A locally weighted method to improve linear regression for lexical-based valence-arousal prediction. - Jin Wang 008; K. Robert Lai; Liang-Chih Yu; Xuejie Zhang 002 (ACII, 2015)

Predicting Valence-Arousal Ratings of Words Using a Weighted Graph Method. - Liang-Chih Yu; Jin Wang 008; K. Robert Lai; Xuejie Zhang 002 (ACL (2), 2015)

Chinese Grammatical Error Diagnosis Using Single Word Embedding. - Jinnan Yang; Bo Peng; Jin Wang 008; Jixian Zhang; Xuejie Zhang 002 (NLP-TEA@COLING, 2016)

Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. - Jin Wang 008; Liang-Chih Yu; K. Robert Lai; Xuejie Zhang 002 (ACL (2), 2016)

Building Chinese Affective Resources in Valence-Arousal Dimensions. - Liang-Chih Yu; Lung-Hao Lee; Shuai Hao; Jin Wang 008; Yunchao He; Jun Hu; K. Robert Lai; Xuejie Zhang 002 (HLT-NAACL, 2016)

Locally weighted linear regression for cross-lingual valence-arousal prediction of affective words. - Jin Wang 008; Liang-Chih Yu; K. Robert Lai; Xuejie Zhang 002 (Neurocomputing, 2016)

Community-Based Weighted Graph Model for Valence-Arousal Prediction of Affective Words. - Jin Wang 008; Liang-Chih Yu; K. Robert Lai; Xuejie Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Refining Word Embeddings for Sentiment Analysis. - Liang-Chih Yu; Jin Wang 008; K. Robert Lai; Xuejie Zhang 002 (EMNLP, 2017)

YNU-HPCC at IJCNLP-2017 Task 1: Chinese Grammatical Error Diagnosis Using a Bi-directional LSTM-CRF Model. - Quanlei Liao; Jin Wang 008; Jinnan Yang; Xuejie Zhang 002 (IJCNLP (Shared Tasks), 2017)

YNU-HPCC at IJCNLP-2017 Task 4: Attention-based Bi-directional GRU Model for Customer Feedback Analysis Task of English. - Nan Wang; Jin Wang 008; Xuejie Zhang 002 (IJCNLP (Shared Tasks), 2017)

IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases. - Liang-Chih Yu; Lung-Hao Lee; Jin Wang 008; Kam-Fai Wong (IJCNLP (Shared Tasks), 2017)

YNU-HPCC at IJCNLP-2017 Task 5: Multi-choice Question Answering in Exams Using an Attention-based LSTM Model. - Hang Yuan; You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (IJCNLP (Shared Tasks), 2017)

YNU-HPCC at SemEval 2017 Task 4: Using A Multi-Channel CNN-LSTM Model for Sentiment Classification. - Haowei Zhang; Jin Wang 008; Jixian Zhang; Xuejie Zhang 002 (SemEval@ACL, 2017)

YNU-HPCC at EmoInt-2017: Using a CNN-LSTM Model for Sentiment Intensity Prediction. - You Zhang 002; Hang Yuan; Jin Wang 008; Xuejie Zhang 002 (WASSA@EMNLP, 2017)

YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model. - Quanlei Liao; Xutao Yang; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2018)

YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter. - Bo Peng; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2018)

YNU-HPCC at SemEval-2018 Task 2: Multi-ensemble Bi-GRU Model with Attention Mechanism for Multilingual Emoji Prediction. - Nan Wang; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2018)

YNU-HPCC at Semeval-2018 Task 11: Using an Attention-based CNN-LSTM for Machine Comprehension using Commonsense Knowledge. - Hang Yuan; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2018)

YNU-HPCC at SemEval-2018 Task 1: BiLSTM with Attention based Sentiment Analysis for Affect in Tweets. - You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2018)

An Attentive Neural Sequence Labeling Model for Adverse Drug Reactions Mentions Extraction. - Peng Ding 001; Xiaobing Zhou; Xuejie Zhang 002; Jin Wang 008; Zhenfeng Lei (IEEE Access, 2018)

Deep Fusion Feature Learning Network for MI-EEG Classification. - Jun Yang 030; Shaowen Yao 001; Jin Wang 008 (IEEE Access, 2018)

Using a stacked residual LSTM model for sentiment intensity prediction. - Jin Wang 008; Bo Peng; Xuejie Zhang 002 (Neurocomputing, 2018)

Refining Word Embeddings Using Intensity Scores for Sentiment Analysis. - Liang-Chih Yu; Jin Wang 008; K. Robert Lai; Xuejie Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis. - Jin Wang 008; Liang-Chih Yu; K. Robert Lai; Xuejie Zhang 002 (EMNLP/IJCNLP (1), 2019)

CIEA: A Corpus for Chinese Implicit Emotion Analysis. - Dawei Li; Jin Wang 008; Xuejie Zhang 002 (IALP, 2019)

YUN-HPCC at SemEval-2019 Task 3: Multi-Step Ensemble Neural Network for Sentiment Analysis in Textual Conversation. - Dawei Li; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2019)

YNU-HPCC at SemEval-2019 Task 8: Using A LSTM-Attention Model for Fact-Checking in Community Forums. - Peng Liu; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2019)

YNU-HPCC at SemEval-2019 Task 9: Using a BERT and CNN-BiLSTM-GRU Model for Suggestion Mining. - Ping Yue; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2019)

YNU-HPCC at SemEval-2019 Task 6: Identifying and Categorising Offensive Language on Twitter. - Chengjin Zhou; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL-HLT, 2019)

Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis. - Li Yuan; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (AACL/IJCNLP, 2020)

YNU-HPCC at SemEval-2020 Task 11: LSTM Network for Detection of Propaganda Techniques in News Articles. - Jiaxu Dao; Jin Wang 008; Xuejie Zhang 002 (SemEval@COLING, 2020)

HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text. - Jun Kong 003; Jin Wang 008; Xuejie Zhang 002 (SemEval@COLING, 2020)

YNU-HPCC at SemEval-2020 Task 10: Using a Multi-granularity Ordinal Classification of the BiLSTM Model for Emphasis Selection. - Dawei Liao; Jin Wang 008; Xuejie Zhang 002 (SemEval@COLING, 2020)

YNU-HPCC at SemEval-2020 Task 7: Using an Ensemble BiGRU Model to Evaluate the Humor of Edited News Titles. - Joseph Tomasulo; Jin Wang 008; Xuejie Zhang 002 (SemEval@COLING, 2020)

YNU-HPCC at SemEval-2020 Task 8: Using a Parallel-Channel Model for Memotion Analysis. - Li Yuan; Jin Wang 008; Xuejie Zhang 002 (SemEval@COLING, 2020)

A Novel Deep Learning Scheme for Motor Imagery EEG Decoding Based on Spatial Representation Fusion. - Jun Yang 030; Zhengmin Ma; Jin Wang 008; Yunfa Fu (IEEE Access, 2020)

Adversarial learning of sentiment word representations for sentiment analysis. - Bo Peng; Jin Wang 008; Xuejie Zhang 002 (Inf. Sci., 2020)

Pipelined Neural Networks for Phrase-Level Sentiment Intensity Prediction. - Liang-Chih Yu; Jin Wang 008; K. Robert Lai; Xuejie Zhang 002 (IEEE Trans. Affect. Comput., 2020)

Tree-Structured Regional CNN-LSTM Model for Dimensional Sentiment Analysis. - Jin Wang 008; Liang-Chih Yu; K. Robert Lai; Xuejie Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

MA-BERT: Learning Representation by Incorporating Multi-Attribute Knowledge in Transformers. - You Zhang 002; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (ACL/IJCNLP (Findings), 2021)

Mirror Distillation Model with Focal Loss for Chinese Machine Reading Comprehension. - Fulai Nan; Jin Wang 008; Xuejie Zhang 002 (IALP, 2021)

Joint Model of Triple Relation Extraction with Label Embeddings. - Mengjiao Xie; Jin Wang 008; Xuejie Zhang 002 (IALP, 2021)

Variational Autoencoder with Interactive Attention for Affective Text Generation. - Ruijun Chen 001; Jin Wang 008; Xuejie Zhang 002 (NLPCC (2), 2021)

Accelerating Pretrained Language Model Inference Using Weighted Ensemble Self-distillation. - Jun Kong 003; Jin Wang 008; Xuejie Zhang 002 (NLPCC (1), 2021)

ROCLING-2021 Shared Task: Dimensional Sentiment Analysis for Educational Texts. - Liang-Chih Yu; Jin Wang 008; Bo Peng; Chu-Ren Huang (ROCLING, 2021)

YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images. - Xingyu Zhu 006; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL/IJCNLP, 2021)

YNU-HPCC at SemEval-2021 Task 5: Using a Transformer-based Model with Auxiliary Information for Toxic Span Detection. - Ruijun Chen 001; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL/IJCNLP, 2021)

YNU-HPCC at SemEval-2021 Task 11: Using a BERT Model to Extract Contributions from NLP Scholarly Articles. - Xinge Ma; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL/IJCNLP, 2021)

YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing. - Zhewen Yu; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL/IJCNLP, 2021)

Conciseness is better: Recurrent attention LSTM model for document-level sentiment analysis. - You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (Neurocomputing, 2021)

A multi-dimensional relation model for dimensional sentiment analysis. - Housheng Xie; Wei Lin 023; Shuying Lin; Jin Wang 008; Liang-Chih Yu (Inf. Sci., 2021)

Learning sentiment sentence representation with multiview attention model. - You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (Inf. Sci., 2021)

Personalized sentiment classification of customer reviews via an interactive attributes attention model. - You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (Knowl. Based Syst., 2021)

Accelerating Inference for Pretrained Language Models by Unified Multi-Perspective Early Exiting. - Jun Kong 003; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (COLING, 2022)

Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression. - Xinge Ma; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (COLING, 2022)

Pretrained Models with Adversarial Training for Named Entity Recognition in Scientific Text. - Hangchao Ma; You Zhang 002; Jin Wang 008 (IALP, 2022)

Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis. - Zhewen Yu; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (AACL/IJCNLP (1), 2022)

An Enhanced Key-utterance Interactive Model with Decouped Auxiliary Tasks for Multi-party Dialogue Reading Comprehension. - Xingyu Zhu 006; Jin Wang 008; Xuejie Zhang 002 (IJCNN, 2022)

An On-Device Machine Reading Comprehension Model with Adaptive Fast Inference. - Fulai Nan; Jin Wang 008; Xuejie Zhang 002 (NLPCC (1), 2022)

YNU-HPCC at ROCLING 2022 Shared Task: A Transformer-based Model with Focal Loss and Regularization Dropout for Chinese Healthcare Named Entity Recognition. - Xiang Luo 003; Jin Wang 008; Xuejie Zhang 002 (ROCLING, 2022)

YNU-HPCC at SemEval-2022 Task 2: Representing Multilingual Idiomaticity based on Contrastive Learning. - Kuanghong Liu; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL, 2022)

YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity. - Zihan Nai; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL, 2022)

YNU-HPCC at SemEval-2022 Task 6: Transformer-based Model for Intended Sarcasm Detection in English and Arabic. - Guangmin Zheng 001; Jin Wang 008; Xuejie Zhang 002 (SemEval@NAACL, 2022)

Hierarchical template transformer for fine-grained sentiment controllable generation. - Li Yuan; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (Inf. Process. Manag., 2022)

Hierarchical BERT with an adaptive fine-tuning strategy for document classification. - Jun Kong 003; Jin Wang 008; Xuejie Zhang 002 (Knowl. Based Syst., 2022)

Contextual sentiment embeddings via bi-directional GRU language model. - Jin Wang 008; You Zhang 002; Liang-Chih Yu; Xuejie Zhang 002 (Knowl. Based Syst., 2022)

Explainable detection of adverse drug reaction with imbalanced data distribution. - Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (PLoS Comput. Biol., 2022)

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues. - Ruijun Chen 001; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (AAAI, 2023)

Domain Generalization via Switch Knowledge Distillation for Robust Review Representation. - You Zhang 002; Jin Wang 008; Liang-Chih Yu; Dan Xu 001; Xuejie Zhang 002 (ACL (Findings), 2023)

FedID: Federated Interactive Distillation for Large-Scale Pretraining Language Models. - Xinge Ma; Jiangming Liu; Jin Wang 008; Xuejie Zhang 002 (EMNLP, 2023)

Contrastive Learning with Soft Negative Sampling for Visual Word Sense Disambiguation. - YuShuo Zhou; You Zhang 002; Jin Wang 008 (JCRAI, 2023)

Semantic Candidate Retrieval for Few-Shot Entity Linking. - Jianyong Chen; Jiangming Liu; Jin Wang 008; Xuejie Zhang 002 (NLPCC (3), 2023)

Consistent Solutions for Optimizing Search Space of Beam Search. - Yehui Xu; Sihui Li; Chujun Pu; Jin Wang 008; Xiaobing Zhou (NLPCC (3), 2023)

Knowledge Graph Completing with Dual Confrontation Learning Model based on Variational Information Bottleneck Method. - Song Han; Zhengyi Guan; Sihui Li; Jin Wang 008; Xiaobing Zhou (QRS, 2023)

YNU-HPCC at SemEval-2023 Task 6: LEGAL-BERT Based Hierarchical BiLSTM with CRF for Rhetorical Roles Prediction. - Yu Chen; You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (SemEval@ACL, 2023)

YNU-HPCC at WASSA 2023: Using Text-Mixed Data Augmentation for Emotion Classification on Code-Mixed Text Message. - Xuqiao Ran; You Zhang 002; Jin Wang 008; Dan Xu 001; Xuejie Zhang 002 (WASSA@ACL, 2023)

Interactive capsule network for implicit sentiment analysis. - Yanjun Qian; Jin Wang 008; Dawei Li; Xuejie Zhang 002 (Appl. Intell., 2023)

Decoupled variational autoencoder with interactive attention for affective text generation. - Ruijun Chen 001; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (Eng. Appl. Artif. Intell., 2023)

Causal representation for few-shot text classification. - Maoqin Yang; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (Appl. Intell., 2023)

An adversarial training-based mutual information constraint method. - Renyuan Liu; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (Appl. Intell., 2023)

Graphs get personal: learning representation with contextual pretraining for collaborative filtering. - Tiesunlong Shen; You Zhang 002; Jin Wang 008; Xuejie Zhang 002 (Appl. Intell., 2023)

Personalized LoRA for Human-Centered Text Understanding. - You Zhang 002; Jin Wang 008; Liang-Chih Yu; Dan Xu 001; Xuejie Zhang 002 (AAAI, 2024)

Zero-Shot Cross-Domain Dialogue State Tracking via Dual Low-Rank Adaptation. - Xiang Luo 003; Zhiwen Tang; Jin Wang 008; Xuejie Zhang 002 (ACL (1), 2024)

Instruction Tuning with Retrieval-based Examples Ranking for Aspect-based Sentiment Analysis. - Guangmin Zheng 001; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (ACL (Findings), 2024)

DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues. - Xiang Luo 003; Zhiwen Tang; Jin Wang 008; Xuejie Zhang 002 (LREC/COLING, 2024)

Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization. - You Zhang 002; Jin Wang 008; Liang-Chih Yu; Dan Xu 001; Xuejie Zhang 002 (LREC/COLING, 2024)

Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling. - Guangmin Zheng 001; Jin Wang 008; Xiaobing Zhou; Xuejie Zhang 002 (LREC/COLING, 2024)

Decoupling Control in Text-to-Image Diffusion Models. - Shitong Cao; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (ICIC (7), 2024)

Learning Defendant-aware Label Representation for Multi-Defendant Charge Prediction. - Yu Chen; You Zhang 002; Jin Wang 008; Dan Xu 001; Xuejie Zhang 002 (IJCNN, 2024)

Hierarchical Differential Amplifier Contrastive Learning for Semi-supervised Extractive Summarization. - Jiankuo Li; Xuejie Zhang 002; Jin Wang 008; Shitong Cao; Xiaobing Zhou (IJCNN, 2024)

LoRA-Enhanced Language Alignments for Robust Code-Mixed Text Representation. - Xuqiao Ran; You Zhang 002; Jin Wang 008; Dan Xu 001; Xuejie Zhang 002 (IJCNN, 2024)

Disagreement Evaluation of Solutions for Math Word Problem. - Yehui Xu; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (ECML/PKDD (5), 2024)

Layerwised multimodal knowledge distillation for vision-language pretrained model. - Jin Wang 008; Dawei Liao; You Zhang 002; Dan Xu 001; Xuejie Zhang 002 (Neural Networks, 2024)

Encoding Syntactic Information into Transformers for Aspect-Based Sentiment Triplet Extraction. - Li Yuan; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (IEEE Trans. Affect. Comput., 2024)

Adaptive Ensemble Self-Distillation With Consistent Gradients for Fast Inference of Pretrained Language Models. - Jun Kong 003; Jin Wang 008; Xuejie Zhang 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Multimodality Self-distillation for Fast Inference of Vision and Language Pretrained Models. - Jun Kong 003; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (IEEE Trans. Multim., 2024)

Debiased momentum contrastive learning for multimodal video similarity measures. - Kuanghong Liu; Jin Wang 008; Xuejie Zhang 002 (Neurocomputing, 2024)

Syntactic Graph Attention Network for Aspect-Level Sentiment Analysis. - Li Yuan; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (IEEE Trans. Artif. Intell., 2024)

A machine reading comprehension model with counterfactual contrastive learning for emotion-cause pair extraction. - Hanjie Mai; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (Knowl. Inf. Syst., 2024)

Attribute-Based Injection Transformer for Personalized Sentiment Analysis. - You Zhang 002; Jin Wang 008; Liang-Chih Yu; Dan Xu 001; Xuejie Zhang 002 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain Adaptation. - Kuanghong Liu; Jin Wang 008; Kangjian He; Dan Xu 001; Xuejie Zhang 002 (AAAI, 2025)

Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks. - Weijie Li; Jin Wang 008; Liang-Chih Yu; Xuejie Zhang 002 (COLING, 2025)

Reasoning with Trees: Faithful Question Answering over Knowledge Graph. - Tiesunlong Shen; Jin Wang 008; Xuejie Zhang 002; Erik Cambria (COLING, 2025)

Hop-level Direct Preference Optimization for Knowledge Graph Reasoning with Trees. - Tiesunlong Shen; Jin Wang 008; Xuejie Zhang 002; Erik Cambria (ICASSP, 2025)

Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees. - Tiesunlong Shen; Rui Mao 010; Jin Wang 008; Xuejie Zhang 002; Erik Cambria (SIGIR, 2025)

TopoDiff: Training-free image generation with topological layout control. - Shitong Cao; Xuejie Zhang 002; Jin Wang 008; Xiaobing Zhou (Expert Syst. Appl., 2025)

Parameter-efficient online knowledge distillation for pretrained language models. - Yukun Wang; Jin Wang 008; Xuejie Zhang 002 (Expert Syst. Appl., 2025)

Insight at the right spot: Provide decisive subgraph information to Graph LLM with reinforcement learning. - Tiesunlong Shen; Erik Cambria; Jin Wang 008; Yi Cai; Xuejie Zhang 002 (Inf. Fusion, 2025)

Knowledge distillation via adaptive meta-learning for graph neural network. - Tiesunlong Shen; Jin Wang 008; Xuejie Zhang 002 (Inf. Sci., 2025)

Heterogeneous federated distillation with mutual information maximization for medical relation extraction. - Jin Wang 008; Jiaxu Dao; You Zhang 002; Dan Xu 001; Xuejie Zhang 002 (Inf. Sci., 2025)

Distilling vision-language pre-training models with modality-specific meta-learning. - Xinge Ma; Jin Wang 008; Xuejie Zhang 002 (Knowl. Based Syst., 2025)

Sample-aware Adaptive Structured Pruning for Large Language Models. - Jun Kong 003; Xinge Ma; Jin Wang 008; Xuejie Zhang 002 (CoRR, 2025)