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2020 – today
- 2023
[i37]Anran Li, Rui Liu, Ming Hu, Luu Anh Tuan, Han Yu:
Towards Interpretable Federated Learning. CoRR abs/2302.13473 (2023)- 2022
- [c49]Thong Thanh Nguyen, Anh Tuan Luu:
Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation. AAAI 2022: 11103-11111 - [c48]Donovan Ong, Jian Su, Bin Chen, Anh Tuan Luu, Ashok Narendranath, Yue Li, Shuqi Sun, Yingzhan Lin, Haifeng Wang:
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022: 11121-11129 - [c47]Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong:
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. EMNLP 2022: 2748-2760 - [c46]Dang Nguyen Minh, Anh Tuan Luu:
Textual Manifold-based Defense Against Natural Language Adversarial Examples. EMNLP 2022: 6612-6625 - [c45]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP 2022: 10085-10096 - [c44]Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson:
Graph Neural Networks with Learnable Structural and Positional Representations. ICLR 2022 - [c43]Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang:
Certified Robustness Against Natural Language Attacks by Causal Intervention. ICML 2022: 26958-26970 - [c42]Jie Wei
, Guanyu Hu, Xinyu Yang, Anh Tuan Luu, Yizhuo Dong:
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition. INTERSPEECH 2022: 1988-1992 - [i36]Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang:
Certified Robustness Against Natural Language Attacks by Causal Intervention. CoRR abs/2205.12331 (2022) - [i35]Ladislav Rampásek, Mikhail Galkin, Vijay Prakash Dwivedi, Anh Tuan Luu, Guy Wolf, Dominique Beaini:
Recipe for a General, Powerful, Scalable Graph Transformer. CoRR abs/2205.12454 (2022) - [i34]Vijay Prakash Dwivedi, Ladislav Rampásek, Mikhail Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini:
Long Range Graph Benchmark. CoRR abs/2206.08164 (2022) - [i33]Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu:
Vision-and-Language Pretraining. CoRR abs/2207.01772 (2022) - [i32]Dang Minh Nguyen, Luu Anh Tuan:
Textual Manifold-based Defense Against Natural Language Adversarial Examples. CoRR abs/2211.02878 (2022) - [i31]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. CoRR abs/2211.03524 (2022) - [i30]Leon O. Guertler, Andri Ashfahani, Anh Tuan Luu:
How to train your draGAN: A task oriented solution to imbalanced classification. CoRR abs/2211.10065 (2022) - [i29]Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong:
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. CoRR abs/2211.12878 (2022) - 2021
- [c41]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. EMNLP (1) 2021: 9443-9456 - [c40]Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu:
Towards Robustness Against Natural Language Word Substitutions. ICLR 2021 - [c39]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. ICLR 2021 - [c38]Xinshuai Dong, Anh Tuan Luu, Min Lin, Shuicheng Yan, Hanwang Zhang:
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? NeurIPS 2021: 4356-4369 - [c37]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. NeurIPS 2021: 11974-11986 - [i28]Aston Zhang, Yi Tay, Shuai Zhang, Alvin Chan, Anh Tuan Luu, Siu Cheung Hui, Jie Fu:
Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. CoRR abs/2102.08597 (2021) - [i27]Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu:
Towards Robustness Against Natural Language Word Substitutions. CoRR abs/2107.13541 (2021) - [i26]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. CoRR abs/2109.10616 (2021) - [i25]Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson:
Graph Neural Networks with Learnable Structural and Positional Representations. CoRR abs/2110.07875 (2021) - [i24]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. CoRR abs/2110.12764 (2021) - [i23]Thong Nguyen, Luu Anh Tuan:
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. CoRR abs/2112.03473 (2021) - [i22]Xinshuai Dong, Luu Anh Tuan, Min Lin, Shuicheng Yan, Hanwang Zhang:
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? CoRR abs/2112.11668 (2021) - 2020
- [j7]Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, Yi Tay, Vijay Chandrasekhar:
Holistic Multi-Modal Memory Network for Movie Question Answering. IEEE Trans. Image Process. 29: 489-499 (2020) - [c36]Luu Anh Tuan, Darsh J. Shah, Regina Barzilay:
Capturing Greater Context for Question Generation. AAAI 2020: 9065-9072 - [c35]Yi Tay, Donovan Ong, Jie Fu, Alvin Chan, Nancy Chen, Anh Tuan Luu, Chris Pal:
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. ACL 2020: 5369-5373
2010 – 2019
- 2019
- [c34]Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh:
Holographic Factorization Machines for Recommendation. AAAI 2019: 5143-5150 - [c33]Yi Tay, Aston Zhang, Anh Tuan Luu, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui:
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. ACL (1) 2019: 1494-1503 - [c32]Yi Tay, Shuohang Wang, Anh Tuan Luu, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang:
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. ACL (1) 2019: 4922-4931 - [c31]Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui:
Compositional De-Attention Networks. NeurIPS 2019: 6132-6142 - [i21]Yi Tay, Shuohang Wang, Luu Anh Tuan, Jie Fu, Minh C. Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, Aston Zhang:
Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. CoRR abs/1905.10847 (2019) - [i20]Yi Tay, Aston Zhang, Luu Anh Tuan, Jinfeng Rao, Shuai Zhang, Shuohang Wang, Jie Fu, Siu Cheung Hui:
Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. CoRR abs/1906.04393 (2019) - [i19]Luu Anh Tuan, Darsh J. Shah, Regina Barzilay:
Capturing Greater Context for Question Generation. CoRR abs/1910.10274 (2019) - 2018
- [j6]Lanting Fang, Luu Anh Tuan, Siu Cheung Hui, Lenan Wu:
Personalized question recommendation for English grammar learning. Expert Syst. J. Knowl. Eng. 35(2) (2018) - [j5]Lanting Fang, Luu Anh Tuan, Siu Cheung Hui, Lenan Wu:
Syntactic based approach for grammar question retrieval. Inf. Process. Manag. 54(2): 184-202 (2018) - [c30]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs. AAAI 2018: 5512-5519 - [c29]Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui:
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring. AAAI 2018: 5948-5955 - [c28]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis. AAAI 2018: 5956-5963 - [c27]Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su:
Reasoning with Sarcasm by Reading In-Between. ACL (1) 2018: 1010-1020 - [c26]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference. EMNLP 2018: 1565-1575 - [c25]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension. EMNLP 2018: 2141-2151 - [c24]Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su:
Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. EMNLP 2018: 3443-3453 - [c23]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences. EMNLP 2018: 4492-4502 - [c22]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. ICWSM 2018: 415-424 - [c21]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains. IJCAI 2018: 4425-4431 - [c20]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Multi-Cast Attention Networks. KDD 2018: 2299-2308 - [c19]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Multi-Pointer Co-Attention Networks for Recommendation. KDD 2018: 2309-2318 - [c18]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Recurrently Controlled Recurrent Networks. NeurIPS 2018: 4736-4748 - [c17]Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Jian Su:
Densely Connected Attention Propagation for Reading Comprehension. NeurIPS 2018: 4911-4922 - [c16]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. WSDM 2018: 583-591 - [c15]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking. WWW 2018: 729-739 - [i18]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
A Compare-Propagate Architecture with Alignment Factorization for Natural Language Inference. CoRR abs/1801.00102 (2018) - [i17]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Multi-Pointer Co-Attention Networks for Recommendation. CoRR abs/1801.09251 (2018) - [i16]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Multi-range Reasoning for Machine Comprehension. CoRR abs/1803.09074 (2018) - [i15]Yi Tay, Luu Anh Tuan, Siu Cheung Hui, Jian Su:
Reasoning with Sarcasm by Reading In-between. CoRR abs/1805.02856 (2018) - [i14]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. CoRR abs/1805.11535 (2018) - [i13]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction. CoRR abs/1806.00778 (2018) - [i12]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences. CoRR abs/1810.02938 (2018) - [i11]Yi Tay, Luu Anh Tuan, Siu Cheung Hui, Jian Su:
Densely Connected Attention Propagation for Reading Comprehension. CoRR abs/1811.04210 (2018) - [i10]Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, Yi Tay, Vijay Chandrasekhar:
Holistic Multi-modal Memory Network for Movie Question Answering. CoRR abs/1811.04595 (2018) - [i9]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Recurrently Controlled Recurrent Networks. CoRR abs/1811.09786 (2018) - 2017
- [c14]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs. AAAI 2017: 1243-1249 - [c13]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Dyadic Memory Networks for Aspect-based Sentiment Analysis. CIKM 2017: 107-116 - [c12]Yi Tay, Luu Anh Tuan, Minh C. Phan, Siu Cheung Hui:
Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs. CIKM 2017: 1029-1038 - [c11]Lanting Fang, Anh Tuan Luu, Lenan Wu, Siu Cheung Hui:
A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval. NLDB 2017: 353-365 - [c10]Yi Tay, Minh C. Phan, Anh Tuan Luu, Siu Cheung Hui:
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. SIGIR 2017: 695-704 - [c9]Yi Tay, Anh Tuan Luu, Siu Cheung Hui, Falk Brauer:
Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction. WSDM 2017: 751-760 - [i8]Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar:
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR abs/1706.05461 (2017) - [i7]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Translational Recommender Networks. CoRR abs/1707.05176 (2017) - [i6]Yi Tay, Cong-Minh Phan, Anh Tuan Luu, Siu Cheung Hui:
Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. CoRR abs/1707.06372 (2017) - [i5]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Enabling Efficient Question Answer Retrieval via Hyperbolic Neural Networks. CoRR abs/1707.07847 (2017) - [i4]Yi Tay, Anh Tuan Luu, Minh C. Phan, Siu Cheung Hui:
Multi-task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs. CoRR abs/1708.04828 (2017) - [i3]Yi Tay, Minh C. Phan, Luu Anh Tuan, Siu Cheung Hui:
SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring. CoRR abs/1711.04981 (2017) - [i2]Yi Tay, Luu Anh Tuan, Siu Cheung Hui:
Cross Temporal Recurrent Networks for Ranking Question Answer Pairs. CoRR abs/1711.07656 (2017) - [i1]Yi Tay, Anh Tuan Luu, Siu Cheung Hui:
Learning to Attend via Word-Aspect Associative Fusion for Aspect-based Sentiment Analysis. CoRR abs/1712.05403 (2017) - 2016
- [j4]Anh Tuan Luu, Siu Cheung Hui, See-Kiong Ng:
Utilizing Temporal Information for Taxonomy Construction. Trans. Assoc. Comput. Linguistics 4: 551-564 (2016) - [c8]Anh Tuan Luu, Yi Tay, Siu Cheung Hui, See-Kiong Ng:
Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network. EMNLP 2016: 403-413 - 2015
- [c7]Anh Tuan Luu, Jung-Jae Kim, See-Kiong Ng:
Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction. EMNLP 2015: 1013-1022 - 2014
- [j3]Yuqing Mao, Kimberly Van Auken, Donghui Li, Cecilia N. Arighi, Peter McQuilton, G. Thomas Hayman, Susan Tweedie, Mary L. Schaeffer, Stanley J. F. Laulederkind, Shur-Jen Wang, Julien Gobeill, Patrick Ruch, Anh Tuan Luu, Jung-Jae Kim, Jung-Hsien Chiang, Yu-De Chen, Chia-Jung Yang, Hongfang Liu, Dongqing Zhu, Yanpeng Li, Hong Yu, Ehsan Emadzadeh, Graciela Gonzalez, Jian-Ming Chen, Hong-Jie Dai, Zhiyong Lu:
Overview of the gene ontology task at BioCreative IV. Database J. Biol. Databases Curation 2014 (2014) - [c6]Anh Tuan Luu, Jung-Jae Kim, See-Kiong Ng:
Taxonomy Construction Using Syntactic Contextual Evidence. EMNLP 2014: 810-819 - 2012
- [j2]Anh Tuan Luu, Jun Sun, Yang Liu, Jin Song Dong, Xiaohong Li, Thanh Tho Quan:
SeVe: automatic tool for verification of security protocols. Frontiers Comput. Sci. China 6(1): 57-75 (2012) - [j1]Anh Tuan Luu, Jung-Jae Kim:
Automatic Suggestion for PubMed Query Reformulation. J. Comput. Sci. Eng. 6(2): 161-167 (2012) - [c5]Jung-Jae Kim, Anh Tuan Luu:
Hybrid pattern matching for complex ontology term recognition. BCB 2012: 289-296 - [c4]Anh Tuan Luu, Kazuhide Yamamoto:
A Pointwise Approach for Vietnamese Diacritics Restoration. IALP 2012: 189-192 - 2010
- [c3]Anh Tuan Luu, Man Chun Zheng, Thanh Tho Quan:
Modeling and Verification of Safety Critical Systems: A Case Study on Pacemaker. SSIRI 2010: 23-32 - [c2]Anh Tuan Luu:
Modeling and Verifying Security Protocols Using PAT Approach. SSIRI (Companion) 2010: 157-164
2000 – 2009
- 2007
- [c1]Anh Tuan Luu, Tho T. Quan, Tru Hoang Cao, Jin Song Dong:
Axiom-oriented Reasoning to Deal with Inconsistency Between Ontology and Knowledge Base. URSW 2007
Coauthor Index
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