Papers

Every paper counted on this site, newest first.

Year	Venue	Outcome	Title	Professors
2026	ICLR	rejected	A Multi-Institutional Multimodal EEG Benchmark for Foundation Model Generalization and Early Neurological Diagnosis	Phi Le Nguyen
2026	ICLR	rejected	A Non-vacuous Test Error Guarantee for Deep Learning without Altering the Model	Than Quang Khoat
2026	ICLR	rejected	A Tight Error Bound for Deep Learning via Distribution and Loss Complexity	Than Quang Khoat
2026	ICLR	accepted	Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment	Ngo Van Linh
2026	ICLR	accepted	CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization	Dung D. Le
2026	ICLR	rejected	Cognitively Inspired Reflective Evolution: Interactive Multi-Turn LLM–EA Synthesis of Heuristics for Combinatorial Optimization	Huynh Thi Thanh Binh, Nguyen Thi Hanh, Son Van Nguyen
2026	ICLR	rejected	Diffusion-Inspired Reconfiguration of Transformers for Uncertainty Quantification	Phi Le Nguyen
2026	ICLR	desk-rejected	Dimension-Adaptive MCTS: Optimal Sample Complexity for Continuous Action Planning	Tuan Dam
2026	ICLR	rejected	DistillMoE: Multi-Faceted Knowledge Distillation for Cross-Tokenizer Embedding Models	Ngo Van Linh, Nguyen Thi Ngoc Diep
2026	ICLR	rejected	Distributional Monte-Carlo Tree Search with Thompson Sampling in Stochastic Environments	Tuan Dam
2026	ICLR	rejected	Exploiting Client Heterogeneity for Forgetting Mitigation in Federated Continual Learning: A Spatio-Temporal Gradient Alignment Approach	Dung D. Le
2026	ICLR	accepted	FACET: A Fragment-Aware Conformer Ensemble Transformer	Khoa D. Doan
2026	ICLR	rejected	FedDTW: Federated Digital Twin Weighting for Mitigating Client Heterogeneity and Unreliable Connectivity	Danh Le-Phuoc, Son Ha Xuan
2026	ICLR	rejected	FLoRA-NA: Nearly Accurate Aggregation for Federated Low-Rank Adaptation	Dung D. Le
2026	ICLR	rejected	GraDA: Gradient-Guided Knowledge Distillation for Domain Adaptation	Doanh Cao Bui
2026	ICLR	rejected	Integrating Selective State-Space Models and Bayesian Graph Attention for Uncertainty-aware Time-Series Analysis	Quang-Vinh Dang
2026	ICLR	accepted	LCA: Local Classifier Alignment for Continual Learning	Than Quang Khoat
2026	ICLR	rejected	MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP	Dung D. Le
2026	ICLR	rejected	Nonparametric Unsupervised Data Condensation for Gigapixel Histological Images	Phi Le Nguyen, Minh Do, Thanh Trung Huynh
2026	ICLR	rejected	OptSHAP: Explaining Dimensionality Reduction-based Models for Tabular Data via Optimization	Thanh-Binh Nguyen
2026	ICLR	rejected	PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy	Long Dao Van
2026	ICLR	rejected	Reflecting and Linking knowledge: Dynamic Label Structures for Prompt-based Continual Learning	Ngo Van Linh
2026	ICLR	desk-rejected	Region in Context: Text-Conditioned Image Editing with Human-Like Semantic Reasoning	Dinh-Cuong Hoang, Minhhuy Le
2026	ICLR	rejected	SPKGDiag: Learning Symptom-Linked Patient Knowledge Graphs via Multi-Hop Similarity Message Passing for Automatic Diagnosis	Cong-Tinh Dao, Hai Thanh Nguyen, Thao Nguyen Minh Phan
2026	ICLR	rejected	STELAR: Dual-space training EEG Foundation Models for Transferable Representations	Phi Le Nguyen
2026	ICLR	rejected	SUSI: Semi-Structured Pruning for LLMs via Differentiable Subset Sampling	Than Quang Khoat
2026	ICLR	rejected	SyNC: Balancing Fidelity and Diversity of Synthetic Data Representations in CLIP-based Few-Shot Learning via Neural Collapse	Dung D. Le
2026	ICLR	rejected	The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models	Khoa D. Doan, Binh T. Nguyen
2026	ICLR	rejected	Tight Robustness Certificates and Wasserstein Distributional Attacks for Deep Neural Networks	Binh T. Nguyen, Hong T.M. Chu
2026	ICLR	rejected	Token Dynamics on Spheres in Mamba Models	Hoang-Son Do
2026	ICLR	rejected	Token-Regulated Group Relative Policy Optimization for Stable Reinforcement Learning in Large Language Models	Ngo Van Linh
2026	ICLR	accepted	UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels	Minh Do
2026	ICLR	desk-rejected	VM14K: First Vietnamese Medical Benchmark	Minh Tran
2026	NeurIPS	accepted unofficial	BECON: Belief-Conditioned Constrained Multi-Objective Reinforcement Learning under Drifting Preferences and Budgets	Huynh Thi Thanh Binh, Bui Trong Duc
2026	NeurIPS	accepted unofficial	Beyond Expected Values: Risk-Sensitive Planning with Distributional Monte-Carlo Tree Search	Tuan Dam
2026	NeurIPS	accepted unofficial	Birth-Death Structural Learning for 3D Gaussian Splatting	Binh T. Nguyen
2026	NeurIPS	accepted unofficial	COMPASS: Composable Policy-Amortized Structured Search for LLM-Based Optimization Modeling	Huynh Thi Thanh Binh, Bui Trong Duc
2026	NeurIPS	accepted unofficial	Conflict-Aware Logit Adapters for Utility-Preserving Anti-Distillation	Ngo Van Linh
2026	NeurIPS	accepted unofficial	Contrastive Hypergraph Source-free Domain Adaptive Object Detection in Adverse Weathers	Danh Le-Phuoc
2026	NeurIPS	accepted unofficial	ControlJEPA: Principled Trajectory Regularization via Lyapunov Tube Loss	Uyen N.B. Vo, Thai Khanh Nguyen
2026	NeurIPS	accepted unofficial	CoupledFlow: One-Step Neural Operators for Coupled Multi-Physics PDEs	Phi Le Nguyen
2026	NeurIPS	accepted unofficial	Decoding the Critique Mechanism in Large Reasoning Models	Khoa D. Doan
2026	NeurIPS	accepted unofficial	Disentangling Optimization Geometry via Hierarchical Polar Adapters for Class-Incremental Learning	Quynh-Trang Pham Thi, Duc-Trong Le
2026	NeurIPS	accepted spotlight unofficial	First-Token Attraction in Mamba Dynamics	Hoang-Son Do
2026	NeurIPS	accepted unofficial	Graph Topology Augmentation for Prioritized Sweeping in Non-stationary Reinforcement Learning	Tuan Dam
2026	NeurIPS	accepted unofficial	Graph-Based Stochastic-Power-UCT: Monte-Carlo Graph Search with Power Mean Estimation	Tuan Dam, Hoang Ta
2026	NeurIPS	accepted unofficial	How Finite-Rank Bottleneck Shape the Low-Rank Adaptation Landscape	Binh T. Nguyen
2026	NeurIPS	accepted unofficial	Kernelized Activation Steering	Than Quang Khoat
2026	NeurIPS	accepted unofficial	Latent Abstraction for Retrieval-Augmented Generation	Dung D. Le
2026	NeurIPS	accepted unofficial	Learning in Policy Transparency Games: Wedge Structure and Adaptive Certification	Tuan Do, Nguyen Tu Uyen
2026	NeurIPS	accepted unofficial	MAGE: Towards Generalizable Multi-timescale EEG Representations	Phi Le Nguyen
2026	NeurIPS	accepted unofficial	MulCLIP: A Multi-level Alignment Framework for Enhancing Fine-grained Long-context CLIP	Dung D. Le
2026	NeurIPS	accepted spotlight unofficial	Nearly Optimal Fixed-Confidence Best-Arm Identification with 1-Bit Feedback	Tuan Dam, Hoang Ta
2026	NeurIPS	accepted unofficial	Nonparametric Distribution Matching for Self-Supervised Whole-Slide Image Condensation	Phi Le Nguyen, Thanh Trung Huynh
2026	NeurIPS	accepted unofficial	On the Primacy Bias in RLVR Training	Khoa D. Doan
2026	NeurIPS	accepted unofficial	Probe-Guided Gradient Balancing for Multimodal Learning	Thuy T. Nguyen
2026	NeurIPS	accepted unofficial	Raw-Routed Mixture of Adapters: A Causal Intervention for Routing Collapse in Time Series Foundation Models	Nhat-Quang Tran, Thuy T. Nguyen
2026	NeurIPS	accepted unofficial	Rethinking Molecular Graph Backdoors under Chemistry-aware Admission	Khoa D. Doan
2026	NeurIPS	accepted unofficial	Selective Off-Policy Reference Tuning with Plan Guidance	Ngo Van Linh
2026	NeurIPS	accepted unofficial	Sharp Non-Asymptotic Analysis of the Penalized Challenger in $\beta$-EB-TCI for Bernoulli Bandits	Tuan Dam
2026	NeurIPS	accepted unofficial	Spectral Identifiability for World Models: Polynomial Projectors, Resolvent Stability, and a Krylov Bottleneck	Tuan Do
2026	NeurIPS	accepted unofficial	SympFNO: Structure-Preserving Fourier Neural Operators for Physical Surrogate Modeling	Tuan Do, Long Hoang Dang
2026	NeurIPS	accepted unofficial	The Reasoning Boundary Paradox: How Reinforcement Learning Constrains Language Models	Khoa D. Doan, Binh T. Nguyen
2026	NeurIPS	accepted unofficial	Trajectory-Matching Meta Pseudo-Labeling for Semi-Supervised Learning	Dung D. Le
2026	NeurIPS	accepted unofficial	Two-Clustering Regime of Token Dynamics in Causal Attention	Hoang-Son Do
2026	ICML	accepted	$f$-Divergence Self-Play for Tabular Anomaly Detection via Large Language Models	Ngo Van Linh
2026	ICML	accepted	Automatic Unsupervised Ensemble Outlier Model Selection	Son Ha Xuan
2026	ICML	accepted spotlight	Conservation Laws for Modern Neural Architectures	Tuan Dam
2026	ICML	accepted	Cross-Modal Knowledge Distillation without Paired Data: Theoretical Foundation and Algorithm	Phi Le Nguyen
2026	ICML	accepted	FOCA: Future-Oriented Conditioning for Data-Efficient Vision-Language-Action Adaptation	Khoa D. Doan, An Thai Le
2026	ICML	accepted	HieRD: Hierarchical Relational Distillation for Vision-Language Embedding Models	Ngo Van Linh
2026	ICML	accepted oral	MuonSSM: Orthogonalizing State Space Models for Sequence Modeling	Cuong Pham, Uyen N.B. Vo
2026	ICML	accepted	Quadratically Regularized Optimal Transport: Localization Bounds and Affine Case Analysis	Binh T. Nguyen
2026	ICML	accepted oral	Second-Order Smooth Planning with Optimal-Transport Bellman Smoothing	Tuan Dam
2026	ICML	accepted	The Fisher Dimension: Instance-Dependent Complexity for Causal Discovery	Tuan Do
2026	ICML	accepted	TokenRatio: Principled Token-Level Preference Optimization via Ratio Matching	Ngo Van Linh, Khoa D. Doan
2026	ICML	accepted	Variance Driven Exploration: A Provable and Efficient Methodology for Pure Exploration in Highly Stochastic Environments	Tuan Dam, Hoang Ta
2026	CVPR	accepted	An Optimal Transport-driven Approach for Cultivating Latent Space in Online Incremental Learning	Than Quang Khoat, Ngo Van Linh
2026	CVPR	accepted	BALM: A Model-Agnostic Framework for Balanced Multimodal Learning under Imbalanced Missing Rates	Duc-Trong Le
2026	CVPR	accepted	Beyond the Global Scores: Fine-Grained Token Grounding as a Robust Detector of LVLM Hallucinations	Phi Le Nguyen
2026	CVPR	accepted	BluRef: Unsupervised Image Deblurring with Dense-Matching References	Cuong Pham
2026	CVPR	accepted	Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression	Dung D. Le
2026	CVPR	rejected	Dual Strategies for Test-Time Adaptation	Phi Le Nguyen
2026	CVPR	accepted	HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation	Khoa D. Doan, Thanh-Binh Nguyen
2026	CVPR	accepted	InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting	Cuong Pham
2026	CVPR	rejected	Memory-Efficient Continual Learning with Prototypical Exemplar Condensation	Dung D. Le
2026	CVPR	rejected	Onboarding Without Forgetting: Hypernetwork Personalization with Data-Free Replay for Personalized Federated Learning	Khoa D. Doan
2026	CVPR	rejected	Overthinking Causes Hallucination: Tracing Confounder Propagation in Vision Language Models	Phi Le Nguyen
2026	CVPR	rejected	Phantasia: Context-Adaptive Backdoors in Vision Language Models	Phi Le Nguyen
2026	CVPR	rejected	SwiftPie: Lightning-Fast Subject-Driven Image Personalization via One Step Diffusion	Cuong Pham
2026	ECCV	accepted	AC3S: Adaptive Conditioning for 3D-Aware Synthetic Data Generation	Minh Do
2026	ECCV	accepted	Back-Tracking from Clarity: Self-Learning to See Text from Afar	Phi Le Nguyen
2026	ACL	accepted	An Information-Theoretic Foundation for the Subregular Hierarchy	Tuan Do
2026	ACL	accepted	LLM-XTM: Enhancing Cross-Lingual Topic Models with Large Language Models	Ngo Van Linh, Dinh Viet Sang, Nguyen Thi Ngoc Diep
2026	ACL	accepted	MTA: Multi-Granular Trajectory Alignment for Large Language Model Distillation	Ngo Van Linh
2026	ACL	accepted	Octopus: Gated Selective Attention for Memory-Bounded Long-Context Inference in Large Language Models	Ngo Van Linh
2026	ACL	accepted	Region-Grounded Report Generation for 3D Medical Imaging: A Fine-Grained Dataset and Graph-Enhanced Framework	Phi Le Nguyen
2026	ACL	accepted	SRA: Span Representation Alignment for Large Language Model Distillation	Ngo Van Linh, Nguyen Thi Ngoc Diep
2026	ACL	accepted	TALAS: Teacher-Anchored Layer Alignment with Adaptive Sharpness-Aware Minimization for Embedding Distillation	Ngo Van Linh, Nguyen Thi Ngoc Diep
2026	EMNLP	accepted unofficial	Assembling the CREW: A Collaborative Multi-agent Reinforcement Learning Framework for Automated Related Work Generation	Huynh Thi Thanh Binh, Tran Thi Huong
2026	EMNLP	accepted unofficial	Athena: Vulnerability-Affected Library Identification via Knowledge Graph Completion	Huynh Quyet Thang
2026	EMNLP	rejected unofficial	Perish or Flourish? A Holistic Evaluation of Large Language Models for Code Generation in Functional Programming	Huynh Quyet Thang
2026	EMNLP	rejected unofficial	ReVEL: Multi-Turn Reflective LLM-Guided Heuristic Evolution via Structured Performance Feedback	Huynh Thi Thanh Binh, Nguyen Thi Hanh
2026	AAAI	accepted	Clean-Label Physical Backdoor Attacks with Data Distillation	Khoa D. Doan
2026	AAAI	accepted	GloCTM: Cross-Lingual Topic Modeling via a Global Context Space	Ngo Van Linh, Nguyen Thi Ngoc Diep
2026	AAAI	accepted	MCW-KD: Multi-Cost Wasserstein Knowledge Distillation for Large Language Models	Ngo Van Linh
2026	AAAI	accepted	MOTIF: Multi-strategy Optimization via Turn-based Interactive Framework	Huynh Thi Thanh Binh
2026	AAAI	accepted	Pareto-Grid-Guided Large Language Models for Fast and High-Quality Heuristics Design in Multi-Objective Combinatorial Optimization	Huynh Thi Thanh Binh
2026	AAAI	accepted	Reinforce Trustworthiness in Multimodal Emotional Support System	Thanh-Binh Nguyen
2026	AAAI	accepted	VietCheckMed: Explainable Regulatory Compliance Checking for Medical Advertisements on Vietnamese Social Media	Thanh-Binh Nguyen
2026	IJCAI	accepted	Efficient Parallel Algorithms with Linear Queries for Non-Monotone Submodular Maximization	Canh V. Pham, Tan D. Tran
2026	IJCAI	accepted	Fairness k-Submodular Maximization Subject to Matroid Constraint	Canh V. Pham, Tan D. Tran
2025	ICLR	rejected	Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation	Khoa D. Doan, Minh Do
2025	ICLR	rejected	Black-Box Adversarial Attack on Dialogue Generation via Multi-Objective Optimization	Ngoc Hoang Luong
2025	ICLR	accepted	Boosting Multiple Views for pretrained-based Continual Learning	Than Quang Khoat
2025	ICLR	rejected	Boosting Parallel Algorithms in Linear Queries for Non-Monotone Submodular Maximization	Canh V. Pham
2025	ICLR	rejected	Causal Graph Learning via Distributional Invariance of Cause-Effect Relationship	Phi Le Nguyen
2025	ICLR	accepted	CodeMMLU: A Multi-Task Benchmark for Assessing Code Understanding & Reasoning Capabilities of CodeLLMs	Nam Le Hai
2025	ICLR	rejected	ConceptFlow: Unified Framework for Personalized Image Generation	Minh-Triet Tran
2025	ICLR	rejected	Crafting Zero-Cost Proxy Metrics for Neural Architecture Search via Symbolic Regression	Ngoc Hoang Luong, Quan Minh Phan
2025	ICLR	accepted	DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle	Than Quang Khoat
2025	ICLR	desk-rejected	Enhancement of In-Context Reasoning in LLMs through Inductive Rule Learning	Nguyen Viet Ha
2025	ICLR	rejected	Exploiting Hierarchical Taxonomies in Pretrained Continual Learning	Ngo Van Linh
2025	ICLR	rejected	Forget but Recall: Incremental Latent Rectification in Continual Learning	Khoa D. Doan
2025	ICLR	rejected	FROM LOW TO HIGH-VALUE DESIGNS: OFFLINE OPTIMIZATION VIA GENERALIZED DIFFUSION	Phi Le Nguyen
2025	ICLR	rejected	Improving Resistance to Noisy Label Fitting by Reweighting Gradient in SAM	Minh-Triet Tran
2025	ICLR	rejected	Mitigating Reward Over-optimization in Direct Alignment Algorithms with Adaptive Importance Sampling	Khoa D. Doan, Thanh-Binh Nguyen
2025	ICLR	accepted	NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions	Phi Le Nguyen, Hieu Pham
2025	ICLR	rejected	Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator	Khoa D. Doan, Danh Le-Phuoc, Thanh-Binh Nguyen
2025	ICLR	rejected	Pruning Deep Convolutional Neural Network Using Conditional Mutual Information	Tien Vu-Van
2025	ICLR	rejected	Rethinking Attentions in Zero-Shot Real Image Editing	Minh-Triet Tran
2025	ICLR	rejected	Risk-Aware Distributional Intervention Policies for Language Models	Binh T. Nguyen
2025	ICLR	rejected	Sparse Watermarking in LLMs with Enhanced Text Quality	Khoa D. Doan
2025	ICLR	rejected	Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging Deep Generative Models	Khoa D. Doan
2025	ICLR	rejected	TOWARDS LAYER-WISE PERSONALIZED FEDERATED LEARNING: ADAPTIVE LAYER DISENTANGLEMENT VIA CONFLICTING GRADIENTS	Van Duc Nguyen, Trinh Van Chien
2025	ICLR	rejected	Unified Deep Discrete Representation Learning Framework	Cuong Viet Ta
2025	ICLR	rejected	Unveiling Concept Attribution in Diffusion Models	Khoa D. Doan
2025	ICLR	rejected	VisualCoder: Guiding Vision Language Models in Code Execution with Fine-grained Chain-of-Thought Reasoning	Dung D. Le
2025	ICLR	accepted	Wicked Oddities: Selectively Poisoning for Effective Clean-Label Backdoor Attacks	Khoa D. Doan
2025	ICLR	rejected	Zero-shot Object-level Out-of-distribution Detection with Context-aware Inpainting	Dung D. Le
2025	NeurIPS	accepted	A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random	Thanh-Binh Nguyen
2025	NeurIPS	accepted	Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models	Tran Thai Son
2025	NeurIPS	accepted	Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding	Nhan-Phu Chung
2025	NeurIPS	accepted	Hephaestus: Mixture Generative Modeling with Energy Guidance for Large-scale QoS Degradation	Canh V. Pham
2025	NeurIPS	accepted	How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?	Khoa D. Doan
2025	NeurIPS	accepted	Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data	Phi Le Nguyen, Thanh Trung Huynh
2025	NeurIPS	accepted	Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling	Khoa D. Doan, An Mai, Thanh-Binh Nguyen
2025	NeurIPS	rejected	Non-vacuous Bounds for the test error of Deep Learning without any change to the trained models	Than Quang Khoat
2025	NeurIPS	accepted	Optimal Regret Bounds via Low-Rank Structured Variation in Non-Stationary Reinforcement Learning	Tuan Dam
2025	NeurIPS	accepted	Pseudo-Riemannian Graph Transformer	Cuong Viet Ta
2025	NeurIPS	accepted spotlight	ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge	Phi Le Nguyen
2025	NeurIPS	accepted	Token-Level Self-Play with Importance-Aware Guidance for Large Language Models	Ngo Van Linh
2025	NeurIPS	rejected	TriggerCraft: A Framework for Enabling Scalable Physical Backdoor Dataset Generation with Generative Models	Khoa D. Doan
2025	NeurIPS	accepted	Unbalanced Optimal Total Variation Transport: A Theoretical Approach to Spatial Resource Allocation Problems	Nhan-Phu Chung
2025	NeurIPS	accepted	Unveiling Concept Attribution in Diffusion Models	Khoa D. Doan
2025	NeurIPS	rejected	Weak-to-strong Generalization via Formative Learning from Student Demonstrations & Teacher Evaluation	Khoa D. Doan
2025	ICML	accepted oral	LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models	Khoa D. Doan
2025	ICML	accepted spotlight	Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport	Tuan Dam
2025	ICML	accepted	Online Robust Reinforcement Learning Through Monte-Carlo Planning	Tuan Dam
2025	ICML	accepted	Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search	Tuan Dam
2025	ICML	accepted	Provably Improving Generalization of Few-shot models with Synthetic Data	Than Quang Khoat, Dung D. Le
2025	ICCV	accepted	ConstStyle: Robust Domain Generalization with Unified Style Transformation	Phi Le Nguyen, Hieu Pham
2025	ICCV	accepted	Federated Prompt-Tuning with Heterogeneous and Incomplete Multimodal Client Data	Phi Le Nguyen
2025	ICCV	accepted	More Reliable Pseudo-labels, Better Performance: A Generalized Approach to Single Positive Multi-label Learning	Dinh Viet Sang
2025	ICCV	accepted	Region-Level Data Attribution for Text-to-Image Generative Models	Phi Le Nguyen
2025	ICCV	accepted highlight	Seeing the Trees for the Forest: Rethinking Weakly-Supervised Medical Visual Grounding	Phi Le Nguyen
2025	ICCV	accepted	SuMa: A Subspace Mapping Approach for Robust and Effective Concept Erasure in Text-to-Image Diffusion Models	Cuong Pham
2025	ICCV	accepted	Supercharged One-step Text-to-Image Diffusion Models with Negative Prompts	Cuong Pham
2025	ACL	accepted	Mitigating Non-Representative Prototypes and Representation Bias in Few-Shot Continual Relation Extraction	Ngo Van Linh, Dinh Viet Sang, Nguyen Thi Ngoc Diep, Nam Le Hai
2025	EMNLP	accepted	EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments	Ngo Van Linh, Nguyen Thi Ngoc Diep
2025	AAAI	accepted	Adaptive Prompting for Continual Relation Extraction: A Within-Task Variance Perspective	Ngo Van Linh
2025	AAAI	accepted	Few-Shot, No Problem: Descriptive Continual Relation Extraction	Ngo Van Linh
2025	AAAI	accepted	HSEvo: Elevating Automatic Heuristic Design with Diversity-Driven Harmony Search and Genetic Algorithm Using LLMs	Huynh Thi Thanh Binh
2025	AAAI	accepted	Improving Pareto Set Learning for Expensive Multi-objective Optimization via Stein Variational Hypernetworks	Dung D. Le
2025	AAAI	accepted	Progressive Multi-granular Alignments for Grounded Reasoning in Large Vision-Language Models	Long Hoang Dang
2025	AAAI	accepted	REM: A Scalable Reinforced Multi-Expert Framework for Multiplex Influence Maximization	Cuong Pham, Cong Tran
2025	IJCAI	accepted	Localizing Before Answering: A Benchmark for Grounded Medical Visual Question Answering	Phi Le Nguyen
2025	IJCAI	accepted	Robult: Leveraging Redundancy and Modality-Specific Features for Robust Multimodal Learning	Minh Do
2024	ICLR	desk-rejected	ALIN: An Active Learning Framework for Incomplete Networks	Cuong Pham, Cong Tran
2024	ICLR	rejected	Autonomous Catheterization with Open-source Simulator and Expert Trajectory	Hoan Cong Nguyen
2024	ICLR	rejected	Efficient Multi-Fidelity NAS with Zero-Cost Proxy-Guided Local Search	Ngoc Hoang Luong, Quan Minh Phan
2024	ICLR	rejected	Enriching Time Series Representation: Integrating a Noise-Resilient Sampling Strategy with an Efficient Encoder Architecture	Phi Le Nguyen, Hieu Pham
2024	ICLR	rejected	Fooling the Textual Fooler via Randomizing Latent Representations	Khoa D. Doan
2024	ICLR	rejected	Forget-Me-Not: Making Backdoor Hard to be Forgotten in Fine-tuning	Khoa D. Doan
2024	ICLR	rejected	Improving Prompt-based Continual Learning with Key-Query Orthogonal Projection and Prototype-based One-Versus-All	Than Quang Khoat
2024	ICLR	rejected	Leveraging Graph Neural Networks to Boost Fine-Grained Image Classification	Cuong Pham, Cong Tran
2024	ICLR	rejected	REVISITING LARS FOR LARGE BATCH TRAINING GENERALIZATION OF NEURAL NETWORKS	Hoa Tien Nguyen
2024	ICLR	rejected	SENSITIVITY-INFORMED REGULARIZATION FOR OFFLINE BLACK-BOX OPTIMIZATION	Phi Le Nguyen
2024	ICLR	accepted	Understanding the Robustness of Randomized Feature Defense Against Query-Based Adversarial Attacks	Khoa D. Doan
2024	NeurIPS	accepted	Accelerating Transformers with Spectrum-Preserving Token Merging	Thanh-Binh Nguyen
2024	NeurIPS	rejected	Distributional Monte-Carlo Planning with Thompson Sampling in Stochastic Environments	Tuan Dam
2024	NeurIPS	accepted	Incorporating Surrogate Gradient Norm to Improve Offline Optimization Techniques	Phi Le Nguyen
2024	NeurIPS	accepted	Mixture of Experts Meets Prompt-Based Continual Learning	Ngo Van Linh
2024	ICML	accepted	Boosting Offline Optimizers with Surrogate Sensitivity	Phi Le Nguyen
2024	CVPR	accepted	Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains	Cuong Pham
2024	CVPR	accepted	EFHQ: Multi-purpose ExtremePose-Face-HQ dataset	Cuong Pham
2024	CVPR	accepted	Open3DIS: Open-Vocabulary 3D Instance Segmentation with 2D Mask Guidance	Cuong Pham
2024	ECCV	accepted	Data Poisoning Quantization Backdoor Attack	Khoa D. Doan
2024	ECCV	accepted oral	Flatness-aware Sequential Learning Generates Resilient Backdoors	Khoa D. Doan
2024	ECCV	accepted	SwiftBrush v2: Make Your One-step Diffusion Model Better Than Its Teacher	Cuong Pham
2024	ACL	rejected unofficial	A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models	Dung D. Le
2024	ACL	rejected unofficial	Fooling the Textual Fooler via Randomizing Latent Representations	Khoa D. Doan
2024	EMNLP	accepted	CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction	Phi Le Nguyen
2024	EMNLP	accepted	Lifelong Event Detection via Optimal Transport	Ngo Van Linh
2024	EMNLP	accepted	Preserving Generalization of Language models in Few-shot Continual Relation Extraction	Ngo Van Linh, Nam Le Hai
2024	AAAI	accepted	Continual Relation Extraction via Sequential Multi-Task Learning	Ngo Van Linh
2024	AAAI	accepted	Count What You Want: Exemplar Identification and Few-Shot Counting of Human Actions in the Wild	Cuong Pham
2024	AAAI	accepted	MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation	Minh-Triet Tran
2024	AAAI	accepted	On Inference Stability for Diffusion Models	Than Quang Khoat
2024	IJCAI	accepted	Improved Parallel Algorithm for Non-Monotone Submodular Maximization under Knapsack Constraint	Canh V. Pham, Tan D. Tran
2024	IJCAI	accepted	Toward a Manifold-Preserving Temporal Graph Network in Hyperbolic Space	Cuong Viet Ta
2023	ICLR	rejected	FedMEKT: Split Multimodal Embedding Knowledge Transfer in Federated Learning	Minh N. H. Nguyen
2023	ICLR	accepted	Improving Out-of-distribution Generalization with Indirection Representations	Man Ngo
2023	ICLR	rejected	Understanding Pruning at Initialization: An Effective Node-Path Balancing Perspective	Dung D. Le
2023	NeurIPS	accepted	IBA: Towards Irreversible Backdoor Attacks in Federated Learning	Khoa D. Doan
2023	NeurIPS	accepted	LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching	Thanh-Binh Nguyen
2023	NeurIPS	accepted	Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?	Dung D. Le
2023	CVPR	accepted	HyperCUT: Video Sequence From a Single Blurry Image Using Unsupervised Ordering	Cuong Pham
2023	ACL	rejected unofficial	Retrieving relevant context to align representations for cross-lingual event detection	Ngo Van Linh
2023	EMNLP	rejected	A Spectral Viewpoint on Continual Relation Extraction	Ngo Van Linh
2023	EMNLP	accepted	Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction	Duc-Trong Le
2023	EMNLP	accepted	HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts	Thanh-Binh Nguyen
2023	EMNLP	accepted	Reinforced Target-driven Conversational Promotion	Dung D. Le
2023	EMNLP	rejected	The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation	Nam Le Hai
2023	AAAI	accepted	Defending Backdoor Attacks on Vision Transformer via Patch Processing	Khoa D. Doan
2023	AAAI	accepted	Improving Pareto Front Learning via Multi-Sample Hypernetworks	Dung D. Le
2023	IJCAI	accepted	Linear Query Approximation Algorithms for Non-monotone Submodular Maximization under Knapsack Constraint	Canh V. Pham
2022	ICLR	rejected	Generalization of GANs and overparameterized models under Lipschitz continuity	Than Quang Khoat
2022	ICLR	accepted	Generative Pseudo-Inverse Memory	Man Ngo
2022	ICLR	rejected	Gradient Boosting Neural Networks: GrowNet	Khoa D. Doan
2022	ICLR	rejected	Incorporating User-Item Similarity in Hybrid Neighborhood-based Recommendation System	Nghia Duong Tan
2022	ICLR	rejected	Topological Vanilla Transfer Learning	Hieu Trung Thai
2022	ICLR	rejected	Transformer with a Mixture of Gaussian Keys	Dung D. Le
2022	NeurIPS	accepted	Functional Indirection Neural Estimator for Better Out-of-distribution Generalization	Man Ngo
2022	NeurIPS	accepted	Marksman Backdoor: Backdoor Attacks with Arbitrary Target Class	Khoa D. Doan
2022	NeurIPS	accepted	QC-StyleGAN - Quality Controllable Image Generation and Manipulation	Cuong Pham
2022	ICML	accepted spotlight	Improving Transformers with Probabilistic Attention Keys	Dung D. Le
2022	AAAI	accepted	Selecting Optimal Context Sentences for Event-Event Relation Extraction	Ngo Van Linh
2021	ICLR	rejected	Generalization and Stability of GANs: A theory and promise from data augmentation	Than Quang Khoat
2021	CVPR	accepted	Dictionary-Guided Scene Text Recognition	Minh-Triet Tran
2021	CVPR	accepted	DyGLIP: A Dynamic Graph Model With Link Prediction for Accurate Multi-Camera Multiple Object Tracking	Minh-Triet Tran
2021	AAAI	accepted	Modular Graph Transformer Networks for Multi-Label Image Classification	Duc-Trong Le
2020	ICML	accepted	Predictive Coding for Locally-Linear Control	Than Quang Khoat