Gongshen Liu

Neurocomputing, 2025

2024

LSF-IDM: Deep learning-based lightweight semantic fusion intrusion detection model for automotive.

[BibT_eX]

[DOI]

Peer Peer Netw. Appl., September, 2024

Convolutional Feature Aggregation Network With Self-Supervised Learning and Decision Fusion for SAR Target Recognition.

[BibT_eX]

[DOI]

Linqing Huang

IEEE Trans. Instrum. Meas., 2024

NSmark: Null Space Based Black-box Watermarking Defense Framework for Pre-trained Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Transferring Backdoors between Large Language Models by Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities.

[BibT_eX]

[DOI]

CoRR, 2024

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network.

[BibT_eX]

[DOI]

Pengzhou Cheng

Zongru Wu

CoRR, 2024

Syntactic Ghost: An Imperceptible General-purpose Backdoor Attacks on Pre-trained Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

An Enhanced Prompt-Based LLM Reasoning Scheme via Knowledge Graph-Integrated Collaboration.

[BibT_eX]

[DOI]

CoRR, 2024

Less Defined Knowledge and More True Alarms: Reference-based Phishing Detection without a Pre-defined Reference List.

[BibT_eX]

[DOI]

Proceedings of the 33rd USENIX Security Symposium, 2024

Improving Non-autoregressive Machine Translation with Error Exposure and Consistency Regularization.

[BibT_eX]

[DOI]

Xinran Chen

Sufeng Duan

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Multi-Grained Multimodal Interaction Network for Sentiment Analysis.

[BibT_eX]

[DOI]

Lingyong Fang

Ru Zhang

Proceedings of the IEEE International Conference on Acoustics, 2024

NWS: Natural Textual Backdoor Attacks Via Word Substitution.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

FashionGPT: A Large Vision-Language Model for Enhancing Fashion Understanding.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents.

[BibT_eX]

[DOI]

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

How Large Language Models Encode Context Knowledge? A Layer-Wise Probing Study.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Backdoor NLP Models via AI-Generated Text.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space.

[BibT_eX]

[DOI]

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

Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models.

[BibT_eX]

[DOI]

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

UOR: Universal Backdoor Attacks on Pre-trained Language Models.

[BibT_eX]

[DOI]

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

2023

DESC-IDS: Towards an efficient real-time automotive intrusion detection system based on deep evolving stream clustering.

[BibT_eX]

[DOI]

Pengzhou Cheng

Mu Han

Future Gener. Comput. Syst., 2023

Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents.

[BibT_eX]

[DOI]

CoRR, 2023

Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review.

[BibT_eX]

[DOI]

CoRR, 2023

LSF-IDM: Automotive Intrusion Detection Model with Lightweight Attribution and Semantic Fusion.

[BibT_eX]

[DOI]

CoRR, 2023

UOR: Universal Backdoor Attacks on Pre-trained Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

SCS-VAE: Generate Style Headlines Via Novel Disentanglement.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Robust Secret Data Hiding for Transformer-based Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Neural Linguistic Steganography with Controllable Security.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

SDPSAT: Syntactic Dependency Parsing Structure-Guided Semi-Autoregressive Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

FedPrompt: Communication-Efficient and Privacy-Preserving Prompt Tuning in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Semantic Information Mining and Fusion Method for Bot Detection.

[BibT_eX]

[DOI]

Lijia Liang

Xinzhong Wang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts.

[BibT_eX]

[DOI]

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

PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Reduce Communication Costs and Preserve Privacy: Prompt Tuning Method in Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

LogKernel A Threat Hunting Approach Based on Behaviour Provenance Graph and Graph Kernel Clustering.

[BibT_eX]

[DOI]

CoRR, 2022

Multi-Objective Actor-Critics for Real-Time Bidding in Display Advertising.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

An Adversarial Approach for Unsupervised Syntax-Guided Paraphrase Generation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

Improving Constituent Representation with Hypertree Neural Networks.

[BibT_eX]

[DOI]

Hao Zhou

Kewei Tu

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Universal Identity Backdoor Attack against Speaker Verification based on Siamese Network.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Label-Dividing Gated Graph Neural Network for Hierarchical Text Classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

SECT: A Successively Conditional Transformer for Controllable Paraphrase Generation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

KLAttack: Towards Adversarial Attack and Defense on Neural Dependency Parsing Models.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

TIMS: A Novel Approach for Incrementally Few-Shot Text Instance Selection via Model Similarity.

[BibT_eX]

[DOI]

Tianjie Ju

Han Liao

Proceedings of the International Joint Conference on Neural Networks, 2022

Context Modeling with Hierarchical Shallow Attention Structure for Document-Level NMT.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Sense-aware BERT and Multi-task Fine-tuning for Multimodal Sentiment Analysis.

[BibT_eX]

[DOI]

Lingyong Fang

Ru Zhang

Proceedings of the International Joint Conference on Neural Networks, 2022

PPT: Backdoor Attacks on Pre-trained Models via Poisoned Prompt Tuning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Parallel Relationship Graph to Improve Multi-Document Summarization.

[BibT_eX]

[DOI]

Menghua Lu

Lijia Liang

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

TransAdv: A Translation-based Adversarial Learning Framework for Zero-Resource Cross-Lingual Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

A Multi-Task Dual-Tree Network for Aspect Sentiment Triplet Extraction.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Few-shot Table-to-text Generation with Prefix-Controlled Generator.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Large-Scale Malicious Software Classification With Fuzzified Features and Boosted Fuzzy Random Forest.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Text Generation with Syntax - Enhanced Variational Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

ASM: Augmentation-based Semantic Mechanism on Abstractive Summarization.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Bridging the Gap of Dimensions in Distillation: Understanding the knowledge transfer between different-dimensional semantic spaces.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

A Multi -Role Graph Attention Network for Knowledge Graph Alignment.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

A Multi-Channel Graph Attention Network for Chinese NER.

[BibT_eX]

[DOI]

Yichun Zhao

Proceedings of the Neural Information Processing - 28th International Conference, 2021

A Hierarchical Graph-Based Neural Network for Malware Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Speaker Verification with Disentangled Self-attention.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Dynamic Tuning and Weighting of Meta-learning for NMT Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

Entity-Aware Abstractive Multi-Document Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Depth-Wise Separable Convolutions and Multi-Level Pooling for an Efficient Spatial CNN-Based Steganalysis.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

MoTiAC: Multi-Objective Actor-Critics for Real-Time Bidding.

[BibT_eX]

[DOI]

CoRR, 2020

Incorporating Named Entity Information into Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Learning to Consider Relevance and Redundancy Dynamically for Abstractive Multi-document Summarization.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2020

A Submodular Optimization-Based VAE-Transformer Framework for Paraphrase Generation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2020

Challenge Training to Simulate Inference in Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Unleashing the Potential of Attention Model for News Headline Generation.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-paragraph Reading Comprehension with Token-level Dynamic Reader and Hybrid Verifier.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Neural Machine Translation with Soft Reordering Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Sparse Hierarchical Modeling of Deep Contextual Attention for Document-Level Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Learning Interactions at Multiple Levels for Abstractive Multi-document Summarization.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Hierarchical Sentiment Estimation Model for Potential Topics of Individual Tweets.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Memory-Based Sentence Split and Rephrase Model with Multi-task Training.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Unified Labeling Model for Open-Domain Aspect-Based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science in Cyberspace, 2020

A Mixed Learning Objective for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

ASAP-Net: Attention and Structure Aware Point Cloud Sequence Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 31st British Machine Vision Conference 2020, 2020

Hierarchy-Aware Global Model for Hierarchical Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

A Character-Centric Neural Model for Automated Story Generation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

A global and local context integration DCNN for adult image classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

A Bayesian Possibilistic C-Means clustering approach for cervical cancer screening.

[BibT_eX]

[DOI]

Fangqi Li

Shi-Lin Wang

Inf. Sci., 2019

Dissect Sliced-RNN in Multi-Attention view.

[BibT_eX]

[DOI]

Zeping Yu

Linqing Shi

Aust. J. Intell. Inf. Process. Syst., 2019

Extensive Pyramid Networks for Text Classification.

[BibT_eX]

[DOI]

Linqing Shi

Zeping Yu

Aust. J. Intell. Inf. Process. Syst., 2019

A Three-Stage Training Method for Abstractive Summarization.

[BibT_eX]

[DOI]

Linqing Shi

Danyang Liu

Aust. J. Intell. Inf. Process. Syst., 2019

Dynamic Label Correction for Distant Supervision Relation Extraction via Semantic Similarity.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Extending the Transformer with Context and Multi-dimensional Mechanism for Dialogue Response Generation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

A Transformer-Based Variational Autoencoder for Sentence Generation.

[BibT_eX]

[DOI]

Danyang Liu

Proceedings of the International Joint Conference on Neural Networks, 2019

Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Hierarchical Attention CNN and Entity-Aware for Relation Extraction.

[BibT_eX]

[DOI]

Xinyu Zhu

Bo Su

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Paragraph-Level Hierarchical Neural Machine Translation.

[BibT_eX]

[DOI]

Yuqi Zhang

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Hie-Transformer: A Hierarchical Hybrid Transformer for Abstractive Article Summarization.

[BibT_eX]

[DOI]

Xuewen Zhang

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Transformer-DW: A Transformer Network with Dynamic and Weighted Head.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Viewpoint Estimation in Images by a Key-Point Based Deep Neural Network.

[BibT_eX]

[DOI]

Jiana Yang

Shilin Wang

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Lip Image Segmentation in Mobile Devices Based on Alternative Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

AUG-BERT: An Efficient Data Augmentation Algorithm for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

Next News Recommendation via Knowledge-Aware Sequential Model.

[BibT_eX]

[DOI]

Proceedings of the Chinese Computational Linguistics - 18th China National Conference, 2019

Multiple Character Embeddings for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Jianing Zhou

Jingkang Wang

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

面向短文本的神经网络聚类算法研究 (Research on Neural Network Clustering Algorithm for Short Text).

[BibT_eX]

[DOI]

Zhaoying Sun

计算机科学, 2018

Efficient feature learning and multi-size image steganalysis based on CNN.

[BibT_eX]

[DOI]

CoRR, 2018

Analysis of Message Attacks in Aviation Data-Link Communication.

[BibT_eX]

[DOI]

IEEE Access, 2018

Neural Feedback Text Clustering With BiLSTM-CNN-Kmeans.

[BibT_eX]

[DOI]

IEEE Access, 2018

Paraphrase Identification Based on Weighted URAE, Unit Similarity and Context Correlation Feature.

[BibT_eX]

[DOI]

Jie Zhou

Huanrong Sun

Proceedings of the Natural Language Processing and Chinese Computing, 2018

LM Enhanced BiRNN-CRF for Joint Chinese Word Segmentation and POS Tagging.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Five-Stroke Based CNN-BiRNN-CRF Network for Chinese Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Benchmark snapshots for testing social network evolving algorithms.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Identification, 2018

Leveraging Inner-Connection of Message Sequence for Traffic Classification: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Parallel and Distributed Systems, 2018

Adult Image Classification by a Local-Context Aware Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

3D Convolutional Neural Networks Based Speaker Identification and Authentication.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Detecting Double Jpeg Compression with Same Quantization Matrix Based on Dense Cnn Feature.

[BibT_eX]

[DOI]

Xiaosa Huang

Shilin Wang

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Unified Syntax-aware Framework for Semantic Role Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Sentiment Analysis of Network Comments Based on GCNN.

[BibT_eX]

[DOI]

Chen Huang

Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, 2018

Modeling Multi-turn Conversation with Deep Utterance Aggregation.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Sliced Recurrent Neural Networks.

[BibT_eX]

[DOI]

Zeping Yu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Steganalysis of Adaptive JPEG Steganography Based on ResDet.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

A Joint Selective Mechanism for Abstractive Sentence Summarization.

[BibT_eX]

[DOI]

Junjie Fu

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

Overlapping Community Detection Based on Structural Centrality in Complex Networks.

[BibT_eX]

[DOI]

Xiaofeng Wang

IEEE Access, 2017

Exploitations of Uninitialized Uses on macOS Sierra.

[BibT_eX]

[DOI]

Proceedings of the 11th USENIX Workshop on Offensive Technologies, 2017

Ada-copy: An Adaptive Memory Copy Strategy for Virtual Machine Live Migration.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

2016

Uncovering fuzzy communities in networks with structural similarity.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Toward interests drift mechanism for social network.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Security of Smart Cities, 2016

GEV Regression with Convex Loss Applied to Imbalanced Binary Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

Automatic Threshold Calculation Based Label Propagation Algorithm for Overlapping Community.

[BibT_eX]

[DOI]

Proceedings of the IEEE First International Conference on Data Science in Cyberspace, 2016

2014

A detecting community method in complex networks with fuzzy clustering.

[BibT_eX]

[DOI]

Xiaofeng Wang

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

An modularity-based overlapping community structure detecting algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

A Text Information Hiding Algorithm Based on Alternatives.

[BibT_eX]

[DOI]

J. Softw., 2013

An Improved Topic Detection Method for Chinese Microblog Based On Incremental Clustering.

[BibT_eX]

[DOI]

Jing Xie

J. Softw., 2013

2010

Predicting the semantic orientation of movie reviews.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

Text Content Filtering Based on Chinese Character Reconstruction from Radicals.

[BibT_eX]

[DOI]

Proceedings of the Forensics in Telecommunications, Information, and Multimedia, 2010

2008

A cross-language state mapping approach to bilingual (Mandarin-English) TTS.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2008

A Biased Summary System and Its Implementation Technology.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

2007

An Adaptive Collaborative Filtering Algorithm for Online Reputation Systems.

[BibT_eX]

[DOI]

Min Zuo

Proceedings of the Third International IEEE Conference on Signal-Image Technologies and Internet-Based System, 2007

A Discussion on Personalized Trust Management for Flat P2P Communities.

[BibT_eX]

[DOI]

Min Zuo