Data: Tsinghua University Open Data as a Showcase

iWeb: A Service-Oriented Web Application Framework with Service Selection over QoS and Context

Towards efficiency of QoS-driven semantic web service composition for large-scale service-oriented systems

Efficient composition of semantic web services with end-to-end QoS optimization

An accumulated-QoS-first search approach for semantic web service composition

Compose Real Web Services with Context

The design and implementation of service process reconfiguration with end-to-end QoS constraints in SOA

Service data correlation modeling and its application in data-driven service composition

An efficient QoS-driven service compositon approach for large-scale service oriented systems

A QoS-Driven Approach for Semantic Service Composition

Web服务之间数据关联的建模与应用

Automatic Service Composition Based on Enhanced Service Dependency Graph

Automatic Service Composition Using AND/OR Graph

Semantic Web Services Discovery in P2P Environment

Inheritance-Aware Document-Driven Service Composition

Verification of Web Service Conversations Specified in WSCL

A Semantic Matchmaker for Ranking Web Services

Web Services Search Method Based on Domain

服务部署与发布绑定的基于P2P网络的Web服务发现机制

预印本

Personalized Learning Path Planning with Goal-Driven Learner State Modeling

KoLA: Carefully Benchmarking World Knowledge of Large Language Models

EDUKG: a Heterogeneous Sustainable K-12 Educational Knowledge Graph

ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction

A Multilingual Modeling Method for Span-Extraction Reading Comprehension

OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data

书籍章节

Constructing a Hybrid Automatic Q&A System Integrating Knowledge Graph and Information Retrieval Technologies

研究方向