王津

2026

Towards privacy-preserving and communication-efficient federated distillation

Expert Systems with Applications

DOI

2026

EfficientLoRA: Rethinking the efficiency of low-rank adaptation in pre-trained language models

Neural Networks

DOI

2026

Test-Time Domain-Agnostic Meta-Prompt Learning for Multi-Source Few-Shot Domain Adaptation

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

PlanEval: Augmenting Large Language Models With a Small-Scale Planner-Evaluator for Knowledge-Intensive Tasks

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

Parameter-efficient online knowledge distillation for pretrained language models

Expert Systems With Applications，Vol. 265

DOI

2025

Disentangled feature graph for Hierarchical Text Classification

Information Processing & Management

DOI

2025

Data-Free Black-Box Federated Learning via Zeroth-Order Gradient Estimation

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Distilling vision-language pre-training models with modality-specific meta-learning

Knowledge-Based Systems

DOI

2025

Aspect-Based Sentiment Analysis with Dual Contrastive Learning and LLMs Data Augmentation

Communications in computer and information science

DOI

2025

Sample-aware Adaptive Structured Pruning for Large Language Models

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2025

Language-dominated fusion and self-distillation for multimodal sentiment analysis with incomplete modalities

Pattern Recognition

DOI

2025

Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2025

Dual-Path Contrastive Short Text Clustering with High-order Random Walk

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

Utterance Alignment of Language Models for Effective User Simulation in Task-Oriented Dialogues

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

Pruning Self-Attention With Local and Syntactic Dependencies for Aspect Sentiment Triplet Extraction

IEEE Transactions on Audio Speech and Language Processing

DOI

2025

Enhancing Grid Tagging Scheme with Hybrid Contrastive Learning for Aspect Sentiment Triplet Extraction

IEEE Transactions on Computational Social Systems

DOI

2025

EVL-MCoT: Enhanced Vision-Language Multi-CoT for Harmful Meme Detection

Lecture notes in computer science

DOI

2024

Heterogeneous federated distillation with mutual information maximization for medical relation extraction

Information Sciences

DOI

2024

Insight at the right spot: Provide decisive subgraph information to Graph LLM with reinforcement learning

Information Fusion

DOI

2024

Knowledge distillation via adaptive meta-learning for graph neural network

Information Sciences

DOI

2024

Attribute-Based Injection Transformer for Personalized Sentiment Analysis

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2024

Syntax-Enhanced Pretrained Language Models for Aspect-Level Sentiment Classification

IEEE Transactions on Computational Social Systems

DOI

2024

Chinese Metaphor Recognition Using a Multi-stage Prompting Large Language Model

Lecture notes in computer science

DOI

2024

Hierarchical Differential Amplifier Contrastive Learning for Semi-supervised Extractive Summarization

DOI

2024

Layerwised multimodal knowledge distillation for vision-language pretrained model

Neural Networks

DOI

2024

Joint contrastive learning for prompt-based few-shot language learners

Neural Computing and Applications

DOI

2024

A machine reading comprehension model with counterfactual contrastive learning for emotion-cause pair extraction

Knowledge and Information Systems

DOI

2024

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis

DOI

2024

Multimodality Self-distillation for Fast Inference of Vision and Language Pretrained Models

IEEE Transactions on Multimedia

DOI

2024

YNU-HPCC at SemEval-2024 Task 2: Applying DeBERTa-v3-large to Safe Biomedical Natural Language Inference for Clinical Trials

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

Document-Level Relation Extraction Based on Fine-Grained Information Guidance

Lecture notes in computer science

DOI

2024

YNU-HPCC at SemEval-2024 Task 1: Self-Instruction Learning with Black-box Optimization for Semantic Textual Relatedness

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

YNU-HPCC at SemEval-2024 Task 7: Instruction Fine-tuning Models for Numerical Understanding and Generation

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

YNU-HPCC at SemEval-2024 Task10: Pre-trained Language Model for Emotion Discovery and Reasoning its Flip in Conversation

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

YNU-HPCC at SemEval-2024 Task 5: Regularized Legal-BERT for Legal Argument Reasoning Task in Civil Procedure

International Workshop on Semantic Evaluation (SemEval)

DOI

2024

Knowledge Distillation with Information Compressed Representations

Lecture notes in computer science

DOI

2024

PROMPTIST: Automated Prompt Optimization for Text-to-Image Synthesis

Lecture notes in computer science

DOI

2024

Mathematical Reasoning via Multi-step Self Questioning and Answering for Small Language Models

Lecture notes in computer science

DOI

2024

Decoupling Control in Text-to-Image Diffusion Models

Lecture notes in computer science

DOI

2024

Disagreement Evaluation of Solutions for Math Word Problem

Lecture notes in computer science

DOI

2023

Debiased momentum contrastive learning for multimodal video similarity measures

Neurocomputing

DOI

2023

Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction

IEEE Transactions on Affective Computing

DOI

2023

Joint Multimodal Entity-Relation Extraction Based on Edge-Enhanced Graph Alignment Network and Word-Pair Relation Tagging

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Decoupled variational autoencoder with interactive attention for affective text generation

Engineering Applications of Artificial Intelligence

DOI

2023

FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2023

Matrix Contrastive Learning for Short Text Clustering

Communications in computer and information science

DOI

2023

Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2023

Knowledge Graph Completing with Dual Confrontation Learning Model based on Variational Information Bottleneck Method

IEEE International Conference on Software Quality, Reliability and Security (QRS)

DOI

2023

An adversarial training-based mutual information constraint method

Applied Intelligence

DOI

2023

Contrastive Learning with Soft Negative Sampling for Visual Word Sense Disambiguation

DOI

2023

Causal representation for few-shot text classification

Applied Intelligence

DOI

2023

YNU-HPCC at SemEval-2023 Task 6: LEGAL-BERT Based Hierarchical BiLSTM with CRF for Rhetorical Roles Prediction

DOI

2023

YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification

Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA)

DOI

2023

Entity-Related Unsupervised Pretraining with Visual Prompts for Multimodal Aspect-Based Sentiment Analysis

Lecture notes in computer science

DOI

2023

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation

DOI

2023

Semantic Candidate Retrieval for Few-Shot Entity Linking

Lecture notes in computer science

DOI

2023

YNU-HPCC at SemEval-2023 Task 9: Pretrained Language Model for Multilingual Tweet Intimacy Analysis

DOI

2023

YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message

Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA)

DOI

2023

Consistent Solutions for Optimizing Search Space of Beam Search

Lecture notes in computer science

DOI

2022

Hierarchical template transformer for fine-grained sentiment controllable generation

Information Processing & Management，Vol. 59, No. 5

DOI

2022

Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis

IEEE Transactions on Artificial Intelligence

DOI

2022

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis

Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)

DOI

2022

YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic

International Workshop on Semantic Evaluation (SemEval)

DOI

2022

YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity

International Workshop on Semantic Evaluation (SemEval)

DOI

2022

Pretrained Models with Adversarial Training for Named Entity Recognition in Scientific Text

International Conference on Asian Language Processing

DOI

2022

An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension

2022 International Joint Conference on Neural Networks (IJCNN)

DOI

2022

Explainable detection of adverse drug reaction with imbalanced data distribution

PLoS Computational Biology

DOI

2022

Interactive capsule network for implicit sentiment analysis

Applied Intelligence

DOI

2022

YNU-HPCC at SemEval-2022 Task 4: Finetuning Pretrained Language Models for Patronizing and Condescending Language Detection

International Workshop on Semantic Evaluation (SemEval)

DOI

2022

YNU-HPCC at SemEval-2022 Task 5: Multi-Modal and Multi-label Emotion Classification Based on LXMERT

International Workshop on Semantic Evaluation (SemEval)

DOI

2022

YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning

International Workshop on Semantic Evaluation (SemEval)

DOI

2022

An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference

Lecture notes in computer science

DOI

2021

Hierarchical BERT with an adaptive fine-tuning strategy for document classification

Knowledge-Based Systems

DOI

2021

Contextual sentiment embeddings via bi-directional GRU language model

Knowledge-Based Systems

DOI

2021

ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts

International Conference on Computational Linguistics

2021

A multi-dimensional relation model for dimensional sentiment analysis

Information Sciences

DOI

2021

Conciseness is better: Recurrent attention LSTM model for document-level sentiment analysis

Neurocomputing

DOI

2021

Learning sentiment sentence representation with multiview attention model

Information Sciences

DOI

2021

Personalized sentiment classification of customer reviews via an interactive attributes attention model

Knowledge-Based Systems

DOI

2021

MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers

DOI

2021

YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection

International Workshop on Semantic Evaluation (SemEval)

DOI

2021

YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles

International Workshop on Semantic Evaluation (SemEval)

DOI

2021

YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing

International Workshop on Semantic Evaluation (SemEval)

DOI

2021

Mirror Distillation Model with Focal Loss for Chinese Machine Reading Comprehension

International Conference on Asian Language Processing

DOI

2021

Joint Model of Triple Relation Extraction with Label Embeddings

International Conference on Asian Language Processing

DOI

2021

YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images

International Workshop on Semantic Evaluation (SemEval)

DOI

2021

Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-distillation

Lecture notes in computer science

DOI

2021

Variational Autoencoder with Interactive Attention for Affective Text Generation

Lecture notes in computer science

DOI

2020

Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis

Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the International Joint Conference on Natural Language Processing (AACL-IJCNLP)

DOI

2020

Using a Pre-Trained Language Model for Medical Named Entity Extraction in Chinese Clinic Text

IEEE International Conference on Electronics Information and Emergency Communication

DOI

2020

YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles

DOI

2020

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis

DOI

2020

YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles

DOI

2020

YNU-HPCC at SemEval-2020 Task 10: Using a Multi-granularity Ordinal Classification of the BiLSTM Model for Emphasis Selection

DOI

2020

HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text

DOI

2019

Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2019

CIEA: A Corpus for Chinese Implicit Emotion Analysis

International Conference on Asian Language Processing

DOI

2019

Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis

DOI

2019

YNU-HPCC at SemEval-2019 Task 9: Using a BERT and CNN-BiLSTM-GRU Model for Suggestion Mining

International Workshop on Semantic Evaluation (SemEval)

DOI

2019

YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation

International Workshop on Semantic Evaluation (SemEval)

DOI

2019

YNU-HPCC at SemEval-2019 Task 6: Identifying and Categorising Offensive Language on Twitter

International Workshop on Semantic Evaluation (SemEval)

DOI

2019

YNU-HPCC at SemEval-2019 Task 8: Using A LSTM-Attention Model for Fact-Checking in Community Forums

International Workshop on Semantic Evaluation (SemEval)

DOI

2018

Using a stacked residual LSTM model for sentiment intensity prediction

Neurocomputing

DOI

2018

Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction

IEEE Transactions on Affective Computing

DOI

2018

YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets

International Workshop on Semantic Evaluation (SemEval)

DOI

2018

An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction

IEEE Access

DOI

2018

YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter

International Workshop on Semantic Evaluation (SemEval)

DOI

2018

YNU-HPCC at Semeval-2018 Task 11: Using an Attention-based CNN-LSTM for Machine Comprehension using Commonsense Knowledge

International Workshop on Semantic Evaluation (SemEval)

DOI

2018

YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction

International Workshop on Semantic Evaluation (SemEval)

DOI

2017

Refining Word Embeddings for Sentiment Analysis

Conference on Empirical Methods in Natural Language Processing (EMNLP)

DOI

2017

Refining Word Embeddings Using Intensity Scores for Sentiment Analysis

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2017

YNU-HPCC at EmoInt-2017: Using a CNN-LSTM Model for Sentiment Intensity Prediction

Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA)

DOI

2017

YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification

International Workshop on Semantic Evaluation (SemEval)

DOI

2016

基于Valence-Arousal空间的中文文本情感分析方法研究

《云南大学》

2016

Locally weighted linear regression for cross-lingual valence-arousal prediction of affective words

Neurocomputing

DOI

2016

Community-Based Weighted Graph Model for Valence-Arousal Prediction of Affective Words

IEEE/ACM Transactions on Audio Speech and Language Processing

DOI

2015

A locally weighted method to improve linear regression for lexical-based valence-arousal prediction

International Conference on Affective Computing and Intelligent Interaction (ACII)

DOI

2024

Learning to Reason via Self-Iterative Process Feedback for Small Language Models

arXiv (Cornell University)

DOI

2022

Graph Attention Network with Auxiliary Pretraining for Content-Based Collaborative Filtering

SSRN Electronic Journal

DOI