Axiom-oriented Reasoning to Deal with Inconsistency Between Ontology and Knowledge Base. - Anh Tuan Luu; Tho T. Quan; Tru Hoang Cao; Jin Song Dong (URSW, 2007)

Modeling and Verifying Security Protocols Using PAT Approach. - Anh Tuan Luu (SSIRI (Companion), 2010)

Modeling and Verification of Safety Critical Systems: A Case Study on Pacemaker. - Anh Tuan Luu; Man Chun Zheng; Thanh Tho Quan (SSIRI, 2010)

Hybrid pattern matching for complex ontology term recognition. - Jung-Jae Kim 001; Anh Tuan Luu (BCB, 2012)

A Pointwise Approach for Vietnamese Diacritics Restoration. - Anh Tuan Luu; Kazuhide Yamamoto (IALP, 2012)

SeVe: automatic tool for verification of security protocols. - Anh Tuan Luu; Jun Sun 001; Yang Liu 003; Jin Song Dong; Xiaohong Li 001; Thanh Tho Quan (Frontiers Comput. Sci. China, 2012)

Automatic Suggestion for PubMed Query Reformulation. - Anh Tuan Luu; Jung-Jae Kim 001 (J. Comput. Sci. Eng., 2012)

Taxonomy Construction Using Syntactic Contextual Evidence. - Anh Tuan Luu; Jung-Jae Kim 001; See-Kiong Ng (EMNLP, 2014)

Overview of the gene ontology task at BioCreative IV. - 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; et al. (Database J. Biol. Databases Curation, 2014)

Incorporating Trustiness and Collective Synonym/Contrastive Evidence into Taxonomy Construction. - Anh Tuan Luu; Jung-Jae Kim 001; See-Kiong Ng (EMNLP, 2015)

Learning Term Embeddings for Taxonomic Relation Identification Using Dynamic Weighting Neural Network. - Anh Tuan Luu; Yi Tay; Siu Cheung Hui; See-Kiong Ng (EMNLP, 2016)

Utilizing Temporal Information for Taxonomy Construction. - Anh Tuan Luu; Siu Cheung Hui; See-Kiong Ng (Trans. Assoc. Comput. Linguistics, 2016)

Non-Parametric Estimation of Multiple Embeddings for Link Prediction on Dynamic Knowledge Graphs. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (AAAI, 2017)

Dyadic Memory Networks for Aspect-based Sentiment Analysis. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (CIKM, 2017)

Multi-Task Neural Network for Non-discrete Attribute Prediction in Knowledge Graphs. - Yi Tay; Luu Anh Tuan; Minh C. Phan; Siu Cheung Hui (CIKM, 2017)

A Syntactic Parse-Key Tree-Based Approach for English Grammar Question Retrieval. - Lanting Fang; Anh Tuan Luu; Lenan Wu; Siu Cheung Hui (NLDB, 2017)

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. - Yi Tay; Minh C. Phan; Anh Tuan Luu; Siu Cheung Hui (SIGIR, 2017)

Random Semantic Tensor Ensemble for Scalable Knowledge Graph Link Prediction. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Falk Brauer (WSDM, 2017)

Translational Recommender Networks. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (CoRR, 2017)

Enabling Efficient Question Answer Retrieval via Hyperbolic Neural Networks. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (CoRR, 2017)

Learning to Rank Question Answer Pairs with Holographic Dual LSTM Architecture. - Yi Tay; Cong-Minh Phan; Anh Tuan Luu; Siu Cheung Hui (CoRR, 2017)

Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. - Zhe Wang 019; 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; et al. (CoRR, 2017)

Automatic taxonomy construction from textual documents - Anh Tuan Luu (2017)

SkipFlow: Incorporating Neural Coherence Features for End-to-End Automatic Text Scoring. - Yi Tay; Minh C. Phan; Luu Anh Tuan; Siu Cheung Hui (AAAI, 2018)

Cross Temporal Recurrent Networks for Ranking Question Answer Pairs. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (AAAI, 2018)

Learning to Attend via Word-Aspect Associative Fusion for Aspect-Based Sentiment Analysis. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (AAAI, 2018)

Reasoning with Sarcasm by Reading In-Between. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (ACL (1), 2018)

Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (EMNLP, 2018)

Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (EMNLP, 2018)

Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (EMNLP, 2018)

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (EMNLP, 2018)

CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (ICWSM, 2018)

Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (IJCAI, 2018)

Multi-Pointer Co-Attention Networks for Recommendation. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (KDD, 2018)

Multi-Cast Attention Networks. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (KDD, 2018)

Recurrently Controlled Recurrent Networks. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui (NeurIPS, 2018)

Densely Connected Attention Propagation for Reading Comprehension. - Yi Tay; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (NeurIPS, 2018)

Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (WSDM, 2018)

Latent Relational Metric Learning via Memory-based Attention for Collaborative Ranking. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (WWW, 2018)

A Compare-Propagate Architecture with Alignment Factorization for Natural Language Inference. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (CoRR, 2018)

Multi-range Reasoning for Machine Comprehension. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (CoRR, 2018)

Multi-Cast Attention Networks for Retrieval-based Question Answering and Response Prediction. - Yi Tay; Luu Anh Tuan; Siu Cheung Hui (CoRR, 2018)

Personalized question recommendation for English grammar learning. - Lanting Fang; Luu Anh Tuan; Siu Cheung Hui; Lenan Wu (Expert Syst. J. Knowl. Eng., 2018)

Syntactic based approach for grammar question retrieval. - Lanting Fang; Luu Anh Tuan; Siu Cheung Hui; Lenan Wu (Inf. Process. Manag., 2018)

Holographic Factorization Machines for Recommendation. - Yi Tay; Shuai Zhang 007; Anh Tuan Luu; Siu Cheung Hui; Lina Yao 001; Tran Dang Quang Vinh (AAAI, 2019)

Simple and Effective Curriculum Pointer-Generator Networks for Reading Comprehension over Long Narratives. - Yi Tay; Shuohang Wang; Anh Tuan Luu; Jie Fu 001; Minh C. Phan; Xingdi Yuan; Jinfeng Rao; Siu Cheung Hui; Aston Zhang (ACL (1), 2019)

Lightweight and Efficient Neural Natural Language Processing with Quaternion Networks. - Yi Tay; Aston Zhang; Anh Tuan Luu; Jinfeng Rao; Shuai Zhang 007; Shuohang Wang; Jie Fu 001; Siu Cheung Hui (ACL (1), 2019)

Compositional De-Attention Networks. - Yi Tay; Anh Tuan Luu; Aston Zhang; Shuohang Wang; Siu Cheung Hui (NeurIPS, 2019)

Capturing Greater Context for Question Generation. - Luu Anh Tuan; Darsh J. Shah; Regina Barzilay (AAAI, 2020)

Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences. - Yi Tay; Donovan Ong; Jie Fu 001; Alvin Chan; Nancy F. Chen; Anh Tuan Luu; Chris Pal (ACL, 2020)

Holistic Multi-Modal Memory Network for Movie Question Answering. - Anran Wang 001; Anh Tuan Luu; Chuan-Sheng Foo; Hongyuan Zhu; Yi Tay; Vijay Chandrasekhar 001 (IEEE Trans. Image Process., 2020)

Enriching and Controlling Global Semantics for Text Summarization. - Thong Nguyen 003; Anh Tuan Luu; Truc Lu; Tho Quan 001 (EMNLP (1), 2021)

Towards Robustness Against Natural Language Word Substitutions. - Xinshuai Dong; Anh Tuan Luu; Rongrong Ji; Hong Liu 009 (ICLR, 2021)

Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with 1/n Parameters. - Aston Zhang; Yi Tay; Shuai Zhang 007; Alvin Chan; Anh Tuan Luu; Siu Cheung Hui; Jie Fu 001 (ICLR, 2021)

How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness? - Xinshuai Dong; Anh Tuan Luu; Min Lin; Shuicheng Yan; Hanwang Zhang (NeurIPS, 2021)

Contrastive Learning for Neural Topic Model. - Thong Nguyen 003; Anh Tuan Luu (NeurIPS, 2021)

Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. - Thong Nguyen 003; Luu Anh Tuan (CoRR, 2021)

Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation. - Thong Thanh Nguyen; Anh Tuan Luu (AAAI, 2022)

Is Discourse Role Important for Emotion Recognition in Conversation? - Donovan Ong; Jian Su 002; Bin Chen; Anh Tuan Luu; Ashok Narendranath; Yue Li; Shuqi Sun; Yingzhan Lin; Haifeng Wang 001 (AAAI, 2022)

Textual Manifold-based Defense Against Natural Language Adversarial Examples. - Dang Nguyen Minh; Anh Tuan Luu (EMNLP, 2022)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. - Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu; Zhen Hai; Lidong Bing (EMNLP, 2022)

Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. - Xiaobao Wu; Anh Tuan Luu; Xinshuai Dong (EMNLP, 2022)

Graph Neural Networks with Learnable Structural and Positional Representations. - Vijay Prakash Dwivedi; Anh Tuan Luu; Thomas Laurent 001; Yoshua Bengio; Xavier Bresson (ICLR, 2022)

Certified Robustness Against Natural Language Attacks by Causal Intervention. - Haiteng Zhao; Chang Ma; Xinshuai Dong; Anh Tuan Luu; Zhi-Hong Deng 001; Hanwang Zhang (ICML, 2022)

Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition. - Jie Wei; Guanyu Hu 003; Xinyu Yang 001; Anh Tuan Luu; Yizhuo Dong (INTERSPEECH, 2022)

Long Range Graph Benchmark. - Vijay Prakash Dwivedi; Ladislav Rampásek; Michael Galkin; Ali Parviz; Guy Wolf; Anh Tuan Luu; Dominique Beaini (NeurIPS, 2022)

Recipe for a General, Powerful, Scalable Graph Transformer. - Ladislav Rampásek; Michael Galkin; Vijay Prakash Dwivedi; Anh Tuan Luu; Guy Wolf; Dominique Beaini (NeurIPS, 2022)

Textual Manifold-based Defense Against Natural Language Adversarial Examples. - Dang Minh Nguyen; Luu Anh Tuan (CoRR, 2022)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. - Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu; Cong-Duy Nguyen; Zhen Hai; Lidong Bing (CoRR, 2022)

How to train your draGAN: A task oriented solution to imbalanced classification. - Leon O. Guertler; Andri Ashfahani; Anh Tuan Luu (CoRR, 2022)

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. - Xiaobao Wu; Xinshuai Dong; Thong Nguyen 003; Chaoqun Liu; Liangming Pan; Anh Tuan Luu (AAAI, 2023)

Zero-Shot Text Classification via Self-Supervised Tuning. - Chaoqun Liu; Wenxuan Zhang 001; Guizhen Chen; Xiaobao Wu; Anh Tuan Luu; Chip-Hong Chang; Lidong Bing (ACL (Findings), 2023)

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy Nguyen; Zhen Hai; Lidong Bing; Anh Tuan Luu (ACL (Findings), 2023)

Fact-Checking Complex Claims with Program-Guided Reasoning. - Liangming Pan; Xiaobao Wu; Xinyuan Lu; Anh Tuan Luu; William Yang Wang; Min-Yen Kan; Preslav Nakov (ACL (1), 2023)

Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation. - Yandan Zheng; Anran Hao; Anh Tuan Luu (ACL (1), 2023)

Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System. - Zhiyuan Hu; Yue Feng 002; Anh Tuan Luu; Bryan Hooi; Aldo Lipani (CIKM, 2023)

Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study. - Brian Formento; Chuan-Sheng Foo; Anh Tuan Luu; See-Kiong Ng (EACL (Findings), 2023)

Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction. - Leilei Gan; Baokui Li; Kun Kuang; Yating Zhang; Lei Wang 004; Anh Tuan Luu; Yi Yang 001; Fei Wu 001 (EMNLP (Findings), 2023)

A Parallel Corpus for Vietnamese Central-Northern Dialect Text Transfer. - Thang Le; Anh Tuan Luu (EMNLP (Findings), 2023)

Rethinking Negative Pairs in Code Search. - Haochen Li 009; Xin Zhou 008; Anh Tuan Luu; Chunyan Miao (EMNLP, 2023)

A Spectral Viewpoint on Continual Relation Extraction. - Huy Nguyen; Chien Nguyen; Linh Ngo Van 001; Anh Tuan Luu; Thien Huu Nguyen (EMNLP (Findings), 2023)

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. - Cong-Duy Nguyen; Thong Nguyen 003; Duc Anh Vu 002; Anh Tuan Luu (EMNLP (Findings), 2023)

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (EMNLP (Findings), 2023)

Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models. - Shuai Zhao 007; Jinming Wen; Anh Tuan Luu; Junbo Zhao; Jie Fu 001 (EMNLP, 2023)

Multi-Scale Receptive Field Graph Model for Emotion Recognition in Conversations. - Jie Wei; Guanyu Hu 003; Luu Anh Tuan; Xinyu Yang 001; Wenjing Zhu (ICASSP, 2023)

Effective Neural Topic Modeling with Embedding Clustering Regularization. - Xiaobao Wu; Xinshuai Dong; Thong Thanh Nguyen; Anh Tuan Luu (ICML, 2023)

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. - Cong-Duy Nguyen; The-Anh Vu-Le; Thong Nguyen 003; Tho Quan 001; Anh Tuan Luu (ACM Multimedia, 2023)

A General Framework for Blockchain Data Analysis. - Anh Tuan Luu; Tuan-Dat Trinh; Van-Thanh Nguyen (RCIS, 2023)

Knowledge Bases and Language Models: Complementing Forces. - Fabian M. Suchanek; Anh Tuan Luu (RuleML+RR, 2023)

Towards Interpretable Federated Learning. - Anran Li 001; Rui Liu 034; Ming Hu 003; Luu Anh Tuan; Han Yu 001 (CoRR, 2023)

Effective Neural Topic Modeling with Embedding Clustering Regularization. - Xiaobao Wu; Xinshuai Dong; Thong Nguyen 003; Anh Tuan Luu (CoRR, 2023)

Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulator to Enhance Dialogue System. - Zhiyuan Hu; Yue Feng 002; Anh Tuan Luu; Bryan Hooi; Aldo Lipani (CoRR, 2023)

Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. - Yue Zhang 004; Yafu Li; Leyang Cui; Deng Cai 002; Lemao Liu; Tingchen Fu; Xinting Huang; Enbo Zhao; Yu Zhang 092; Yulong Chen 001; Longyue Wang; Anh Tuan Luu; et al. (CoRR, 2023)

Towards the TopMost: A Topic Modeling System Toolkit. - Xiaobao Wu; Fengjun Pan; Anh Tuan Luu (CoRR, 2023)

Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals. - Zhiyuan Hu; Yue Feng 002; Yang Deng 002; Zekun Li 008; See-Kiong Ng; Anh Tuan Luu; Bryan Hooi (CoRR, 2023)

From Static to Dynamic: A Continual Learning Framework for Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (CoRR, 2023)

Contrastive Chain-of-Thought Prompting. - Yew Ken Chia; Guizhen Chen; Luu Anh Tuan; Soujanya Poria; Lidong Bing (CoRR, 2023)

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Khoi Le; Zhiyuan Hu; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (CoRR, 2023)

Graph Transformers for Large Graphs. - Vijay Prakash Dwivedi; Yozen Liu; Anh Tuan Luu; Xavier Bresson; Neil Shah; Tong Zhao 003 (CoRR, 2023)

Benchmarking Graph Neural Networks. - Vijay Prakash Dwivedi; Chaitanya K. Joshi; Anh Tuan Luu; Thomas Laurent 001; Yoshua Bengio; Xavier Bresson (J. Mach. Learn. Res., 2023)

A Novel, Cognitively Inspired, Unified Graph-based Multi-Task Framework for Information Extraction. - Yandan Zheng; Luu Anh Tuan (Cogn. Comput., 2023)

A contrastive learning framework for Event Detection via semantic type prototype representation modelling. - Anran Hao; Anh Tuan Luu; Siu Cheung Hui; Jian Su 002 (Neurocomputing, 2023)

A brief survey on recent advances in coreference resolution. - Ruicheng Liu; Rui Mao 010; Anh Tuan Luu; Erik Cambria (Artif. Intell. Rev., 2023)

From Static to Dynamic: Knowledge Metabolism for Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (AAAI, 2024)

PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation. - Zhiyuan Hu; Chumin Liu; Yue Feng 002; Anh Tuan Luu; Bryan Hooi (AAAI, 2024)

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training. - Khoi M. Le; Trinh Pham; Tho Quan 001; Anh Tuan Luu (AAAI, 2024)

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Khoi M. Le; Zhiyuan Hu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (AAAI, 2024)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. - Xiaobao Wu; Fengjun Pan; Thong Nguyen 003; Yichao Feng; Chaoqun Liu; Cong-Duy Nguyen; Anh Tuan Luu (AAAI, 2024)

Exploring the Potential of Large Language Models in Computational Argumentation. - Guizhen Chen; Liying Cheng; Anh Tuan Luu; Lidong Bing (ACL (1), 2024)

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. - Bosheng Ding; Chengwei Qin; Ruochen Zhao; Tianze Luo; Xinze Li; Guizhen Chen; Wenhan Xia; Junjie Hu 001; Anh Tuan Luu; Shafiq Joty (ACL (Findings), 2024)

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models. - Haoran Luo 001; Haihong E; Zichen Tang; Shiyao Peng; Yikai Guo; Wentai Zhang 004; Chenghao Ma; Guanting Dong; Meina Song; Wei Lin; Yifan Zhu 001; Anh Tuan Luu (ACL (Findings), 2024)

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. - Thong Nguyen 003; Yi Bin; Junbin Xiao; Leigang Qu; Yicong Li 004; Jay Zhangjie Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (ACL (Findings), 2024)

UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages. - Trinh Pham; Khoi Le; Anh Tuan Luu (ACL (1), 2024)

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. - Xiaobao Wu; Xinshuai Dong; Liangming Pan; Thong Nguyen 003; Anh Tuan Luu (ACL (Findings), 2024)

Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. - Thong Nguyen 003; Yi Bin; Xiaobao Wu; Xinshuai Dong; Zhiyuan Hu; Khoi Le; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (ECCV (80), 2024)

Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths. - Yew Ken Chia; Guizhen Chen; Weiwen Xu; Anh Tuan Luu; Soujanya Poria; Lidong Bing (EMNLP (Findings), 2024)

Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models. - Do Xuan Long; Duong Ngoc Yen; Anh Tuan Luu; Kenji Kawaguchi; Min-Yen Kan; Nancy F. Chen (EMNLP, 2024)

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration. - Xin Mao; Feng-Lin Li; Huimin Xu; Wei Zhang 218; Wang Chen; Anh Tuan Luu (EMNLP, 2024)

Encoding and Controlling Global Semantics for Long-form Video Question Answering. - Thong Nguyen 003; Zhiyuan Hu; Xiaobao Wu; Cong-Duy Nguyen; See-Kiong Ng; Anh Tuan Luu (EMNLP, 2024)

Are LLMs Good Zero-Shot Fallacy Classifiers? - Fengjun Pan; Xiaobao Wu; Zongrui Li 001; Anh Tuan Luu (EMNLP, 2024)

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. - Quang Pham; Hoang Ngo; Anh Tuan Luu; Dat Quoc Nguyen (EMNLP (Findings), 2024)

AKEW: Assessing Knowledge Editing in the Wild. - Xiaobao Wu; Liangming Pan; William Yang Wang; Anh Tuan Luu (EMNLP, 2024)

SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA. - Siyue Zhang; Anh Tuan Luu; Chen Zhao (EMNLP (Findings), 2024)

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning. - Shuai Zhao 007; Meihuizi Jia; Anh Tuan Luu; Fengjun Pan; Jinming Wen (EMNLP, 2024)

Topic Modeling as Multi-Objective Contrastive Optimization. - Thong Thanh Nguyen; Xiaobao Wu; Xinshuai Dong; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (ICLR, 2024)

SoVAR: Build Generalizable Scenarios from Accident Reports for Autonomous Driving Testing. - An Guo 002; Yuan Zhou 005; Haoxiang Tian 001; Chunrong Fang; Yunjian Sun; Weisong Sun; Xinyu Gao; Anh Tuan Luu; Yang Liu 003; Zhenyu Chen 001 (ASE, 2024)

SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks. - Brian Formento; Wenjie Feng 001; Chuan-Sheng Foo; Anh Tuan Luu; See-Kiong Ng (NAACL-HLT, 2024)

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation. - Nhat M. Hoang; Xuan Long Do; Duc Anh Do; Duc Anh Vu 002; Anh Tuan Luu (NAACL-HLT, 2024)

Extractive Summarization with Text Generator. - Thang Le; Anh Tuan Luu (NAACL-HLT, 2024)

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. - Cong-Duy Nguyen; Thong Nguyen 003; Xiaobao Wu; Anh Tuan Luu (NAACL-HLT, 2024)

Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning. - Shuai Zhao 007; Leilei Gan; Anh Tuan Luu; Jie Fu 001; Lingjuan Lyu; Meihuizi Jia; Jinming Wen (NAACL-HLT (Findings), 2024)

Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction. - Haoran Luo 001; Haihong E; Yuhao Yang 006; Tianyu Yao; Yikai Guo; Zichen Tang; Wentai Zhang 004; Shiyao Peng; Kaiyang Wan; Meina Song; Wei Lin; Yifan Zhu 001; et al. (NeurIPS, 2024)

Mercury: A Code Efficiency Benchmark for Code Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; Qian Liu 012; See-Kiong Ng (NeurIPS, 2024)

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs. - Zhiyuan Hu; Chumin Liu; Xidong Feng; Yilun Zhao 001; See-Kiong Ng; Anh Tuan Luu; Junxian He; Pang Wei W. Koh; Bryan Hooi (NeurIPS, 2024)

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model. - Xiaobao Wu; Thong Nguyen 003; Delvin Zhang; William Yang Wang; Anh Tuan Luu (NeurIPS, 2024)

ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions. - Van Long Phuoc Pham; Duc Anh Vu 002; Nhat Minh Hoang; Xuan Long Do; Anh Tuan Luu (SAC, 2024)

Universal Vulnerabilities in Large Language Models: In-context Learning Backdoor Attacks. - Shuai Zhao 007; Meihuizi Jia; Luu Anh Tuan; Jinming Wen (CoRR, 2024)

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models. - Zhiyuan Hu; Chumin Liu; Xidong Feng; Yilun Zhao 001; See-Kiong Ng; Anh Tuan Luu; Junxian He; Pang Wei Koh; Bryan Hooi (CoRR, 2024)

Topic Modeling as Multi-Objective Contrastive Optimization. - Thong Nguyen 003; Xiaobao Wu; Xinshuai Dong; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (CoRR, 2024)

Mercury: An Efficiency Benchmark for LLM Code Synthesis. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (CoRR, 2024)

Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration. - Xin Mao; Feng-Lin Li; Huimin Xu; Wei Zhang 218; Anh Tuan Luu (CoRR, 2024)

Updating Language Models with Unstructured Facts: Towards Practical Knowledge Editing. - Xiaobao Wu; Liangming Pan; William Yang Wang; Anh Tuan Luu (CoRR, 2024)

FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. - Xiaobao Wu; Thong Nguyen 003; Delvin Ce Zhang; William Yang Wang; Anh Tuan Luu (CoRR, 2024)

Encoding and Controlling Global Semantics for Long-form Video Question Answering. - Thong Thanh Nguyen; Zhiyuan Hu; Xiaobao Wu; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (CoRR, 2024)

A Survey of Backdoor Attacks and Defenses on Large Language Models: Implications for Security Measures. - Shuai Zhao 007; Meihuizi Jia; Zhongliang Guo 001; Leilei Gan; Jie Fu 001; Yichao Feng; Fengjun Pan; Luu Anh Tuan (CoRR, 2024)

UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages. - Trinh Pham; Khoi M. Le; Luu Anh Tuan (CoRR, 2024)

Discrete Diffusion Language Model for Long Text Summarization. - Do Huu Dat; Do Duc Anh; Anh Tuan Luu; Wray L. Buntine (CoRR, 2024)

LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. - Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; Yan Wang 015; Wei Shen; Qing Gu 001; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang 001; Bryan Hooi (CoRR, 2024)

SoVAR: Building Generalizable Scenarios from Accident Reports for Autonomous Driving Testing. - An Guo 002; Yuan Zhou 005; Haoxiang Tian 001; Chunrong Fang; Yunjian Sun; Weisong Sun; Xinyu Gao; Anh Tuan Luu; Yang Liu 003; Zhenyu Chen 001 (CoRR, 2024)

Weak-to-Strong Backdoor Attack for Large Language Models. - Shuai Zhao 007; Leilei Gan; Zhongliang Guo 001; Xiaobao Wu; Luwei Xiao; Xiaoyu Xu; Cong-Duy Nguyen; Luu Anh Tuan (CoRR, 2024)

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation. - Shuai Zhao 007; Xiaobao Wu; Cong-Duy Nguyen; Meihuizi Jia; Yichao Feng; Luu Anh Tuan (CoRR, 2024)

A Comprehensive Survey of Datasets, Theories, Variants, and Applications in Direct Preference Optimization. - Wenyi Xiao; Zechuan Wang; Leilei Gan; Shuai Zhao 007; Wanggui He; Luu Anh Tuan; Long Chen 016; Hao Jiang 014; Zhou Zhao 001; Fei Wu 001 (CoRR, 2024)

Who's Who: Large Language Models Meet Knowledge Conflicts in Practice. - Quang Hieu Pham; Hoang Ngo; Anh Tuan Luu; Dat Quoc Nguyen (CoRR, 2024)

AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. - Xiaobao Wu; Liangming Pan; Yuxi Xie; Ruiwen Zhou; Shuai Zhao 007; Yubo Ma; Mingzhe Du; Rui Mao 010; Anh Tuan Luu; William Yang Wang (CoRR, 2024)

MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering. - Zhang Siyue; Xue Yuxiang; Zhang Yiming; Wu Xiaobao; Luu Anh Tuan; Zhao Chen (CoRR, 2024)

Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. - Anran Li 001; Yuanyuan Chen; Jian Zhang 087; Mingfei Cheng; Yihao Huang 001; Yueming Wu 001; Anh Tuan Luu; Han Yu 001 (Proc. ACM Manag. Data, 2024)

Exploring Clean Label Backdoor Attacks and Defense in Language Models. - Shuai Zhao 007; Luu Anh Tuan; Jie Fu 001; Jinming Wen; Weiqi Luo 002 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

MuJo-SF: Multimodal Joint Slot Filling for Attribute Value Prediction of E-Commerce Commodities. - Meihuizi Jia; Lei Shen 001; Luu Anh Tuan; Meng Chen 006; Jing Xu; Lejian Liao; Shaozu Yuan; Xiaodong He 001 (IEEE Trans. Multim., 2024)

A survey on neural topic models: methods, applications, and challenges. - Xiaobao Wu; Thong Nguyen 003; Anh Tuan Luu (Artif. Intell. Rev., 2024)

Learning facial expression and body gesture visual information for video emotion recognition. - Jie Wei; Guanyu Hu 003; Xinyu Yang 001; Anh Tuan Luu; Yizhuo Dong (Expert Syst. Appl., 2024)

Efficient and Privacy-Preserving Feature Importance-Based Vertical Federated Learning. - Anran Li 001; Jiahui Huang; Ju Jia; Hongyi Peng; Lan Zhang 002; Luu Anh Tuan; Han Yu 001; Xiang-Yang Li 001 (IEEE Trans. Mob. Comput., 2024)

Incorporating Template-Based Contrastive Learning into Cognitively Inspired, Low-Resource Relation Extraction. - Yandan Zheng; Luu Anh Tuan (Cogn. Comput., 2024)

Joint Client-and-Sample Selection for Federated Learning via Bi-Level Optimization. - Anran Li 001; Guangjing Wang 001; Ming Hu 003; Jianfei Sun; Lan Zhang 002; Luu Anh Tuan; Han Yu 001 (IEEE Trans. Mob. Comput., 2024)

Multi-Scale Contrastive Learning for Video Temporal Grounding. - Thong Thanh Nguyen; Yi Bin; Xiaobao Wu; Zhiyuan Hu; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (AAAI, 2025)

Motion-aware Contrastive Learning for Temporal Panoptic Scene Graph Generation. - Thong Thanh Nguyen; Xiaobao Wu; Yi Bin; Cong-Duy T. Nguyen; See-Kiong Ng; Anh Tuan Luu (AAAI, 2025)

Unlearning Backdoor Attacks for LLMs with Weak-to-Strong Knowledge Distillation. - Shuai Zhao 007; Xiaobao Wu; Cong-Duy T. Nguyen; Yanhao Jia; Meihuizi Jia; Yichao Feng; Anh Tuan Luu (ACL (Findings), 2025)

FineReason: Evaluating and Improving LLMs' Deliberate Reasoning through Reflective Puzzle Solving. - Guizhen Chen; Weiwen Xu; Hao Zhang 048; Hou Pong Chan; Chaoqun Liu; Lidong Bing; Deli Zhao; Anh Tuan Luu; Yu Rong (ACL (1), 2025)

LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models. - Zhiyuan Hu; Yuliang Liu; Jinman Zhao; Suyuchen Wang; WangYan WangYan; Wei Shen; Qing Gu 001; Anh Tuan Luu; See-Kiong Ng; Zhiwei Jiang 001; Bryan Hooi (ACL (1), 2025)

Massively Multilingual Instruction-Following Information Extraction. - Thang Le; Huy Huu Nguyen; Anh Tuan Luu; Thien Huu Nguyen (ACL (Findings), 2025)

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines. - Do Xuan Long; Duong Ngoc Yen; Do Xuan Trong; Anh Tuan Luu; Kenji Kawaguchi; Shafiq Joty; Min-Yen Kan; Nancy F. Chen (ACL (Findings), 2025)

ClozeMath: Improving Mathematical Reasoning in Language Models by Learning to Fill Equations. - Quang Hieu Pham; Thuy Duong Nguyen; Tung Pham; Anh Tuan Luu; Dat Quoc Nguyen (ACL (Findings), 2025)

AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. - Xiaobao Wu; Liangming Pan; Yuxi Xie; Ruiwen Zhou; Shuai Zhao 007; Yubo Ma; Mingzhe Du; Rui Mao 010; Anh Tuan Luu; William Yang Wang (ACL (1), 2025)

Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning. - Huimin Xu; Xin Mao; Feng-Lin Li; Xiaobao Wu; Wang Chen; Wei Zhang 218; Anh Tuan Luu (ACL (Findings), 2025)

SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation. - Huimin Xu; Xin Mao; Feng-Lin Li; Xiaobao Wu; Wang Chen; Wei Zhang 218; Anh Tuan Luu (ACL (Findings), 2025)

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels. - Chaoqun Liu; Qin Chao; Wenxuan Zhang 001; Xiaobao Wu; Boyang Li 001; Anh Tuan Luu; Lidong Bing (COLING, 2025)

As Simple as Fine-tuning: LLM Alignment via Bidirectional Negative Feedback Loss. - Xin Mao; Huimin Xu; Feng-Lin Li; Ziqi Jin; Wang Chen; Wei Zhang 218; Anh Tuan Luu (ICLR, 2025)

Discrete Diffusion Language Model for Efficient Text Summarization. - Do Huu Dat; Duc Anh Do; Anh Tuan Luu; Wray L. Buntine (NAACL (Findings), 2025)

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia. - Chaoqun Liu; Wenxuan Zhang 001; Jiahao Ying; Mahani Aljunied; Anh Tuan Luu; Lidong Bing (NAACL (Findings), 2025)

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models. - Chaoqun Liu; Wenxuan Zhang 001; Yiran Zhao 006; Anh Tuan Luu; Lidong Bing (NAACL (Long Papers), 2025)

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation. - Cong-Duy T. Nguyen; Xiaobao Wu; Thong Thanh Nguyen; Shuai Zhao 007; Khoi M. Le; Viet-Anh Nguyen; Yichao Feng; Anh Tuan Luu (NAACL (Long Papers), 2025)

Curriculum Demonstration Selection for In-Context Learning. - Duc Anh Vu 002; Cong-Duy Nguyen; Xiaobao Wu; Nhat M. Hoang; Mingzhe Du; Thong Nguyen 003; Anh Tuan Luu (SAC, 2025)

Clean-label backdoor attack and defense: An examination of language model vulnerability. - Shuai Zhao 007; Xiaoyu Xu; Luwei Xiao; Jinming Wen; Luu Anh Tuan (Expert Syst. Appl., 2025)

Dynamic task balancing for joint information extraction. - Anran Hao; Shuo Sun; Jian Su 002; Siu Cheung Hui; Anh Tuan Luu (Neurocomputing, 2025)

A Survey of Recent Backdoor Attacks and Defenses in Large Language Models. - Shuai Zhao 007; Meihuizi Jia; Zhongliang Guo 001; Leilei Gan; Xiaoyu Xu; Xiaobao Wu; Jie Fu 001; Yichao Feng; Fengjun Pan; Anh Tuan Luu (Trans. Mach. Learn. Res., 2025)

Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation. - Cong-Duy Nguyen; Xiaobao Wu; Thong Nguyen 003; Shuai Zhao 007; Khoi Le; Viet-Anh Nguyen; Yichao Feng; Anh Tuan Luu (CoRR, 2025)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search. - Haoran Luo 001; Haihong E; Yikai Guo; Qika Lin; Xiaobao Wu; Xinyu Mu; Wenhao Liu; Meina Song; Yifan Zhu 001; Luu Anh Tuan (CoRR, 2025)

CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base. - Cong-Duy Nguyen; Xiaobao Wu; Duc Anh Vu 002; Shuai Zhao 007; Thong Nguyen 003; Anh Tuan Luu (CoRR, 2025)

CodeArena: A Collective Evaluation Platform for LLM Code Generation. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; Xiaobao Wu; Dong Huang 005; Terry Yue Zhuo; Qian Liu 012; See-Kiong Ng (CoRR, 2025)

HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation. - Haoran Luo 001; Haihong E; Guanting Chen 004; Yandan Zheng; Xiaobao Wu; Yikai Guo; Qika Lin; Yu Feng 015; Ze-min Kuang; Meina Song; Yifan Zhu 001; Luu Anh Tuan (CoRR, 2025)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation. - Yichao Feng; Shuai Zhao 007; Yueqiu Li; Luwei Xiao; Xiaobao Wu; Anh Tuan Luu (CoRR, 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

Guiding VLM Agents with Process Rewards at Inference Time for GUI Navigation. - Zhiyuan Hu; Shiyun Xiong; Yifan Zhang 004; See-Kiong Ng; Anh Tuan Luu; Bo An 001; Shuicheng Yan; Bryan Hooi (CoRR, 2025)

Inception: Jailbreak the Memory Mechanism of Text-to-Image Generation Systems. - Shiqian Zhao; Jiayang Liu; Yiming Li 004; Runyi Hu; Xiaojun Jia; Wenshu Fan; Xinfeng Li; Jie Zhang 073; Wei Dong 001; Tianwei Zhang 004; Luu Anh Tuan (CoRR, 2025)

Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding. - Thong Nguyen 003; Zhiyuan Hu; Xu Lin; Cong-Duy Nguyen; See-Kiong Ng; Luu Anh Tuan (CoRR, 2025)

EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code. - Yuhao Qing; Boyu Zhu; Mingzhe Du; Zhijiang Guo; Terry Yue Zhuo; Qianru Zhang; Jie M. Zhang; Heming Cui; Siu-Ming Yiu; Dong Huang 005; See-Kiong Ng; Luu Anh Tuan (CoRR, 2025)

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective. - Siyue Zhang; Yilun Zhao 001; Liyuan Geng; Arman Cohan; Anh Tuan Luu; Chen Zhao (CoRR, 2025)

Three Minds, One Legend: Jailbreak Large Reasoning Model with Adaptive Stacked Ciphers. - Viet-Anh Nguyen; Shiqian Zhao; Gia Dao; Runyi Hu; Yi Xie; Luu Anh Tuan (CoRR, 2025)

Detecting Harmful Memes with Decoupled Understanding and Guided CoT Reasoning. - Fengjun Pan; Anh Tuan Luu; Xiaobao Wu (CoRR, 2025)

Affective-ROPTester: Capability and Bias Analysis of LLMs in Predicting Retinopathy of Prematurity. - Shuai Zhao 007; Yulin Zhang; Luwei Xiao; Xinyi Wu; Yanhao Jia; Zhongliang Guo 001; Xiaobao Wu; Cong-Duy Nguyen; Guoming Zhang; Anh Tuan Luu (CoRR, 2025)

MUR: Momentum Uncertainty guided Reasoning for Large Language Models. - Hang Yan 010; Fangzhi Xu; Rongman Xu; Yifei Li 006; Jian Zhang 087; Haoran Luo 001; Xiaobao Wu; Luu Anh Tuan; Haiteng Zhao; Qika Lin; Jun Liu 002 (CoRR, 2025)

Graph-R1: Towards Agentic GraphRAG Framework via End-to-end Reinforcement Learning. - Haoran Luo 001; Haihong E; Guanting Chen 004; Qika Lin; Yikai Guo; Fangzhi Xu; Ze-min Kuang; Meina Song; Xiaobao Wu; Yifan Zhu 001; Luu Anh Tuan (CoRR, 2025)

From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning. - Yichao Feng; Haoran Luo 001; Lang Feng 007; Shuai Zhao 007; Anh Tuan Luu (CoRR, 2025)