蒋卓人｜浙江大学公共管理学院｜学者主页

2026

A multi-agent framework with legal event logic graph for multi-defendant legal judgment prediction

Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Chengyuan Liu, Jun Lin, Ji Zhang, Kun Kuang, Xiaozhong Liu

Information Processing & Management，Vol. 63, No. 1

DOI

2026

基于大语言模型自学习推理增强的仇恨言论检测方法

袁伟康，张予捷，包易云，蒋卓人

《数据分析与知识发现》，Vol. 10, No. 5

下载原文

2026

From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams

Tong Zhang, Yang Wu, Yu-Fei Shi, Ru-Jing Yao, Zhuoren Jiang, Xiao-Zhong Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2026

RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models

Tianqianjin Lin, Xi Zhao, Xingyao Zhang, Rujiao Long, Yi Xu, Zhuoren Jiang, Wenbo Su, Bo Zheng

DOI

2026

Toward better pragmatic tagging of peer review: Enhancing benchmark datasets via human-in-the-loop multi-agent collaboration

Guoxiu He, Tiancheng Su, Meicong Zhang, Jia Yuan, Zhuoren Jiang, Li Ma, Bo Xiao, Xiaomin Zhu

Information Processing & Management

DOI

2026

Conflict-aware multimodal multilingual meeting summarization via causal compression and weakly-supervised pre-training

Jingyuan Liu, Yihao Chen, Zhuoren Jiang, Chao Yang

Expert Systems with Applications

DOI

2026

Unpacking the predictive power of peer review under scientific disruption: Evidence from AI research

Yujie Zhang, Yan Jiang, Pengwei Yan, Pengwei Yan, Zhuoren Jiang, Chenxi Lin, Guoxiu He, Xiaozhong Liu

Journal of Informetrics

DOI

2026

AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys

Chenxi Lin, Weikang Yuan, Zhuoren Jiang, Biao Huang, Ruitao Zhang, Jin Ge, Yueqian Xu, Jinhua Yu

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation

Weikang Yuan, Kaisong Song, Zhuoren Jiang, Junjie Cao, Yujie Zhang, Jun Pin Lin, Kun Kuang, Ji Zhang, Xiaozhong Liu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2026

SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation

Chenxi Lin, Zhuoren Jiang, Kaisong Song, Yiquan Wu

Annual Meeting of the Association for Computational Linguistics (ACL)

DOI

2025

Mapping science and revealing disciplinary communication modalities via pre-trained graph neural networks

Yujie Zhang, Guoxiu He, Zhuoren Jiang

Journal Of Informetrics，Vol. 190, No. 4

DOI

2025

Expert-level policy style measurement via knowledge distillation with large language model collaboration

Yujie Zhang, Biao Huang, Weikang Yuan, Zhuoren Jiang, Longsheng Peng, Shuai Chen, Jie-Sheng Tan-Soo

Information Processing & Management，Vol. 62, No. 4

DOI

2025

Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning

Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Kun Kuang, Changlong Sun, Cui Huang, Xiaozhong Liu

Expert Systems With Applications，Vol. 266

DOI

2025

Insights into the impact of visual and textual information on investment decision-making: A multimodal business plan analysis via deep representation learning

Weikang Yuan, Tianqianjin Lin, Zhuoren Jiang, Song Wang

Expert Systems With Applications，Vol. 296

DOI

2025

异构图挖掘与智能社会：方法、应用及前沿

蒋卓人

《上海交通大学出版社》

2025

Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs

Yang Wu, Ru-Jing Yao, Tong Zhang, Yu-Fei Shi, Zhuoren Jiang, Zhushan Li, Xiao-Zhong Liu

arXiv.org

DOI

2025

Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph

Tianqianjin Lin, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Xurui Li, Hongsong Li, Jiawei Liu, Changlong Sun, Cui Huang, Xiao-Zhong Liu

Knowledge-Based Systems

DOI

2025

Simulating social perception with large language models: perceptions of China’s common prosperity

Zhuoren Jiang, Biao Huang, Jin Ge, Chenxi Lin, Yueqian Xu, Jianxing Yu

Journal of Chinese Governance

DOI

2025

Demystifying perception and decision-making in peer review: a semantic perspective

Yujie Zhang, Weikang Yuan, Zhuoren Jiang

Information Research

DOI

2024

Towards human-like perception: Learning structural causal model in heterogeneous graph

Tianqianjin Lin, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Weikang Yuan, Xurui Li, Changlong Sun, Cui Huang, Xiaozhong Liu

Information Processing & Management，Vol. 61, No. 2

DOI

2024

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration

Weikang Yuan, Junjie Cao, Zhuoren Jiang, Yangyang Kang, Jun Lin, Kaisong Song, Tianqianjin Lin, Pengwei Yan, Changlong Sun, Xiaozhong Liu

DOI

2024

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction

Pengwei Yan, Yangyang Kang, Zhuoren Jiang, Kaisong Song, Tianqianjin Lin, Changlong Sun, Xiao-Zhong Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2024

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model

Tianqianjin Lin, Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Jun Lin, Weikang Yuan, Junjie Cao, Changlong Sun, Xiao-Zhong Liu

arXiv.org

DOI

2024

Social Risks in the Era of Generative AI

Xiao-Zhong Liu, Yurui Lin, Zhuoren Jiang, Qunfang Wu

Proceedings of the Association for Information Science and Technology

DOI

2024

Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure

Pengwei Yan, Guo Yu, Zhuoren Jiang, Tianqianjin Lin, Weikang Yuan, Xiao-Zhong Liu

iConference

DOI

2024

Evolving Knowledge Distillation with Large Language Models and Active Learning

Chengyuan Liu, Fubang Zhao, Kun Kuang, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Fei Wu

International Conference on Language Resources and Evaluation

DOI

2024

Recurrent Alignment with Hard Attention for Hierarchical Text Rating

Chenxi Lin, Jiayu Ren, Guoxiu He, Zhuoren Jiang, Haiyang Yu, Xiaomin Zhu

Conference on Empirical Methods in Natural Language Processing

DOI

2023

H2CGL: Modeling dynamics of citation network for impact prediction

Guoxiu He, Zhikai Xue, Zhuoren Jiang, Yangyang Kang, Star Zhao, Wei Lu

Information Processing & Management，Vol. 60, No. 6

DOI

2023

COVID-19: a disruptive impact on the knowledge support of references

Yujie Zhang, Hongzhen Li, Jingyi Mao, Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yufeng Duan

Scientometrics，Vol. 1280, No. 8

DOI

2023

Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating

Zhikai Xue, Guoxiu He, Jiawei Liu, Zhuoren Jiang, Star Zhao, Wei Lu

Information Processing & Management，Vol. 60, No. 2

DOI

2023

Deep representation learning of scientific paper reveals its potential scholarly impact

Zhuoren Jiang, Tianqianjin Lin, Cui Huang

Journal Of Informetrics，Vol. 170, No. 1

DOI

2023

基于可解释图神经网络模型的社交媒体谣言识别研究

汪子航，言鹏韦，蒋卓人

《情报学报》，Vol. 42, No. 11

下载原文

2023

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery

Pengwei Yan, Kaisong Song, Zhuoren Jiang, Yangyang Kang, Tianqianjin Lin, Changlong Sun, Xiao-Zhong Liu

AAAI Conference on Artificial Intelligence

DOI

2023

Human-centred design on crowdsourcing annotation towards improving active learning model performance

Jing Dong, Yangyang Kang, Jiawei Liu, Changlong Sun, Shu Fan, Huchong Jin, Dan Wu, Zhuoren Jiang, Xi Niu, Xiao-Zhong Liu

Journal of information science

DOI

2023

Investigating Academic Graph‐Based Factors behind Funding Success in National Institutes of Health

Tianqianjin Lin, Qian Wang, Zhuoren Jiang, Weikang Yuan, Cui Huang, Patricia L. Mabry, Xiao-Zhong Liu

DOI

2023

EduNER: a Chinese named entity recognition dataset for education research

Xu Li, Cheng-Kun Wei, Zhuoren Jiang, Wenlong Meng, F. Ouyang, Zi-Hui Zhang, Wenzhi Chen

Neural computing & applications (Print)

DOI

2023

Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement

Zhikai Xue, Guoxiu He, Zhuoren Jiang, Si-Chen Gu, Yangyang Kang, Star Zhao, Wei Lu

International Conference on Information and Knowledge Management

DOI

2021

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning

Fubang Zhao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiao-Zhong Liu

Findings

DOI

2021

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis

Jiawei Liu, Kaisong Song, Yangyang Kang, Guoxiu He, Zhuoren Jiang, Changlong Sun, Wei Lu, Xiao-Zhong Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2021

Formula Citation Graph Based Mathematical Information Retrieval

Ke Yuan, Liangcai Gao, Zhuoren Jiang, Zhi Tang

IEEE International Conference on Document Analysis and Recognition

DOI

2021

Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels

Jiannan Guo, Haochen Shi, Yangyang Kang, Kun Kuang, Siliang Tang, Zhuoren Jiang, Changlong Sun, Fei Wu, Yueting Zhuang

IEEE International Conference on Computer Vision

DOI

2020

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention

Guoxiu He, Yangyang Kang, Zhuoren Jiang, Jiawei Liu, Changlong Sun, Xiao-Zhong Liu, Wei Lu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Implicit Products in the Decentralized eCommerce Ecosystems

Guoxiu He, Yunhan Yang, Zhuoren Jiang, Yangyang Kang, Xiao-Zhong Liu, Wei Lu

ACM/IEEE Joint Conference on Digital Libraries

DOI

2020

Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding

Zhuoren Jiang, Zheng Gao, Jinjiong Lan, Hong-Xia Yang, Yao Lu, Xiao-Zhong Liu

The Web Conference

DOI

2020

Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning

Zheng Gao, Hongsong Li, Zhuoren Jiang, Xiao-Zhong Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Min-Long Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiao-Zhong Liu

AAAI Conference on Artificial Intelligence

DOI

2020

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiao-Zhong Liu, Wei Lu

AAAI Conference on Artificial Intelligence

DOI

2020

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning

Zhuoren Jiang, Zhe Gao, Yu Duan, Yangyang Kang, Changlong Sun, Qiong Zhang, Xiao-Zhong Liu

Annual Meeting of the Association for Computational Linguistics

DOI

2020

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiao-Zhong Liu

AAAI Conference on Artificial Intelligence

DOI

2020

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise

Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiao-Zhong Liu, Wei Lu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2020

Healthy diet recommendation via Food‐Nutrition‐Recipe Graph mining

Ke-Quan Li, Zhuoren Jiang, Hong Wang, Xiao-Zhong Liu

ASIS&T Annual Meeting

DOI

2020

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiao-Zhong Liu, Wei Lu

arXiv.org

2019

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model

Guoxiu He, Yangyang Kang, Zhe Gao, Zhuoren Jiang, Changlong Sun, Xiao-Zhong Liu, Wei Lu, Qiong Zhang, Luo Si

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2019

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiao-Zhong Liu

Conference on Empirical Methods in Natural Language Processing

DOI

2019

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning

Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiao-Zhong Liu

International Conference on Information and Knowledge Management

DOI

2019

Automatic Generation of Headlines for Online Math Questions

Ke Yuan, Da-Fang He, Zhuoren Jiang, Liangcai Gao, Zhi Tang, C. Lee Giles

AAAI Conference on Artificial Intelligence

DOI

2018

Mathematics Content Understanding for Cyberlearning via Formula Evolution Map

Zhuoren Jiang, Liangcai Gao, Ke Yuan, Zheng Gao, Zhi Tang, Xiao-Zhong Liu

International Conference on Information and Knowledge Management

DOI

2018

An End-to-end Model of Predicting Diverse Ranking On Heterogeneous Feeds

Zizhe Gao, Zhengxia Gao, Heng Huang, Zhuoren Jiang, Yuliang Yan

eCOM@SIGIR

2018

Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph

Zhuoren Jiang, Yue Yin, Liangcai Gao, Yao Lu, Xiao-Zhong Liu

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2018

Formula Ranking within an Article

Ke Yuan, Liangcai Gao, Zhuoren Jiang, Zhi Tang

ACM/IEEE Joint Conference on Digital Libraries

DOI

2018

Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion

Zhuoren Jiang, Yao Lu, Xiao-Zhong Liu

ACM/IEEE Joint Conference on Digital Libraries

DOI

2017

中英文科技主题排序相关性的比较研究:以计算机领域为例

蒋卓人，高良才，赵星，刘晓钟，袁珂，汤帜

《情报学报》，Vol. 36, No. 9

下载原文

2017

CNN Based Page Object Detection in Document Images

Xiaohan Yi, Liangcai Gao, Yuan Liao, Xiaode Zhang, Runtao Liu, Zhuoren Jiang

IEEE International Conference on Document Analysis and Recognition

DOI

2017

A Deep Learning-Based Formula Detection Method for PDF Documents

Liangcai Gao, Xiaohan Yi, Yuan Liao, Zhuoren Jiang, Zuoyu Yan, Zhi Tang

IEEE International Conference on Document Analysis and Recognition

DOI

2017

Personalized Navigation and Random Walk on a Complex Heterogeneous Graph

Xiao-Zhong Liu, Yingying Yu, Zhuoren Jiang, Chun Guo, Scott Jensen

International Conference on the Theory of Information Retrieval

DOI

2017

Automatic Document Metadata Extraction Based on Deep Networks

Runtao Liu, Liangcai Gao, D. An, Zhuoren Jiang, Zhi Tang

Natural Language Processing and Chinese Computing

DOI

2017

ICDAR2017 Competition on Page Object Detection

Liangcai Gao, Xiaohan Yi, Zhuoren Jiang, Leipeng Hao, Zhi Tang

IEEE International Conference on Document Analysis and Recognition

DOI

2017

A Symbol Dominance Based Formulae Recognition Approach for PDF Documents

Xiaode Zhang, Liangcai Gao, Ke Yuan, Runtao Liu, Zhuoren Jiang, Zhi Tang

IEEE International Conference on Document Analysis and Recognition

DOI

2017

Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling

D. An, Liangcai Gao, Zhuoren Jiang, Runtao Liu, Zhi Tang

International Conference on Information and Knowledge Management

DOI

2017

Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?

Liangcai Gao, Zhuoren Jiang, Yue Yin, Ke Yuan, Zuoyu Yan, Zhi Tang

arXiv.org

2016

Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance

Zhuoren Jiang, Xiaozhong Liu, Yan Chen

Journal Of The Association For Information Science And Technology，Vol. 670, No. 7

DOI

2016

Community-based Cyberreading for Information Understanding

Zhuoren Jiang, Xiao-Zhong Liu, Liangcai Gao, Zhi Tang

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2016

The Math Retrieval System of ICST for NTCIR-12 MathIR Task

Liangcai Gao, Ke-yong Yuan, Yuehan Wang, Zhuoren Jiang, Zhi Tang

NTCIR Conference on Evaluation of Information Access Technologies

2015

一种结合有监督学习的动态主题模型

蒋卓人，陈燕，高良才，汤帜，刘晓钟

《北京大学学报(自然科学版)》

2015

Random Walk and Feedback on Scholarly Network

Yingying Yu, Zhuoren Jiang, Xiao-Zhong Liu

GSB@SIGIR

2015

Chronological Citation Recommendation with Information-Need Shifting

Zhuoren Jiang, Xiao-Zhong Liu, Liangcai Gao

International Conference on Information and Knowledge Management

DOI

2015

Chronological Scientific Information Recommendation via Supervised Dynamic Topic Modeling

Zhuoren Jiang

Web Search and Data Mining

DOI

2015

A Supervised Dynamic Topic Model

Zhuoren Jiang

2015

Scientific Information Understanding via Open Educational Resources (OER)

Xiao-Zhong Liu, Zhuoren Jiang, Liangcai Gao

Annual International ACM SIGIR Conference on Research and Development in Information Retrieval

DOI

2014

Semantic Annotation with RescoredESA: Rescoring Concept Features Generated From Explicit Semantic Analysis

Zhuoren Jiang, Miao Chen, Xiao-Zhong Liu

Exploiting Semantic Annotations in Information Retrieval

DOI

2014

Dynamic Topic/Citation Influence Modeling for Chronological Citation Recommendation

Zhuoren Jiang, Xiao-Zhong Liu, Liangcai Gao

Web-KR '14

DOI

2014

Scaffolding of scientific publications with open educational resources (OER)

J. Landrum, Liangcai Gao, Zhuoren Jiang, N. Hara, Xiao-Zhong Liu

ASIS&T Annual Meeting

DOI

2013

Citation Recommendation via Time-series Scholarly Topic Analysis and Publication Prior Analysis

Zhuoren Jiang

Bulletin of IEEE Technical Committee on Digital Libraries

2013

Recovering missing citations in a scholarly network: a 2-step citation analysis to estimate publication importance

Zhuoren Jiang, Xiao-Zhong Liu

ACM/IEEE Joint Conference on Digital Libraries

DOI

2013

A comparative study of academic and Wikipedia ranking

Xin Shuai, Zhuoren Jiang, Xiao-Zhong Liu, J. Bollen

ACM/IEEE Joint Conference on Digital Libraries

DOI

个人简介

精选作品

期刊论文

A multi-agent framework with legal event logic graph for multi-defendant legal judgment prediction

基于大语言模型自学习推理增强的仇恨言论检测方法

From Individual Excellence to Collective Sustainability: Seeking Strategic Equilibrium in Proactive Multi-Agent Teams

RAVR: Reference-Answer-guided Variational Reasoning for Large Language Models

Toward better pragmatic tagging of peer review: Enhancing benchmark datasets via human-in-the-loop multi-agent collaboration

Conflict-aware multimodal multilingual meeting summarization via causal compression and weakly-supervised pre-training

Unpacking the predictive power of peer review under scientific disruption: Evidence from AI research

AlignSurvey: A Comprehensive Benchmark for Human Preferences Alignment in Social Surveys

LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation

SAFO: Stable Adaptive Fairness Optimization for LLM-Based Social Survey Simulation

Mapping science and revealing disciplinary communication modalities via pre-trained graph neural networks

Expert-level policy style measurement via knowledge distillation with large language model collaboration

Unraveling and Mitigating Endogenous Task-oriented Spurious Correlations in Ego-graphs via Automated Counterfactual Contrastive Learning

Insights into the impact of visual and textual information on investment decision-making: A multimodal business plan analysis via deep representation learning

异构图挖掘与智能社会：方法、应用及前沿

Teaching According to Students' Aptitude: Personalized Mathematics Tutoring via Persona-, Memory-, and Forgetting-Aware LLMs

Preserving high-order ego-centric topological patterns in node representation in heterogeneous graph

Simulating social perception with large language models: perceptions of China’s common prosperity

Demystifying perception and decision-making in peer review: a semantic perspective

Towards human-like perception: Learning structural causal model in heterogeneous graph

Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration

Modeling Scholarly Collaboration and Temporal Dynamics in Citation Networks for Impact Prediction

LangGFM: A Large Language Model Alone Can be a Powerful Graph Foundation Model

Social Risks in the Era of Generative AI

Detecting the Rumor Patterns Integrating Features of User, Content, and the Spreading Structure

Evolving Knowledge Distillation with Large Language Models and Active Learning

Recurrent Alignment with Hard Attention for Hierarchical Text Rating

H2CGL: Modeling dynamics of citation network for impact prediction

COVID-19: a disruptive impact on the knowledge support of references

Re-examining lexical and semantic attention: Dual-view graph convolutions enhanced BERT for academic paper rating

Deep representation learning of scientific paper reveals its potential scholarly impact

基于可解释图神经网络模型的社交媒体谣言识别研究

Empowering Dual-Level Graph Self-Supervised Pretraining with Motif Discovery

Human-centred design on crowdsourcing annotation towards improving active learning model performance

Investigating Academic Graph‐Based Factors behind Funding Success in National Institutes of Health

EduNER: a Chinese named entity recognition dataset for education research

Predicting Scientific Impact Through Diffusion, Conformity, and Contribution Disentanglement

Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning

A Role-Selected Sharing Network for Joint Machine-Human Chatting Handoff and Service Satisfaction Analysis

Formula Citation Graph Based Mathematical Information Retrieval

Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual Labels

Creating a Children-Friendly Reading Environment via Joint Learning of Content and Human Attention

Implicit Products in the Decentralized eCommerce Ecosystems

Task-Oriented Genetic Activation for Large-Scale Complex Heterogeneous Graph Embedding

Detecting User Community in Sparse Domain via Cross-Graph Pairwise Learning

Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning

Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

Think Beyond the Word: Understanding the Implied Textual Meaning by Digesting Context, Local, and Noise

Healthy diet recommendation via Food‐Nutrition‐Recipe Graph mining

Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

Finding Camouflaged Needle in a Haystack?: Pornographic Products Detection via Berrypicking Tree Model

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning

Automatic Generation of Headlines for Online Math Questions

Mathematics Content Understanding for Cyberlearning via Formula Evolution Map

An End-to-end Model of Predicting Diverse Ranking On Heterogeneous Feeds

Cross-language Citation Recommendation via Hierarchical Representation Learning on Heterogeneous Graph

Formula Ranking within an Article

Cross-language Citation Recommendation via Publication Content and Citation Representation Fusion

中英文科技主题排序相关性的比较研究:以计算机领域为例

CNN Based Page Object Detection in Document Images

A Deep Learning-Based Formula Detection Method for PDF Documents

Personalized Navigation and Random Walk on a Complex Heterogeneous Graph

Automatic Document Metadata Extraction Based on Deep Networks

ICDAR2017 Competition on Page Object Detection

A Symbol Dominance Based Formulae Recognition Approach for PDF Documents

Citation Metadata Extraction via Deep Neural Network-based Segment Sequence Labeling

Preliminary Exploration of Formula Embedding for Mathematical Information Retrieval: can mathematical formulae be embedded like a natural language?

Recovering uncaptured citations in a scholarly network: A two-step citation analysis to estimate publication importance

Community-based Cyberreading for Information Understanding

The Math Retrieval System of ICST for NTCIR-12 MathIR Task

一种结合有监督学习的动态主题模型

Random Walk and Feedback on Scholarly Network

Chronological Citation Recommendation with Information-Need Shifting

Chronological Scientific Information Recommendation via Supervised Dynamic Topic Modeling