| Towards Robustness Against Natural Language Word Substitutions X Dong, AT Luu, R Ji, H Liu ICLR, 2021 | 122 | 2021 |
| How should pre-trained language models be fine-tuned towards adversarial robustness? X Dong, AT Luu, M Lin, S Yan, H Zhang NeurIPS, 2021 | 65 | 2021 |
| Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning X Wu, AT Luu, X Dong EMNLP, 2022 | 38 | 2022 |
| Certified Robustness Against Natural Language Attacks by Causal Intervention H Zhao*, C Ma*, X Dong*, AT Luu, ZH Deng, H Zhang ICML, 2022 | 37 | 2022 |
| Effective Neural Topic Modeling with Embedding Clustering Regularization X Wu, X Dong, TT Nguyen, AT Luu ICML, 2023 | 35 | 2023 |
| InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling X Wu, X Dong, T Nguyen, C Liu, LM Pan, AT Luu AAAI, 2023 | 18 | 2023 |
| A Versatile Causal Discovery Framework to Allow Causally-Related Hidden Variables X Dong, B Huang, I Ng, X Song, Y Zheng, S Jin, R Legaspi, P Spirtes, ... ICLR, 2024 | 13 | 2024 |
| Api-net: Robust generative classifier via a single discriminator X Dong, H Liu, R Ji, L Cao, Q Ye, J Liu, Q Tian ECCV, 2020 | 12 | 2020 |
| Temporally Disentangled Representation Learning under Unknown Nonstationarity X Song, W Yao, Y Fan, X Dong, G Chen, JC Niebles, E Xing, K Zhang NeurIPS, 2023 | 9 | 2023 |
| Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion X Wu, X Dong, L Pan, T Nguyen, AT Luu ACL Findings, 2024 | 8 | 2024 |
| DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding T Nguyen, X Wu, X Dong, CD Nguyen, SK Ng, A Luu EMNLP Findings, 2023 | 8 | 2023 |
| Topic modeling as multi-objective optimization with Setwise Contrastive Learning TT Nguyen, X Wu, X Dong, CDT Nguyen, SK Ng, AT Luu ICLR, 2024 | 6 | 2024 |
| Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. T Nguyen, Y Bin, X Wu, X Dong, Z Hu, K Le, CD Nguyen, SK Ng, AT Luu ECCV, 2024 | 5 | 2024 |
| READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling T Nguyen, X Wu, X Dong, K Le, Z Hu, CD Nguyen, SK Ng, LA Tuan AAAI, 2024 | 5 | 2024 |
| Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction TT Nguyen, X Wu, X Dong, CDT Nguyen, Z Hai, L Bing, AT Luu ACL Findings, 2023 | 4 | 2023 |
| Structural Estimation of Partially Observed Linear Non-Gaussian Acyclic Model: A Practical Approach with Identifiability S Jin, F Xie, G Chen, B Huang, Z Chen, X Dong, K Zhang ICLR, 2024 | 3 | 2024 |
| Score-Based Causal Discovery of Latent Variable Causal Models I Ng, X Dong, H Dai, B Huang, P Spirtes, K Zhang ICML, 2024 | 2* | 2024 |
| On the Identifiability of Sparse ICA without Assuming Non-Gaussianity I Ng, Y Zheng, X Dong, K Zhang NeurIPS, 2023 | 2 | 2023 |
| Adversarial attacks and defenses in natural language processing X Dong Nanyang Technological University, 2022 | 2 | 2022 |
| Permutation-Based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data X Dong, I Ng, B Sun, H Dai, GY Hao, S Fan, P Spirtes, Y Qiu, K Zhang arXiv preprint arXiv:2501.18990, 2025 | | 2025 |
Luu Anh TuanAssistant Professor, Nanyang Technological University, Singapore確認したメール アドレス: ntu.edu.sg