Anh Tuan Luu

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 120

Top Venues

Publications

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu
Topic Modeling as Multi-Objective Contrastive Optimization. CoRR (2024)
Xiaobao Wu, Liangming Pan, William Yang Wang, Anh Tuan Luu
Updating Language Models with Unstructured Facts: Towards Practical Knowledge Editing. CoRR (2024)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. AAAI (2024)
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. CoRR (2024)
Nhat M. Hoang, Xuan Long Do, Duc Anh Do, Duc Anh Vu, Anh Tuan Luu
ToXCL: A Unified Framework for Toxic Speech Detection and Explanation. NAACL-HLT (2024)
Thong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu
Encoding and Controlling Global Semantics for Long-form Video Question Answering. CoRR (2024)
Do Huu Dat, Do Duc Anh, Anh Tuan Luu, Wray L. Buntine
Discrete Diffusion Language Model for Long Text Summarization. CoRR (2024)
Thong Thanh Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu
Topic Modeling as Multi-Objective Contrastive Optimization. ICLR (2024)
Haoran Luo, Haihong E, Zichen Tang, Shiyao Peng, Yikai Guo, Wentai Zhang, Chenghao Ma, Guanting Dong, Meina Song, Wei Lin, Yifan Zhu, Anh Tuan Luu
ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models. ACL (Findings) (2024)
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. NAACL-HLT (2024)
Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. CoRR (2024)
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. AAAI (2024)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. CoRR (2024)
Guizhen Chen, Liying Cheng, Anh Tuan Luu, Lidong Bing
Exploring the Potential of Large Language Models in Computational Argumentation. ACL (1) (2024)
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. ACL (Findings) (2024)
Khoi M. Le, Trinh Pham, Tho Quan, Anh Tuan Luu
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training. CoRR (2024)
Trinh Pham, Khoi Le, Anh Tuan Luu
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages. ACL (1) (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) (2024)
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
Mercury: An Efficiency Benchmark for LLM Code Synthesis. CoRR (2024)
Jie Wei, Guanyu Hu, Xinyu Yang, Anh Tuan Luu, Yizhuo Dong
Learning facial expression and body gesture visual information for video emotion recognition. Expert Syst. Appl. 237 (Part A) (2024)
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
A Survey on Neural Topic Models: Methods, Applications, and Challenges. CoRR (2024)
Khoi M. Le, Trinh Pham, Tho Quan, Anh Tuan Luu
LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training. AAAI (2024)
Van Long Phuoc Pham, Duc Anh Vu, Nhat Minh Hoang, Xuan Long Do, Anh Tuan Luu
ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions. SAC (2024)
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
From Static to Dynamic: Knowledge Metabolism for Large Language Models. AAAI (2024)
Zhiyuan Hu, Chumin Liu, Yue Feng, Anh Tuan Luu, Bryan Hooi
PoetryDiffusion: Towards Joint Semantic and Metrical Manipulation in Poetry Generation. AAAI (2024)
Thang Le, Anh Tuan Luu
Extractive Summarization with Text Generator. NAACL-HLT (2024)
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
A survey on neural topic models: methods, applications, and challenges. Artif. Intell. Rev. 57 (2) (2024)
Brian Formento, Wenjie Feng, Chuan-Sheng Foo, Anh Tuan Luu, See-Kiong Ng
SemRoDe: Macro Adversarial Training to Learn Representations that are Robust to Word-Level Attacks. NAACL-HLT (2024)
Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models. CoRR (2024)
Anran Li, Yuanyuan Chen, Jian Zhang, Mingfei Cheng, Yihao Huang, Yueming Wu, Anh Tuan Luu, Han Yu
Historical Embedding-Guided Efficient Large-Scale Federated Graph Learning. Proc. ACM Manag. Data 2 (3) (2024)
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. CoRR (2024)
Chaoqun Liu, Wenxuan Zhang, Yiran Zhao, Anh Tuan Luu, Lidong Bing
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models. CoRR (2024)
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, Anh Tuan Luu, Shafiq Joty
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges. ACL (Findings) (2024)
Xin Mao, Feng-Lin Li, Huimin Xu, Wei Zhang, Anh Tuan Luu
Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration. CoRR (2024)
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR (2024)
Brian Formento, Chuan-Sheng Foo, Anh Tuan Luu, See-Kiong Ng
Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study. EACL (Findings) (2023)
Xiaobao Wu, Xinshuai Dong, Thong Thanh Nguyen, Anh Tuan Luu
Effective Neural Topic Modeling with Embedding Clustering Regularization. ICML (2023)
Ruicheng Liu, Rui Mao, Anh Tuan Luu, Erik Cambria
A brief survey on recent advances in coreference resolution. Artif. Intell. Rev. 56 (12) (2023)
Vijay Prakash Dwivedi, Chaitanya K. Joshi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson
Benchmarking Graph Neural Networks. J. Mach. Learn. Res. 24 (2023)
Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
Fact-Checking Complex Claims with Program-Guided Reasoning. ACL (1) (2023)
Fabian M. Suchanek, Anh Tuan Luu
Knowledge Bases and Language Models: Complementing Forces. RuleML+RR (2023)
Anran Hao, Anh Tuan Luu, Siu Cheung Hui, Jian Su
A contrastive learning framework for Event Detection via semantic type prototype representation modelling. Neurocomputing 556 (2023)
Zhiyuan Hu, Yue Feng, Anh Tuan Luu, Bryan Hooi, Aldo Lipani
Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System. CIKM (2023)
Mingzhe Du, Anh Tuan Luu, Bin Ji, See-Kiong Ng
From Static to Dynamic: A Continual Learning Framework for Large Language Models. CoRR (2023)
Zhiyuan Hu, Yue Feng, Anh Tuan Luu, Bryan Hooi, Aldo Lipani
Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulator to Enhance Dialogue System. CoRR (2023)
Van Long Phuoc Pham, Duc Anh Vu, Nhat M. Hoang, Xuan Long Do, Anh Tuan Luu
ChatGPT as a Math Questioner? Evaluating ChatGPT on Generating Pre-university Math Questions. CoRR (2023)
Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing
Zero-Shot Text Classification via Self-Supervised Tuning. ACL (Findings) (2023)
Zhiyuan Hu, Yue Feng, Yang Deng, Zekun Li, See-Kiong Ng, Anh Tuan Luu, Bryan Hooi
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals. CoRR (2023)
Xiaobao Wu, Fengjun Pan, Anh Tuan Luu
Towards the TopMost: A Topic Modeling System Toolkit. CoRR (2023)
Yandan Zheng, Anran Hao, Anh Tuan Luu
Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation. CoRR (2023)
Haochen Li, Xin Zhou, Anh Tuan Luu, Chunyan Miao
Rethinking Negative Pairs in Code Search. EMNLP (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. CoRR (2023)
Vijay Prakash Dwivedi, Yozen Liu, Anh Tuan Luu, Xavier Bresson, Neil Shah, Tong Zhao
Graph Transformers for Large Graphs. CoRR (2023)
Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing
Zero-Shot Text Classification via Self-Supervised Tuning. CoRR (2023)
Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang, Min-Yen Kan, Preslav Nakov
Fact-Checking Complex Claims with Program-Guided Reasoning. CoRR (2023)
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. ACM Multimedia (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. AAAI (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. CoRR (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. ACL (Findings) (2023)
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu
Effective Neural Topic Modeling with Embedding Clustering Regularization. CoRR (2023)
Shuai Zhao, Jinming Wen, Anh Tuan Luu, Junbo Zhao, Jie Fu
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models. EMNLP (2023)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. EMNLP (Findings) (2023)
Yue Zhang, Yafu Li, Leyang Cui, Deng Cai, Lemao Liu, Tingchen Fu, Xinting Huang, Enbo Zhao, Yu Zhang, Yulong Chen, Longyue Wang, Anh Tuan Luu, Wei Bi, Freda Shi, Shuming Shi
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models. CoRR (2023)
Yandan Zheng, Anran Hao, Anh Tuan Luu
Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation. ACL (1) (2023)
Vijay Prakash Dwivedi, Ladislav Rampásek, Mikhail Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini
Long Range Graph Benchmark. CoRR (2022)
Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP (2022)
Vijay Prakash Dwivedi, Ladislav Rampásek, Michael Galkin, Ali Parviz, Guy Wolf, Anh Tuan Luu, Dominique Beaini
Long Range Graph Benchmark. NeurIPS (2022)
Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu
Vision-and-Language Pretraining. CoRR (2022)
Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson
Graph Neural Networks with Learnable Structural and Positional Representations. ICLR (2022)
Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. EMNLP (2022)
Leon O. Guertler, Andri Ashfahani, Anh Tuan Luu
How to train your draGAN: A task oriented solution to imbalanced classification. CoRR (2022)
Xiaobao Wu, Anh Tuan Luu, Xinshuai Dong
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning. CoRR (2022)
Dang Nguyen Minh, Anh Tuan Luu
Textual Manifold-based Defense Against Natural Language Adversarial Examples. EMNLP (2022)
Jie Wei, Guanyu Hu, Xinyu Yang, Anh Tuan Luu, Yizhuo Dong
Audio-Visual Domain Adaptation Feature Fusion for Speech Emotion Recognition. INTERSPEECH (2022)
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)
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
Certified Robustness Against Natural Language Attacks by Causal Intervention. CoRR (2022)
Thong Thanh Nguyen, Anh Tuan Luu
Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation. AAAI (2022)
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 (2022)
Ladislav Rampásek, Michael Galkin, Vijay Prakash Dwivedi, Anh Tuan Luu, Guy Wolf, Dominique Beaini
Recipe for a General, Powerful, Scalable Graph Transformer. NeurIPS (2022)
Ladislav Rampásek, Mikhail Galkin, Vijay Prakash Dwivedi, Anh Tuan Luu, Guy Wolf, Dominique Beaini
Recipe for a General, Powerful, Scalable Graph Transformer. CoRR (2022)
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)
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 (2021)
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)
Thong Nguyen, Anh Tuan Luu
Contrastive Learning for Neural Topic Model. CoRR (2021)
Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu
Towards Robustness Against Natural Language Word Substitutions. ICLR (2021)
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
Enriching and Controlling Global Semantics for Text Summarization. CoRR (2021)
Xinshuai Dong, Anh Tuan Luu, Rongrong Ji, Hong Liu
Towards Robustness Against Natural Language Word Substitutions. CoRR (2021)
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)
Thong Nguyen, Anh Tuan Luu
Contrastive Learning for Neural Topic Model. NeurIPS (2021)
Vijay Prakash Dwivedi, Anh Tuan Luu, Thomas Laurent, Yoshua Bengio, Xavier Bresson
Graph Neural Networks with Learnable Structural and Positional Representations. CoRR (2021)
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
Enriching and Controlling Global Semantics for Text Summarization. EMNLP (1) (2021)
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)
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 (2020)
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)
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)
Yi Tay, Anh Tuan Luu, Aston Zhang, Shuohang Wang, Siu Cheung Hui
Compositional De-Attention Networks. NeurIPS (2019)
Yi Tay, Shuai Zhang, Anh Tuan Luu, Siu Cheung Hui, Lina Yao, Tran Dang Quang Vinh
Holographic Factorization Machines for Recommendation. AAAI (2019)
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains. IJCAI (2018)
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
Compare, Compress and Propagate: Enhancing Neural Architectures with Alignment Factorization for Natural Language Inference. EMNLP (2018)
Yi Tay, Anh Tuan Luu, Siu Cheung Hui
CoupleNet: Paying Attention to Couples with Coupled Attention for Relationship Recommendation. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anh Tuan Luu