Heyan Huang

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 348

Top Venues

Publications

Tian Lan, Deng Cai, Yan Wang, Yixuan Su, Heyan Huang, Xian-Ling Mao
Exploring Dense Retrieval for Dialogue Response Selection. ACM Trans. Inf. Syst. 42 (3) (2024)
Zewen Chi, Heyan Huang, Luyang Liu, Yu Bai, Xiaoyan Gao, Xian-Ling Mao
Can Pretrained English Language Models Benefit Non-English NLP Systems in Low-Resource Scenarios? IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. CoRR (2024)
Tian Lan, Wenwei Zhang, Chen Xu, Heyan Huang, Dahua Lin, Kai Chen, Xianling Mao
CriticBench: Evaluating Large Language Models as Critic. CoRR (2024)
Heng-Da Xu, Xian-Ling Mao, Puhai Yang, Fanshu Sun, Heyan Huang
Rethinking Task-Oriented Dialogue Systems: From Complex Modularity to Zero-Shot Autonomous Agent. ACL (1) (2024)
Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao
Mix-Initiative Response Generation with Dynamic Prefix Tuning. NAACL-HLT (2024)
Yizhe Yang, Palakorn Achananuparp, Heyan Huang, Jing Jiang, Ee-Peng Lim
Speaker Verification in Agent-generated Conversations. ACL (1) (2024)
Wenjin Ji, Xianling Mao, Jinyu Liu, Rongcheng Tu, Heyan Huang
Data-Focus Proxy Hashing. CSCWD (2024)
Yongxiu Xu, Hao Xu, Heyan Huang, Shiyao Cui, Minghao Tang, Longzheng Wang, Hongbo Xu
An Effective Span-based Multimodal Named Entity Recognition with Consistent Cross-Modal Alignment. LREC/COLING (2024)
Yu Bai, Xiyuan Zou, Heyan Huang, Sanxing Chen, Marc-Antoine Rondeau, Yang Gao, Jackie Chi Kit Cheung
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling. CoRR (2024)
Jiashu Yao, Heyan Huang, Zeming Liu, Yuhang Guo
Deterministic Reversible Data Augmentation for Neural Machine Translation. CoRR (2024)
Puhai Yang, Heyan Huang, Shumin Shi, Xian-Ling Mao
STN4DST: A Scalable Dialogue State Tracking Based on Slot Tagging Navigation. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Cunhan Guo, Heyan Huang
CoFiNet: Unveiling Camouflaged Objects with Multi-Scale Finesse. CoRR (2024)
Runheng Liu, Xingchen Xiao, Heyan Huang, Zewen Chi, Zhijing Wu
FlashBack: Efficient Retrieval-Augmented Language Modeling for Long Context Inference. CoRR (2024)
Yi-Fan Lu, Xian-Ling Mao, Bo Wang, Xiao Liu, Heyan Huang
EXCEEDS: Extracting Complex Events as Connecting the Dots to Graphs in Scientific Domain. CoRR (2024)
Jinta Weng, Yue Hu, Heyan Huang
LPSA: Online educational video evaluation considering cognitive and teaching style. Comput. Appl. Eng. Educ. 32 (1) (2024)
Zhendong Chen, Fuzhen Zhuang, Lejian Liao, Meihuizi Jia, Jiaqi Li, Heyan Huang
A syntactic multi-level interaction network for rumor detection. Neural Comput. Appl. 36 (4) (2024)
Heyan Huang, Yinghao Li, Huashan Sun, Yu Bai, Yang Gao
How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment. CoRR (2024)
Ping Guo, Yubing Ren, Yue Hu, Yunpeng Li, Jiarui Zhang, Xingsheng Zhang, Heyan Huang
Teaching Large Language Models to Translate on Low-resource Languages with Textbook Prompting. LREC/COLING (2024)
Hongli Mao, Xian-Ling Mao, Hanlin Tang, Yuming Shang, Heyan Huang
Span Graph Transformer for Document-Level Named Entity Recognition. AAAI (2024)
Tian Lan, Xian-Ling Mao, Wei Wei, Xiaoyan Gao, Heyan Huang
Towards Efficient Coarse-grained Dialogue Response Selection. ACM Trans. Inf. Syst. 42 (2) (2024)
Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Yang Gao, Heyan Huang
MindLLM: Lightweight large language model pre-training, evaluation and domain application. AI Open 5 (2024)
Fanshu Sun, Heyan Huang, Puhai Yang, Heng-Da Xu, Xianling Mao
Out-of-scope intent detection with intent-invariant data augmentation. Knowl. Based Syst. 283 (2024)
Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao
Word Matters: What Influences Domain Adaptation in Summarization? ACL (1) (2024)
Yu Bai, Heyan Huang, Cesare Spinoso Di Piano, Marc-Antoine Rondeau, Sanxing Chen, Yang Gao, Jackie Chi Kit Cheung
Analyzing Task-Encoding Tokens in Large Language Models. CoRR (2024)
Heyan Huang, Changsen Yuan, Qian Liu, Yixin Cao
Document-level Relation Extraction via Separate Relation Representation and Logical Reasoning. ACM Trans. Inf. Syst. 42 (1) (2024)
Zhendong Chen, Siu Cheung Hui, Fuzhen Zhuang, Lejian Liao, Meihuizi Jia, Jiaqi Li, Heyan Huang
A syntactic evidence network model for fact verification. Neural Networks 178 (2024)
Jiawei Li, Yizhe Yang, Yu Bai, Xiaofeng Zhou, Yinghao Li, Huashan Sun, Yuhang Liu, Xingpeng Si, Yuhao Ye, Yixiao Wu, Yiguan Lin, Bin Xu, Ren Bowen, Chong Feng, Yang Gao, Heyan Huang
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey. ACL (1) (2024)
Cunhan Guo, Heyan Huang, Yanghao Zhou
Enhance audio-visual segmentation with hierarchical encoder and audio guidance. Neurocomputing 594 (2024)
Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao
SciMRC: Multi-perspective Scientific Machine Reading Comprehension. LREC/COLING (2024)
Yizhe Yang, Heyan Huang, Yang Gao, Jiawei Li
Building knowledge-grounded dialogue systems with graph-based semantic modelling. Knowl. Based Syst. 298 (2024)
Ping Wu, Heyan Huang, Zhengyang Liu
Online Sequential Decision-Making with Unknown Delays. CoRR (2024)
Heyan Huang, Yi-Kun Tang, Xuewen Shi, Xian-Ling Mao
Dependency-Aware Neural Topic Model. Inf. Process. Manag. 61 (1) (2024)
Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xian-Ling Mao
Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling. WWW (2024)
Bo Wang, Heyan Huang, Yixin Cao, Jiahao Ying, Wei Tang, Chong Feng
QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism. CoRR (2024)
Jiashu Yao, Heyan Huang, Zeming Liu, Yuhang Guo
Deterministic Reversible Data Augmentation for Neural Machine Translation. ACL (Findings) (2024)
Xiaofeng Zhou, Heyan Huang, Zewen Chi, Mucheng Ren, Yang Gao
RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation. Inf. Process. Manag. 61 (4) (2024)
Ping Guo, Yue Hu, Yanan Cao, Yubing Ren, Yunpeng Li, Heyan Huang
Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience. WWW (2024)
Changsen Yuan, Heyan Huang, Yixin Cao, Qianwen Cao
Screening through a broad pool: Towards better diversity for lexically constrained text generation. Inf. Process. Manag. 61 (2) (2024)
Ping Guo, Yubing Ren, Yue Hu, Yanan Cao, Yunpeng Li, Heyan Huang
Steering Large Language Models for Cross-lingual Information Retrieval. SIGIR (2024)
Ping Wu, Heyan Huang, Zhengyang Liu
Online Sequential Decision-Making with Unknown Delays. WWW (2024)
Heyan Huang, Puhai Yang, Wei Wei, Shumin Shi, Xian-Ling Mao
OSTOD: One-Step Task-Oriented Dialogue with activated state and retelling response. Knowl. Based Syst. 293 (2024)
Shuheng Wang, Shumin Shi, Heyan Huang
Alleviating repetitive tokens in non-autoregressive machine translation with unlikelihood training. Soft Comput. 28 (5) (2024)
Le Zhuo, Zewen Chi, Minghao Xu, Heyan Huang, Jianan Zhao, Heqi Zheng, Conghui He, Xian-Ling Mao, Wentao Zhang
ProtLLM: An Interleaved Protein-Language LLM with Protein-as-Word Pre-Training. ACL (1) (2024)
Yinghao Li, Siyu Miao, Heyan Huang, Yang Gao
Word Matters: What Influences Domain Adaptation in Summarization? CoRR (2024)
Heng-Da Xu, Xian-Ling Mao, Puhai Yang, Fanshu Sun, Heyan Huang
Cross-domain coreference modeling in dialogue state tracking with prompt learning. Knowl. Based Syst. 283 (2024)
Zhendong Chen, Siu Cheung Hui, Lejian Liao, Heyan Huang
SSRI-Net: Subthreads Stance-Rumor Interaction Network for rumor verification. Neurocomputing 583 (2024)
Tian-Yi Che, Xian-Ling Mao, Tian Lan, Heyan Huang
A Hierarchical Context Augmentation Method to Improve Retrieval-Augmented LLMs on Scientific Papers. KDD (2024)
Yuxiang Nie, Heyan Huang, Xian-Ling Mao, Lizi Liao
Mix-Initiative Response Generation with Dynamic Prefix Tuning. CoRR (2024)
Yizhe Yang, Heyan Huang, Palakorn Achananuparp, Jing Jiang, Ee-Peng Lim
Speaker Verification in Agent-Generated Conversations. CoRR (2024)
Youchao Zhou, Heyan Huang, Zhijing Wu
Boosting legal case retrieval by query content selection with large language models. CoRR (2023)
Qianwen Cao, Heyan Huang
Video Visual Relation Detection With Contextual Knowledge Embedding. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Qian Liu, Xiubo Geng, Heyan Huang, Tao Qin, Jie Lu, Daxin Jiang
MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao
Copy Is All You Need. CoRR (2023)
Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications. CoRR (2023)
Huaping Xu, Xiaoning Jia, Libo Cheng, Heyan Huang
Affine non-local Bayesian image denoising algorithm. Vis. Comput. 39 (1) (2023)
Jinta Weng, Donghao Li, Yifan Deng, Jie Zhang, Yue Hu, Heyan Huang
Instance-Aware and Semantic-Guided Prompt for Few-Shot Learning in Large Language Models. ICONIP (12) (2023)
Shuheng Wang, Heyan Huang, Shumin Shi
Incorporating history and future into non-autoregressive machine translation. Comput. Speech Lang. 77 (2023)
Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. EMNLP (2023)
Bo Wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang Wang, Dawei Yin
Boosting Event Extraction with Denoised Structure-to-Text Augmentation. CoRR (2023)
Rong-Cheng Tu, Xian-Ling Mao, Wenjin Ji, Wei Wei, Heyan Huang
Data-Aware Proxy Hashing for Cross-modal Retrieval. SIGIR (2023)
Qianwen Cao, Heyan Huang, Minpeng Liao, Xianling Mao
Ada-SwinBERT: Adaptive Token Selection for Efficient Video Captioning with Online Self-Distillation. ICME (2023)
Yongxiu Xu, Heyan Huang, Yue Hu
S2F-NER: Exploring Sequence-to-Forest Generation for Complex Entity Recognition. CoRR (2023)
Cunhan Guo, Heyan Huang
GLEFFN: A Global-Local Event Feature Fusion Network for Micro-Expression Recognition. FME@MM (2023)
Heyan Huang, Xiao Liu, Ge Shi, Qian Liu
Event Extraction With Dynamic Prefix Tuning and Relevance Retrieval. IEEE Trans. Knowl. Data Eng. 35 (10) (2023)
Yuming Shang, Heyan Huang, Xin Sun, Wei Wei, Xian-Ling Mao
Learning Relation Ties with a Force-Directed Graph in Distant Supervised Relation Extraction. ACM Trans. Inf. Syst. 41 (1) (2023)
Jinta Weng, Jiarui Zhang, Yue Hu, Daidong Fa, Xiaofeng Xu, Heyan Huang
Helping Language Models Learn More: Multi-Dimensional Task Prompt for Few-shot Tuning. SMC (2023)
Xuewen Shi, Heyan Huang, Ping Jian, Yi-Kun Tang
Approximating to the Real Translation Quality for Neural Machine Translation via Causal Motivated Methods. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao
AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking. CoRR (2023)
Jinta Weng, Haoyu Dong, Yifan Deng, Yue Hu, Hao Wu, Heyan Huang
Personalized Educational Video Evaluation Combining Student's Cognitive and Teaching Style. SMC (2023)
Rong-Cheng Tu, Xian-Ling Mao, Kevin Qinghong Lin, Chengfei Cai, Weize Qin, Wei Wei, Hongfa Wang, Heyan Huang
Unsupervised Hashing with Semantic Concept Mining. Proc. ACM Manag. Data 1 (1) (2023)
Bo Wang, Heyan Huang, Xiaochi Wei, Ge Shi, Xiao Liu, Chong Feng, Tong Zhou, Shuaiqiang Wang, Dawei Yin
Boosting Event Extraction with Denoised Structure-to-Text Augmentation. ACL (Findings) (2023)
Qianwen Cao, Heyan Huang, Mucheng Ren, Changsen Yuan
Concept-Enhanced Relation Network for Video Visual Relation Inference. IEEE Trans. Circuits Syst. Video Technol. 33 (5) (2023)
Jinta Weng, Jiarui Zhang, Yue Hu, Daidong Fa, Xiaofeng Xuand, Heyan Huang
Helping Language Models Learn More: Multi-dimensional Task Prompt for Few-shot Tuning. CoRR (2023)
Yi-Kun Tang, Heyan Huang, Xuewen Shi, Xian-Ling Mao
Neural Variational Gaussian Mixture Topic Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (4) (2023)
Yifan Deng, Xingsheng Zhang, Heyan Huang, Yue Hu
Towards Faithful Dialogues via Focus Learning. ACL (1) (2023)
Zewen Chi, Heyan Huang, Xian-Ling Mao
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL (Findings) (2023)
Xiaofeng Li, Heyan Huang
An IoT-Based Intelligent Selection of Multidomain Feature for Smart Healthcare Using Reinforcement Learning in Schizophrenia. IEEE Internet Things J. 10 (21) (2023)
Hao You, Heyan Huang, Yue Hu, Yongxiu Xu
Multi-hop Reading Comprehension Learning Method Based on Answer Contrastive Learning. KSEM (4) (2023)
Xiao Zhang, Heqi Zheng, Yuxiang Nie, Heyan Huang, Xian-Ling Mao
SciMRC: Multi-perspective Scientific Machine Reading Comprehension. CoRR (2023)
Jiarui Zhang, Heyan Huang, Yue Hu, Ping Guo, Yuqiang Xie
Importance-Based Neuron Selective Distillation for Interference Mitigation in Multilingual Neural Machine Translation. KSEM (4) (2023)
Changsen Yuan, Yixin Cao, Heyan Huang
Collective prompt tuning with relation inference for document-level relation extraction. Inf. Process. Manag. 60 (5) (2023)
Yuxiang Nie, Heyan Huang, Wei Wei, Xian-Ling Mao
AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking. ACL (Findings) (2023)
Jia-Nan Guo, Xian-Ling Mao, Tian Lan, Rongxin Tu, Wei Wei, Heyan Huang
LASH: Large-Scale Academic Deep Semantic Hashing. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Shuheng Wang, Heyan Huang, Shumin Shi
Better Localness for Non-Autoregressive Transformer. ACM Trans. Asian Low Resour. Lang. Inf. Process. 22 (5) (2023)
Zhendong Chen, Fuzhen Zhuang, Lejian Liao, Meihuizi Jia, Jiaqi Li, Heyan Huang
Effectively Modeling Sentence Interactions With Factorization Machines for Fact Verification. IEEE Intell. Syst. 38 (5) (2023)
Tian Lan, Deng Cai, Yan Wang, Heyan Huang, Xian-Ling Mao
Copy is All You Need. ICLR (2023)
Hao Wang, Jing-Jing Zhu, Wei Wei, Heyan Huang, Xian-Ling Mao
FGCS: A Fine-Grained Scientific Information Extraction Dataset in Computer Science Domain. NLPCC (2) (2023)
Youchao Zhou, Heyan Huang, Zhijing Wu
Boosting legal case retrieval by query content selection with large language models. SIGIR-AP (2023)
Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang
TemplateGEC: Improving Grammatical Error Correction with Detection Template. ACL (1) (2023)
Chenghao Wu, Shumin Shi, Jiaxing Hu, Heyan Huang
Knowledge-enriched joint-learning model for implicit emotion cause extraction. CAAI Trans. Intell. Technol. 8 (1) (2023)
Xiao Zhang, Heyan Huang, Zewen Chi, Xian-Ling Mao
Bridging The Gap: Entailment Fused-T5 for Open-retrieval Conversational Machine Reading Comprehension. ACL (1) (2023)
Rong-Cheng Tu, Xian-Ling Mao, Rongxin Tu, Bin-Bin Bian, Chengfei Cai, Hongfa Wang, Wei Wei, Heyan Huang
Deep Cross-Modal Proxy Hashing. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Yuxiang Zhou, Lejian Liao, Yang Gao, Rui Wang, Heyan Huang
TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification. IEEE Trans. Neural Networks Learn. Syst. 34 (1) (2023)
Zewen Chi, Heyan Huang, Xian-Ling Mao
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification. CoRR (2023)
Zhijing Wu, Jiaxin Mao, Kedi Xu, Dandan Song, Heyan Huang
A Passage-Level Reading Behavior Model for Mobile Search. WWW (2023)
Jia-Nan Guo, Xian-Ling Mao, Wei Wei, Heyan Huang
Intra-Category Aware Hierarchical Supervised Document Hashing. IEEE Trans. Knowl. Data Eng. 35 (6) (2023)
Changsen Yuan, Heyan Huang, Yixin Cao, Yonggang Wen
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction. ACL (1) (2023)
Rong-Cheng Tu, Xian-Ling Mao, Qinghong Lin, Wenjin Ji, Weize Qin, Wei Wei, Heyan Huang
Unsupervised Cross-Modal Hashing via Semantic Text Mining. IEEE Trans. Multim. 25 (2023)
Yizhe Yang, Heyan Huang, Yihang Liu, Yang Gao
Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue. CoRR (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heyan Huang