June 2026, Volume 28, Issue 1
- Beyond Tokens: A Survey on Decoding Methods for Large Language Models and Large Vision-Language Models [1]
- Context-Aware Counterfactual Data Augmentation for Gender Bias Mitigation in Language Models [21]
- On Membership Inference Attacks in Knowledge Distillation [32]
- Classification with Uncertainty-Aware Multimodal Deep Learning: A Survey [41]
- A Survey of Scaling in Large Language Model Reasoning [63]
- Topological Data Analysis Application in Natural Language Processing: A Survey [81]
- Beyond Simulate-Then-Optimize: Geothermal AI for Geothermal Dynamics Prediction, Design, and Discovery [102]
December 2025, Volume 27, Issue 2
- Uncertain Boundaries: Multidisciplinary Approaches to Copyright Issues in Generative AI [1]
- Mapping Deep Learning to Blockchain Security: A Survey [13]
- Urban Planning in the Age of Agentic AI: Emerging Paradigms and Prospects [35]
- LTSM-Bundle: A Toolbox and Benchmark on Large Language Models for Time Series Forecasting [43]
- Are Classification Robustness and Explanation Robustness Really Strongly Correlated? An Analysis Through Input Loss Landscape [62]
- Towards Uncovering How Large Language Models Work: An Interpretability Perspective [79]
- Unifying Knowledge in Agentic LLMs: Concepts, Methods, and Recent Advancements [88]
- Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks [97]
- OmniRouter: Budget and Performance Controllable Multi-LLM Routing [107]
- Introduction to The Special Section on Safe AI [117]
- Assuring the Case: A Safety Engineering Approach to AI-Enabled Systems [124]
- DT-sampler: A SAT-based Decision Tree Ensemble [132]
- SpaCE-VAE: Sparse and Confident Explanations using Variational Autoencoders [142]
- Explaining Embedding-Based Matching of Hand-Drawn Binary Symbols with Grad-CAM: A Case Study on Cattle Brands [149]
- A Non-Parametric Bayesian Approach Towards Online Sequence Learning [156]
June 2025, Volume 27, Issue 1
- DBR: Divergence-Based Regularization for Debiasing Natural Language Understanding Models [1]
- AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models [10]
- Is Less Really More? Fake News Detection with Limited Information [20]
- The b2biers System: A Content-Based Perspective on Maximizing Influence and Subscription in Social Networks [32]
- Dual-Target Disjointed Cross-Domain Recommendation Mediated via Latent User Preferences [52]
- MoralBench: Moral Evaluation of LLMs [62]
- Frugal AI: Introduction, Concepts, Development and Open Questions [72]
- Advancing Table Understanding of Large Language Models via Feature Re-ordering [112]
- Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective [124]
- Span-Oriented Information Extraction: A Unified Framework. [137]
December 2024, Volume 26, Issue 2
- Blockchain for Large Language Model Security and Safety: A Holistic Survey [1]
- Authorship Attribution in the Era of LLMs: Problems, Methodologies, and Challenges [21]
- Exploring Large Language Models for Feature Selection: A Data-centric Perspective [44]
- Causal inference under limited outcome observability: A case study with Pinterest Conversion Lift [54]
- DiffusionShield: A Watermark for Data Copyright Protection against Generative Diffusion Models [60]
- FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models [76]
- Graph Fairness via Authentic Counterfactuals: Tackling Structural and Causal Challenges. [89]
- FG-SMOTE: Towards Fair Node Classification with Graph Neural Network. [99]
- Time Series Forecasting with LLMs: Understanding and Enhancing Model Capabilities [109]
June 2024, Volume 26, Issue 1
- Higher-Order Networks Representation and Learning: A Survey [1]
- Synthetic data for learning-based knowledge discovery [19]
- The Case for Hybrid Multi-Objective Optimisation in High-Stakes Machine Learning Applications [24]
- Fairness in Large Language Models: A Taxonomic Survey [34]
- Analyzing and explaining privacy risks on time series data: ongoing work and challenges [49]
