Hang Yu

Haoyi Yu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Federated Graph Anomaly Detection via Disentangled Representation Learning.

[BibT_eX]

[DOI]

Zhengyang Liu

Proceedings of the ACM on Web Conference 2025, 2025

A Masked AutoEncoder with Strong-Weak Mutual Information for Anomaly Detection in Dynamic Incomplete Graphs.

[BibT_eX]

[DOI]

Junquan Gu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2025, 2025

Mitigating Forgetting in Adapting Pre-trained Language Models to Text Processing Tasks via Consistency Alignment.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

FLEX-AD: AutoML for Anomaly Detection via LLM-Guided Feature Generation and Selective Ensembling.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

Dynamic Shadow Unveils Invisible Semantics for Video Outpainting.

[BibT_eX]

[DOI]

Ruilin Li

Jiayan Qiu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

DiffuFuse: Diffusion-Driven Dual-Stream Fusion Framework for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Xiongjian Lv

Yimin Wen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Test Time Prompt Adaption for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

Feature Fusion Contrastive Learning and Adaptive Correction Framework for Unsupervised Graph Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2025

CANA: Enhancing Graph-Based Fraud Detection via Confidence-Aware Neighborhood Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Tools with Artificial Intelligence, 2025

Pedestrian Trajectory Prediction Driven by Bidirectional Intention-Interaction.

[BibT_eX]

[DOI]

Yansen Yu

Jiayan Qiu

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Endless Movie Maker: Zero-Shot Agent System for Making Long Video with Text.

[BibT_eX]

[DOI]

Xin Zheng

Ziqi Ma

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Respiratory Sound Classification via Multi-view Feature Fusion with Enhanced Convolutional Neural Network and Audio Spectrogram Transformer.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

HDiff: Confidence-Guided Denoising Diffusion for Robust Hyper-relational Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

RLTR-LLM: A Temporal Knowledge Graph Few-Shot Out-Of-Graph Link Prediction Method Integrating RL-Based Temporal Retrieval and LLM Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2025

Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels.

[BibT_eX]

[DOI]

Pengbo Li

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Promoting Knowledge Base Question Answering by Directing LLMs to Generate Task-relevant Logical Forms.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Type-LDD: A Type-Driven Lite Concept Drift Detector for Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

DIE-CDK: A Discriminative Information Enhancement Method With Cross-Modal Domain Knowledge for Fine-Grained Ship Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., November, 2024

Enhancing Pre-trained Deep Learning Model with Self-Adaptive Reflection.

[BibT_eX]

[DOI]

Cogn. Comput., November, 2024

IN-GFD: An Interpretable Graph Fraud Detection Model for Spam Reviews.

[BibT_eX]

[DOI]

IEEE Trans. Artif. Intell., October, 2024

Geometric relation-based feature aggregation for 3D small object detection.

[BibT_eX]

[DOI]

Appl. Intell., October, 2024

Concept Drift Adaptation by Exploiting Drift Type.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, May, 2024

WordTransABSA: Enhancing Aspect-based Sentiment Analysis with masked language modeling for affective token prediction.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

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

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., January, 2024

DSCA: A Dual Semantic Correlation Alignment Method for domain adaptation object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

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

[BibT_eX]

[DOI]

Yunong Zhang

Xiao Wei

Knowl. Based Syst., 2024

Adaptive tree-like neural network: Overcoming catastrophic forgetting to classify streaming data with concept drifts.

[BibT_eX]

[DOI]

Yimin Wen

Xiang Liu

Knowl. Based Syst., 2024

Cognitive-based knowledge learning framework for recommendation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

Knowledge-guided communication preference learning model for multi-agent cooperation.

[BibT_eX]

[DOI]

Inf. Sci., 2024

Hierarchical relationship modeling in multi-agent reinforcement learning for mixed cooperative-competitive environments.

[BibT_eX]

[DOI]

Inf. Fusion, 2024

Hierarchical Knowledge-Enhancement Framework for multi-hop knowledge graph reasoning.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Knowledge Graph Reasoning via Dynamic Subgraph Attention with Low Resource Computation.

[BibT_eX]

[DOI]

Neurocomputing, 2024

Harnessing Uncertainty-aware Bounding Boxes for Unsupervised 3D Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Inference via Rich Path Information for Dialogue Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2024

COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Homophilic and Heterophilic-Aware Sparse Graph Transformer for Financial Fraud Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Divide and Conquer: Legal Concept-guided Criminal Court View Generation.

[BibT_eX]

[DOI]

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

Guided Knowledge Generation with Language Models for Commonsense Reasoning.

[BibT_eX]

[DOI]

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

Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Shadow-Enlightened Image Outpainting.

[BibT_eX]

[DOI]

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

Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Barely Supervised Learning for Graph-Based Fraud Detection.

[BibT_eX]

[DOI]

Zhengyang Liu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Fintech Key-Phrase: A New Chinese Financial High-Tech Dataset Accelerating Expression-Level Information Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2023

Can we improve meta-learning model in few-shot learning by aligning data distributions?

[BibT_eX]

[DOI]

Pinzhuo Tian

Knowl. Based Syst., October, 2023

Incremental event detection via an improved knowledge distillation based model.

[BibT_eX]

[DOI]

Neurocomputing, September, 2023

LGM-GNN: A Local and Global Aware Memory-Based Graph Neural Network for Fraud Detection.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, August, 2023

Back to common sense: Oxford dictionary descriptive knowledge augmentation for aspect-based sentiment analysis.

[BibT_eX]

[DOI]

Inf. Process. Manag., May, 2023

DAFS: a domain aware few shot generative model for event detection.

[BibT_eX]

[DOI]

Mach. Learn., March, 2023

Detecting group concept drift from multiple data streams.

[BibT_eX]

[DOI]

Pattern Recognit., 2023

Recurrent prediction model for partially observable MDPs.

[BibT_eX]

[DOI]

Inf. Sci., 2023

THFE: A Triple-hierarchy Feature Enhancement method for tiny boat detection.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

Improving embedded knowledge graph multi-hop question answering by introducing relational chain reasoning.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2023

Graph-Based Competence Model for Concept Drift Detection.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Intelligent Systems and Knowledge Engineering, 2023

Event Extraction Based on the Fusion of Dynamic Prompt Information and Multi-Dimensional Features.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

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

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

HCTA: Hierarchical Cooperative Task Allocation in Multi-Agent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

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

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

MORStreaming: A Multioutput Regression System for Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

An Online Robust Support Vector Regression for Data Streams.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Real-Time Prediction System of Train Carriage Load Based on Multi-Stream Fuzzy Learning.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Topology Learning-Based Fuzzy Random Neural Networks for Streaming Data Regression.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2022

Continuous Support Vector Regression for Nonstationary Streaming Data.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

ET-HF: A novel information sharing model to improve multi-agent cooperation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Joint event causality extraction using dual-channel enhanced neural network.

[BibT_eX]

[DOI]

Jianqi Gao

Shuang Zhang

Knowl. Based Syst., 2022

Meta-ADD: A meta-learning based pre-trained model for concept drift active detection.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Multi-label disaster text classification via supervised contrastive learning for social media data.

[BibT_eX]

[DOI]

Comput. Electr. Eng., 2022

Entity Representation by Neighboring Relations Topology for Inductive Relation Prediction.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

DBGARE: Across-Within Dual Bipartite Graph Attention for Enhancing Distantly Supervised Relation Extraction.

[BibT_eX]

[DOI]

Hejian Gu

Proceedings of the Knowledge Science, Engineering and Management, 2022

Transfer Learning for Regression through Adaptive Gaussian Process.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Offline Reinforcement Learning via Policy Regularization and Ensemble Q-Functions.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Learning from Suboptimal Demonstration via Trajectory-Ranked Adversarial Imitation.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

IA-ICGCN: Integrating Prior Knowledge via Intra-event Association and Inter-event Causality for Chinese Causal Event Extraction.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Global Interest Transfer Guided Session-based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

SNSE: State Novelty Sampling Exploration.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

2021

Streaming Data Regression

[BibT_eX]

[DOI]

PhD thesis, 2021

Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Automatic Learning to Detect Concept Drift.

[BibT_eX]

[DOI]

CoRR, 2021

CvT-ASSD: Convolutional vision-Transformer Based Attentive Single Shot MultiBox Detector.

[BibT_eX]

[DOI]

Weiqiang Jin

Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

2020

Online Topology Learning by a Gaussian Membership-Based Self-Organizing Incremental Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Real-Time Decision Making for Train Carriage Load Prediction via Multi-stream Learning.

[BibT_eX]

[DOI]

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019

A Hybrid Incremental Regression Neural Network for Uncertain Data Streams.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Query recommendation based on improved query flow graph<sup>*</sup>.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

An Incremental Dual nu-Support Vector Regression Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

A Dual Neural Network Based On Confidence Intervals For Fuzzy Random Regression Problems.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017

Learning a fuzzy decision tree from uncertain data.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

2016

A novel rolling bearing fault diagnosis method.

[BibT_eX]

[DOI]

Fan Zhang

Tao Zhang

Proceedings of the 9th International Congress on Image and Signal Processing, 2016

2015

Research on Automate Discovery of Deep Web Interfaces.

[BibT_eX]

[DOI]

Feiyue Ye

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Research on Extract the Schema of Query Interfaces.

[BibT_eX]

[DOI]