Longtao Huang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 62

Top Topics

Hierarchical Reinforcement Learning

Cloud Computing

Service Composition

Top Venues

EMNLP (Findings)

Publications

Dongyang Li, Junbing Yan, Taolin Zhang, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models. CoRR (2024)
Dongyang Li, Taolin Zhang, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning. LREC/COLING (2024)
Dongyang Li, Taolin Zhang, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning. CoRR (2024)
Bingkang Shi, Xiaodan Zhang, Dehan Kong, Yulei Wu, Zongzhen Liu, Honglei Lyu, Longtao Huang
General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level. ICASSP (2024)
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Longtao Huang, Hui Xue, Wei Zhang
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models. CoRR (2024)
Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue, Jun Huang
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models. CoRR (2024)
Junbing Yan, Chengyu Wang, Taolin Zhang, Xiaofeng He, Jun Huang, Wei Zhang, Longtao Huang, Hui Xue
TRELM: Towards Robust and Efficient Pre-training for Knowledge-Enhanced Language Models. LREC/COLING (2024)
Xiaohan Yuan, Jinfeng Li, Dongxia Wang, Yuefeng Chen, Xiaofeng Mao, Longtao Huang, Hui Xue, Wenhai Wang, Kui Ren, Jingyi Wang
S-Eval: Automatic and Adaptive Test Generation for Benchmarking Safety Evaluation of Large Language Models. CoRR (2024)
Taolin Zhang, Qizhou Chen, Dongyang Li, Chengyu Wang, Xiaofeng He, Longtao Huang, Hui Xue', Jun Huang
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models. ACL (Findings) (2024)
Zhonghao Wang, Danyu Sun, Sheng Zhou, Haobo Wang, Jiapei Fan, Longtao Huang, Jiajun Bu
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise. CoRR (2024)
Qizhou Chen, Taolin Zhang, Xiaofeng He, Dongyang Li, Chengyu Wang, Longtao Huang, Hui Xue
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning. CoRR (2024)
Jinfeng Li, Yuefeng Chen, Xiangyu Liu, Longtao Huang, Rong Zhang, Hui Xue
fairBERTs: Erasing Sensitive Information Through Semantic and Fairness-aware Perturbations. CoRR (2024)
Dongyang Li, Taolin Zhang, Jiali Deng, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding. CoRR (2024)
Dongyang Li, Taolin Zhang, Jiali Deng, Longtao Huang, Chengyu Wang, Xiaofeng He, Hui Xue
UniPSDA: Unsupervised Pseudo Semantic Data Augmentation for Zero-Shot Cross-Lingual Natural Language Understanding. LREC/COLING (2024)
Ruixiang Tang, Dehan Kong, Longtao Huang, Hui Xue
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning. ACL (Findings) (2023)
Ting Ma, Longtao Huang, Qianqian Lu, Songlin Hu
KR-GCN: Knowledge-Aware Reasoning with Graph Convolution Network for Explainable Recommendation. ACM Trans. Inf. Syst. 41 (1) (2023)
Bingkang Shi, Xiaodan Zhang, Dehan Kong, Yulei Wu, Zongzhen Liu, Honglei Lyu, Longtao Huang
General Phrase Debiaser: Debiasing Masked Language Models at a Multi-Token Level. CoRR (2023)
Ting Ma, Longtao Huang, Hui Xue
Improving Hyper-relational Knowledge Graph Representation with Multi-grained Encoding. DASFAA (2) (2023)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. CoRR (2023)
Ruixiang Tang, Dehan Kong, Longtao Huang, Hui Xue
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning. CoRR (2023)
Muling Wu, Wenhao Liu, Jianhan Xu, Changze Lv, Zixuan Ling, Tianlong Li, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
Parameter Efficient Multi-task Fine-tuning by Learning to Transfer Token-wise Prompts. EMNLP (Findings) (2023)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong, Hanlu Wu, Ning Shi, Bo Yuan, Longtao Huang, Hui Xue, Zhiyuan Liu, Maosong Sun, Heng Ji
From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework. ACL (Findings) (2023)
Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun
Decoder Tuning: Efficient Language Understanding as Decoding. ACL (1) (2023)
Ting Ma, Mingming Li, Shangwen Lv, Fuqing Zhu, Longtao Huang, Songlin Hu
ContE: contextualized knowledge graph embedding for circular relations. Data Min. Knowl. Discov. 37 (1) (2023)
Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang
Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation. EMNLP (2023)
Guoyi Li, Bingkang Shi, Zongzhen Liu, Dehan Kong, Yulei Wu, Xiaodan Zhang, Longtao Huang, Honglei Lyu
Adversarial Text Generation by Search and Learning. EMNLP (Findings) (2023)
Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
Prototypical Verbalizer for Prompt-based Few-shot Tuning. ACL (1) (2022)
Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on. CoRR (2022)
Ning Shi, Bin Tang, Bo Yuan, Longtao Huang, Yewen Pu, Jie Fu, Zhouhan Lin
Text Editing as Imitation Game. EMNLP (Findings) (2022)
Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. EMNLP (2022)
Xiaohui Song, Longtao Huang, Hui Xue, Songlin Hu
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation. CoRR (2022)
Chao Lin, Zhao Li, Sheng Zhou, Shichang Hu, Jialun Zhang, Linhao Luo, Jiarun Zhang, Longtao Huang, Yuan He
RMGN: A Regional Mask Guided Network for Parser-free Virtual Try-on. IJCAI (2022)
Ning Shi, Bin Tang, Bo Yuan, Longtao Huang, Yewen Pu, Jie Fu, Zhouhan Lin
Text Editing as Imitation Game. CoRR (2022)
Xiaohui Song, Liangjun Zang, Rong Zhang, Songlin Hu, Longtao Huang
Emotionflow: Capture the Dialogue Level Emotion Transitions. ICASSP (2022)
Jiexi Liu, Dehan Kong, Longtao Huang, Dinghui Mao, Hui Xue
Multiple Instance Learning for Offensive Language Detection. EMNLP (Findings) (2022)
Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun
Decoder Tuning: Efficient Language Understanding as Decoding. CoRR (2022)
Shengyuan Hou, Jushi Kai, Haotian Xue, Bingyu Zhu, Bo Yuan, Longtao Huang, Xinbing Wang, Zhouhan Lin
Syntax-guided Localized Self-attention by Constituency Syntactic Distance. EMNLP (Findings) (2022)
Dongjie Zhang, Longtao Huang
Multimodal Knowledge Learning for Named Entity Disambiguation. EMNLP (Findings) (2022)
Ganqu Cui, Shengding Hu, Ning Ding, Longtao Huang, Zhiyuan Liu
Prototypical Verbalizer for Prompt-based Few-shot Tuning. CoRR (2022)
Shengyuan Hou, Jushi Kai, Haotian Xue, Bingyu Zhu, Bo Yuan, Longtao Huang, Xinbing Wang, Zhouhan Lin
Syntax-guided Localized Self-attention by Constituency Syntactic Distance. CoRR (2022)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. CoRR (2022)
Yangyi Chen, Hongcheng Gao, Ganqu Cui, Fanchao Qi, Longtao Huang, Zhiyuan Liu, Maosong Sun
Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP. EMNLP (2022)
Ting Ma, Shangwen Lv, Longtao Huang, Songlin Hu
HiAM: A Hierarchical Attention based Model for knowledge graph multi-hop reasoning. Neural Networks 143 (2021)
Longtao Huang, Bo Yuan, Rong Zhang, Quan Lu
Towards Linking Camouflaged Descriptions to Implicit Products in E-commerce. SIGIR (2020)
Shangwen Lv, Longtao Huang, Liangjun Zang, Wei Zhou, Jizhong Han, Songlin Hu
Yet another approach to understanding news event evolution. World Wide Web 23 (4) (2020)
He Zhao, Longtao Huang, Rong Zhang, Quan Lu, Hui Xue
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction. ACL (2020)
Lin Zhao, Longtao Huang, Liangjun Zang, Jizhong Han, Songlin Hu
LMLSTM: Extract Event-Oriented Keyphrase From News Stream. IJCNN (2019)
Yan Zhou, Longtao Huang, Tao Guo, Jizhong Han, Songlin Hu
A Span-based Joint Model for Opinion Target Extraction and Target Sentiment Classification. IJCAI (2019)
Lin Zhao, Liangjun Zang, Longtao Huang, Jizhong Han, Songlin Hu
Event-Oriented Keyphrase Extraction Based on Bi-clustering Model. ICCS (5) (2019)
Longtao Huang, Ting Ma, Junyu Lin, Jizhong Han, Songlin Hu
A Multimodal Text Matching Model for Obfuscated Language Identification in Adversarial Communication? WWW (2019)
Yan Zhou, Longtao Huang, Tao Guo, Songlin Hu, Jizhong Han
An Attention-based Model for Joint Extraction of Entities and Relations with Implicit Entity Features. WWW (Companion Volume) (2019)
Shangwen Lv, Wanhui Qian, Longtao Huang, Jizhong Han, Songlin Hu
SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next. AAAI (2019)
Zhun Fan, Jiewei Lu, Ce Zheng, Jingan Feng, Longtao Huang, Wenji Li, Erik D. Goodman
Automated Strabismus Detection based on Deep neural networks for Telemedicine Applications. CoRR (2018)
Longtao Huang, Shangwen Lv, Liangjun Zang, Yipeng Su, Jizhong Han, Songlin Hu
A Fresh Look at Understanding News Events Evolution. WWW (Companion Volume) (2018)
Lu Zhang, Liangjun Zang, Longtao Huang, Jizhong Han, Songlin Hu
An Interactivity-Based Personalized Mutual Reinforcement Model for Microblog Topic Summarization. PRICAI (1) (2018)
ShuiGuang Deng, Longtao Huang, Guandong Xu, Xindong Wu, Zhaohui Wu
On Deep Learning for Trust-Aware Recommendations in Social Networks. IEEE Trans. Neural Networks Learn. Syst. 28 (5) (2017)
Longtao Huang, Lin Zhao, Shangwen Lv, Fangzhou Lu, Yue Zhai, Songlin Hu
KIEM: A Knowledge Graph based Method to Identify Entity Morphs. CIKM (2017)
ShuiGuang Deng, Longtao Huang, Javid Taheri, Jianwei Yin, MengChu Zhou, Albert Y. Zomaya
Mobility-Aware Service Composition in Mobile Communities. IEEE Trans. Syst. Man Cybern. Syst. 47 (3) (2017)
ShuiGuang Deng, Longtao Huang, Ying Li, Honggeng Zhou, Zhaohui Wu, Xiongfei Cao, Mikhail Kataev, Ling Li
Toward Risk Reduction for Mobile Service Composition. IEEE Trans. Cybern. 46 (8) (2016)
ShuiGuang Deng, Longtao Huang, Daning Hu, J. Leon Zhao, Zhaohui Wu
Mobility-Enabled Service Selection for Composite Services. IEEE Trans. Serv. Comput. 9 (3) (2016)
ShuiGuang Deng, Longtao Huang, Hongyue Wu, Zhaohui Wu
Constraints-Driven Service Composition in Mobile Cloud Computing. ICWS (2016)
ShuiGuang Deng, Longtao Huang, Hongyue Wu, Wei Tan, Javid Taheri, Albert Y. Zomaya, Zhaohui Wu
Toward Mobile Service Computing: Opportunities and Challenges. IEEE Cloud Comput. 3 (4) (2016)
ShuiGuang Deng, Longtao Huang, Javid Taheri, Albert Y. Zomaya
Computation Offloading for Service Workflow in Mobile Cloud Computing. IEEE Trans. Parallel Distributed Syst. 26 (12) (2015)
ShuiGuang Deng, Longtao Huang, Ying Li, Jianwei Yin
Deploying Data-Intensive Service Composition with a Negative Selection Algorithm. Int. J. Web Serv. Res. 11 (1) (2014)
ShuiGuang Deng, Longtao Huang, Jian Wu, Zhaohui Wu
Trust-Based Personalized Service Recommendation: A Network Perspective. J. Comput. Sci. Technol. 29 (1) (2014)
ShuiGuang Deng, Longtao Huang, Guandong Xu
Social network-based service recommendation with trust enhancement. Expert Syst. Appl. 41 (18) (2014)
ShuiGuang Deng, Longtao Huang, Wei Tan, Zhaohui Wu
Top-k Automatic Service Composition: A Parallel Method for Large-Scale Service Sets. IEEE Trans Autom. Sci. Eng. 11 (3) (2014)
Longtao Huang, ShuiGuang Deng
Service Selection for Mobile Service Orchestration. IEEE MS (2014)
Longtao Huang, ShuiGuang Deng, Ying Li, Jian Wu, Jianwei Yin
Data-Dependency Aware Trust Evaluation for Service Choreography. ICWS (2011)