Yuxin Huang

80 papers A* 5A 3B 2Misc 2Journal 51Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A multi-dimensional instance weighting and dynamically supervised signal selection method for low-resource cross-lingual summarization.
Expert Syst. Appl.
Yongbing Zhang, Fang Nan, Shengxiang Gao, Yuxin Huang, Kaiwen Tan, Zhengtao Yu
2026 J jnl
Automatic Chinese rhetorical figure identification: a character-level multi-dimensional feature collaboration mechanism.
Int. J. Mach. Learn. Cybern.
Kai Zhang, Su Dong, Juxiang Hu, Yuxin Huang, Zhengtao Yu, Jianshe Zhou, Fuji Ren
2026 J jnl
Chinese and Vietnamese bilingual news topic discovery via association graph clustering.
Frontiers Comput. Sci.
Xiao-Cong Wang, Peili Tang, Yuxin Huang, Shengxiang Gao, Zhengtao Yu
2026 A* conf
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation.
AAAI
Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu
2026 J jnl
Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation.
CoRR
Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu
2026 J jnl
Improving cross-lingual dependency parsing via LLM-based transferring and self-optimizing synthetic data augmentation.
Expert Syst. Appl.
Jianjian Liu, Ying Li, Zhengtao Yu, Yuxin Huang, Shengxiang Gao
2026 J jnl
Personalized federated multilingual machine translation with multi-level knowledge fusion.
Int. J. Mach. Learn. Cybern.
Cunli Mao, Yifei Luan, Zhenhan Wang, Yuxin Huang, Zhengtao Yu, Shengxiang Gao
2026 A* conf
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement.
AAAI
Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, Jingbo Zhu
2025 J jnl
3A-COT: an attend-arrange-abstract chain-of-thought for multi-document summarization.
Int. J. Mach. Learn. Cybern.
Yongbing Zhang, Shengxiang Gao, Yuxin Huang, Zhengtao Yu, Kaiwen Tan
2025 A* conf
3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction.
EMNLP
Longxuan Ma, Xiao Wu, Yuxin Huang, Shengxiang Gao, Zhengtao Yu
2025 — conf
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model.
NAACL (Long Papers)
Shengxiang Gao, Fang Nan, Yongbing Zhang, Yuxin Huang, Kaiwen Tan, Zhengtao Yu
2025 J jnl
Adaptive multimodal prompt-tuning model for few-shot multimodal sentiment analysis.
Int. J. Mach. Learn. Cybern.
Yan Xiang, Anlan Zhang, Junjun Guo, Yuxin Huang
2025 J jnl
Adversarial dual decision-based model for event-related opinion sentence recognition.
Multim. Tools Appl.
Yan Xiang, Yuan Qin, Zhengtao Yu, Yuxin Huang
2025 — conf
CRAF: Cross-Modal Representation Alignment and Fusion for Speech Translation.
CCL
Zhenbei Guo, Wenzhou Wu, Hua Lai, Yan Xiang, Yuxin Huang, Zhengtao Yu
2025 J jnl
Concept-driven representation learning model for knowledge graph completion.
Expert Syst. Appl.
Yan Xiang, Hongguang He, Zhengtao Yu, Yuxin Huang
2025 A* conf
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing.
AAAI
Jianjian Liu, Zhengtao Yu, Ying Li, Yuxin Huang, Shengxiang Gao
2025 J jnl
EFGCLS: A Cross-Lingual Summarization Method Based on Element Fact-Relationship Generation.
IEICE Trans. Inf. Syst.
Yuxin Huang, Jiushun Ma, Tianxu Li, Zhengtao Yu, Yantuan Xian, Yan Xiang
2025 J jnl
Element relational graph-augmented multi-granularity contextualized encoding for document-level event role filler extraction.
Frontiers Comput. Sci.
Enchang Zhu, Zhengtao Yu, Yuxin Huang, Shengxiang Gao, Yantuan Xian
2025 J jnl
Enhanced Chinese-Vietnamese Cross-Language Event Detection via Aligned Knowledge Event Graph.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Yuxin Huang, Yuanlin Yang, Zhengtao Yu, Yantuan Xian, Yan Xiang
2025 — conf
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition.
EMNLP (Findings)
Yang Chen, Shuwan Yang, Yan Xiang, Ran Song, Yuxin Huang, Zhengtao Yu
2025 — conf
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation.
ACL (Findings)
Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025 J jnl
Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation.
CoRR
Yuhao Zhang, Xiangnan Ma, Kaiqi Kou, Peizhuo Liu, Weiqiao Shan, Benyou Wang, Tong Xiao, Yuxin Huang, Zhengtao Yu, Jingbo Zhu
2025 J jnl
MRGSEM-Sum: An Unsupervised Multi-document Summarization Framework based on Multi-Relational Graphs and Structural Entropy Minimization.
CoRR
Yongbing Zhang, Fang Nan, Shengxiang Gao, Yuxin Huang, Kaiwen Tan, Zhengtao Yu
2025 — conf
Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding.
EMNLP (Findings)
Jianjian Liu, Ying Li, Zhengtao Yu, Shun Su, Shengxiang Gao, Yuxin Huang
2025 — conf
Multilingual Generative Retrieval via Cross-lingual Semantic Compression.
EMNLP (Findings)
Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu
2025 J jnl
Multilingual Generative Retrieval via Cross-lingual Semantic Compression.
CoRR
Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu
2025 J jnl
PTEKC: pre-training with event knowledge of ConceptNet for cross-lingual event causality identification.
Int. J. Mach. Learn. Cybern.
Enchang Zhu, Zhengtao Yu, Yuxin Huang, Shengxiang Gao, Yantuan Xian
2025 J jnl
Robust speech recognition method based on dense time-frequency convolution and bispectral refinement enhancement.
Int. J. Mach. Learn. Cybern.
Wenjun Wang, Ling Dong, Zhengtao Yu, Yuxin Huang, Shangbin Mo, Linqing Wang
2025 — conf
SAGEC: Syntax-Aware Grammatical Error Correction with Retrieval-Augmented Generation.
NLPCC (2)
Xiao Liu, Shichang Zhu, Ying Li, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang
2025 A* conf
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models.
AAAI
Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong
2025 J jnl
SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models.
CoRR
Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong
2025 J jnl
SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement.
CoRR
Yuan Ge, Junxiang Zhang, Xiaoqian Liu, Bei Li, Xiangnan Ma, Chenglong Wang, Kaiyang Ye, Yangfan Du, Linfeng Zhang, Yuxin Huang, Tong Xiao, Zhengtao Yu, Jingbo Zhu
2025 J jnl
Salient event detection via hypergraph convolutional network with cross-view self-supervised learning.
Neurocomputing
Enchang Zhu, Zhengtao Yu, Yuxin Huang, Shengxiang Gao, Yantuan Xian
2025 J jnl
Semantic Feature Graph Consistency with Contrastive Cluster Assignments for Multilingual Document Clustering.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Teng Sun, Zhenqiu Shu, Yuxin Huang, Hongbin Wang, Zhengtao Yu
2025 — conf
Topology-Aware Gated Graph Neural Network for Social Bot Detection.
IJCNLP-AACL (long papers)
Pi Jiebin, Yantuan Xian, Yuxin Huang, Yan Xiang, Ran Song, Zhengtao Yu
2025 J jnl
Unified Neural Lexical Analysis Via Two-Stage Span Tagging.
CAAI Trans. Intell. Technol.
Yantuan Xian, Yefen Zhu, Zhentao Yu, Yuxin Huang, Junjun Guo, Yan Xiang
2025 B conf
Unsupervised Timeline Summarization via Time-Aware Graph Structural Entropy Minimization.
IEEE Big Data
Fan Peng, Yantuan Xian, Hongbin Wang, Yuxin Huang, Ran Song, Zhengtao Yu
2025 A conf
VFFG-CL: Virtual Fusion Feature Generation with Curriculum Learning for Missing-Modality Emotion Recognition.
ICME
Xiaolan Tang, Yan Xiang, Zhengtao Yu, Yuxin Huang
2025 Misc conf
Voice Conversion via Structural Entropy.
ICASSP
Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Ling Dong, Yuxin Huang
2024 J jnl
A Cross-Lingual Summarization method based on cross-lingual Fact-relationship Graph Generation.
Pattern Recognit.
Yongbing Zhang, Shengxiang Gao, Yuxin Huang, Kaiwen Tan, Zhengtao Yu
2024 J jnl
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model.
CoRR
Shengxiang Gao, Fang Nan, Yongbing Zhang, Yuxin Huang, Kaiwen Tan, Zhengtao Yu
2024 J jnl
Augmenting Low-Resource Cross-Lingual Summarization with Progression-Grounded Training and Prompting.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Jiushun Ma, Yuxin Huang, Linqin Wang, Xiang Huang, Hao Peng, Zhengtao Yu, Philip S. Yu
2024 Misc conf
DETS: End-to-End Single-Stage Text-to-Speech Via Hierarchical Diffusion Gan Models.
ICASSP
Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang
2024 A conf
DGSRN: Noise-Robust Speech Recognition Method with Dual-Path Gated Spectral Refinement Network.
INTERSPEECH
Wenjun Wang, Shangbin Mo, Ling Dong, Zhengtao Yu, Junjun Guo, Yuxin Huang
2024 — conf
Enhancing Cross-Lingual Topic-Essay Generation with Knowledge and Topic Consistency Constraints.
NLPCC (4)
Huailing Gu, Yuxin Huang, Zhengtao Yu, Cunli Mao
2024 J jnl
Enhancing low-resource cross-lingual summarization from noisy data with fine-grained reinforcement learning.
Frontiers Inf. Technol. Electron. Eng.
Yuxin Huang, Huailing Gu, Zhengtao Yu, Yumeng Gao, Tong Pan, Jialong Xu
2024 J jnl
Generation and Recombination for Multifocus Image Fusion With Free Number of Inputs.
IEEE Trans. Circuits Syst. Video Technol.
Huafeng Li, Dan Wang, Yuxin Huang, Yafei Zhang, Zhengtao Yu
2024 J jnl
Inherit or discard: learning better domain-specific child networks from the general domain for multi-domain NMT.
Int. J. Mach. Learn. Cybern.
Jinlei Xu, Yonghua Wen, Yan Xiang, Shuting Jiang, Yuxin Huang, Zhengtao Yu
2024 J jnl
Integrating Event Elements for Chinese-Vietnamese Cross-Lingual Event Retrieval.
IEICE Trans. Inf. Syst.
Yuxin Huang, Yuanlin Yang, Enchang Zhu, Yin Liang, Yantuan Xian
2024 A conf
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR.
INTERSPEECH
Ling Dong, Zhengtao Yu, Wenjun Wang, Yuxin Huang, Shengxiang Gao, Guojiang Zhou
2024 B conf
Knowledge-Guided Reinforcement Learning for Low-Resource Unsupervised Syllabification.
IJCNN
Wenjun Wang, Ling Dong, Zhengtao Yu, Yuxin Huang, Junjun Guo, Shengxiang Gao
2024 J jnl
Multi-source domain adaptation for dependency parsing via domain-aware feature generation.
Int. J. Mach. Learn. Cybern.
Ying Li, Zhenguo Zhang, Yantuan Xian, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang
2024 — conf
Predictive Score-Guided Mixup for Medical Text Classification.
ISBRA (1)
Yuhong Pang, Yantuan Xian, Yan Xiang, Yuxin Huang
2024 J jnl
Pronunciation guided copy and correction model for ASR error correction.
Int. J. Mach. Learn. Cybern.
Ling Dong, Wenjun Wang, Zhengtao Yu, Yuxin Huang, Junjun Guo, Guojiang Zhou
2024 — conf
Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing.
EMNLP (Findings)
Ying Li, Jianjian Liu, Zhengtao Yu, Shengxiang Gao, Yuxin Huang, Cunli Mao
2024 J jnl
Semantic-aware entity alignment for low resource language knowledge graph.
Frontiers Comput. Sci.
Junfei Tang, Ran Song, Yuxin Huang, Shengxiang Gao, Zhengtao Yu
2024 J jnl
View-interactive attention information alignment-guided fusion for incomplete multi-view clustering.
Expert Syst. Appl.
Zhenqiu Shu, Yunwei Luo, Yuxin Huang, Cunli Mao, Zhengtao Yu
2024 J jnl
Zero-Shot Text Normalization via Cross-Lingual Knowledge Distillation.
IEEE ACM Trans. Audio Speech Lang. Process.
Linqin Wang, Xiang Huang, Zhengtao Yu, Hao Peng, Shengxiang Gao, Cunli Mao, Yuxin Huang, Ling Dong, Philip S. Yu
2023 J jnl
Abstractive Summary of Public Opinion News Based on Element Graph Attention.
Inf.
Yuxin Huang, Shukai Hou, Gang Li, Zhengtao Yu
2023 — conf
Chinese-Vietnamese Cross-Lingual Event Causality Identification Based on Syntactic Graph Convolution.
PRCV (7)
Enchang Zhu, Zhengtao Yu, Yuxin Huang, Yantuan Xian, Yan Xiang, Shuaishuai Zhou
2023 J jnl
Content and opinion-enhanced neural model for opinion sentence classification of Chinese microblog comments.
Int. J. Inf. Commun. Technol.
Yan Xiang, Junjun Guo, Yuxin Huang, Zhengtao Yu
2023 J jnl
Cross-lingual Sentence Embedding for Low-resource Chinese-Vietnamese Based on Contrastive Learning.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Yuxin Huang, Yin Liang, Zhaoyuan Wu, Enchang Zhu, Zhengtao Yu
2023 J jnl
Generation and Recombination for Multifocus Image Fusion with Free Number of Inputs.
CoRR
Huafeng Li, Dan Wang, Yuxin Huang, Yafei Zhang, Zhengtao Yu
2023 — conf
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling.
EMNLP (Findings)
Linqin Wang, Zhengtao Yu, Yuanzhang Yang, Shengxiang Gao, Cunli Mao, Yuxin Huang
2022 J jnl
Abstractive document summarization via multi-template decoding.
Appl. Intell.
Yuxin Huang, Zhengtao Yu, Junjun Guo, Yan Xiang, Zhiqiang Yu, Yantuan Xian
2022 J jnl
Event Graph Neural Network for Opinion Target Classification of Microblog Comments.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Yan Xiang, Zhengtao Yu, Junjun Guo, Yuxin Huang, Yantuan Xian
2022 J jnl
Exploiting comments information to improve legal public opinion news abstractive summarization.
Frontiers Comput. Sci.
Yuxin Huang, Zhengtao Yu, Yan Xiang, Zhiqiang Yu, Junjun Guo
2022 J jnl
Improving Chinese-Vietnamese Neural Machine Translation with Linguistic Differences.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Zhiqiang Yu, Zhengtao Yu, Yantuan Xian, Yuxin Huang, Junjun Guo
2022 J jnl
Improving thai-lao neural machine translation with similarity lexicon.
J. Intell. Fuzzy Syst.
Zhiqiang Yu, Yuxin Huang, Junjun Guo
2022 J jnl
Linguistic feature template integration for Chinese-Vietnamese neural machine translation.
Frontiers Comput. Sci.
Zhiqiang Yu, Yantuan Xian, Zhengtao Yu, Yuxin Huang, Junjun Guo
2022 — conf
Representation of Chinese-Vietnamese Bilingual News Topics Based on Heterogeneous Graph.
ChineseCSCW (1)
Zhilei He, Enchang Zhu, Zhengtao Yu, Shengxiang Gao, Yuxin Huang, Linjie Xia
2021 J jnl
A Clustering Method of Case-Involved News by Combining Topic Network and Multi-Head Attention Mechanism.
Sensors
Cunli Mao, Haoyuan Liang, Zhengtao Yu, Yuxin Huang, Junjun Guo
2021 J jnl
Correlation analysis of law-related news combining bidirectional attention flow of news title and body.
J. Intell. Fuzzy Syst.
Yu Zhang, Zhengtao Yu, Cunli Mao, Yuxin Huang, Shengxiang Gao
2021 J jnl
Element graph-augmented abstractive summarization for legal public opinion news with graph transformer.
Neurocomputing
Yuxin Huang, Zhengtao Yu, Junjun Guo, Yan Xiang, Yantuan Xian
2021 — conf
Emotion Classification of COVID-19 Chinese Microblogs Based on the Emotion Category Description.
CCL
Xianwei Guo, Hua Lai, Yan Xiang, Zhengtao Yu, Yuxin Huang
2021 J jnl
Hybrid node-based tensor graph convolutional network for aspect-category sentiment classification of microblog comments.
Concurr. Comput. Pract. Exp.
Yan Xiang, Junjun Guo, Yan-Tuan Xian, Yuxin Huang, Zhengtao Yu
2020 J jnl
Efficient Low-Resource Neural Machine Translation with Reread and Feedback Mechanism.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Zhiqiang Yu, Zhengtao Yu, Junjun Guo, Yuxin Huang, Yonghua Wen
2020 J jnl
Legal public opinion news abstractive summarization by incorporating topic information.
Int. J. Mach. Learn. Cybern.
Yuxin Huang, Zhengtao Yu, Junjun Guo, Zhiqiang Yu, Yantuan Xian
2020 — conf
Transfer Learning for Chinese-Lao Neural Machine Translation with Linguistic Similarity.
CCMT
Zhiqiang Yu, Zhengtao Yu, Yuxin Huang, Junjun Guo, Zhenhan Wang, Zhibo Man
2019 — conf
Temporal Relationship Recognition of Chinese and Vietnamese Bilingual News Events Based on BLCATT.
ChineseCSCW
Jidi Wang, Junjun Guo, Zhengtao Yu, Shengxiang Gao, Yuxin Huang