| 2026 | MetaGD-CAN: A Hybrid Generative-Discriminative Method for Cancer Detection in EHR Data. | Yu-Hsiang Chang, Wei-Chun Tsai, Lo Pang-Yun Ting, Kun-Ta Chuang |
| 2026 | AutoPrep-MM: Reinforcement Learning for Multimodal Data Preprocessing with Graph-Based Interaction Modeling. | Jing Chang, Chang Liu, Jinbin Huang |
| 2026 | LORS-Enhanced Graph Transformers Framework: Accelerating Convergence and Enriching Representation with Oscillatory Activation. | Xiuqi Cao, Fuzhao Feng, Raymond Lee |
| 2026 | AI Adoption Phases in Business Intelligence: From Outsourcing to Human-Centered Systems. | Erik Cambria, Rui Mao, Frank Xing, Gianmarco Mengaldo |
| 2026 | Mixture-of-Adapters with Routed Distillation: Unsupervised Expert Routing for Efficient Multi-task LoRA. | Ali Braytee, Guanqi Cheng, Husam A. H. Al-Najjar, Ali Anaissi |
| 2026 | DIALEVAL: Automated Type-Theoretic Evaluation of LLM Instruction Following. | Nardine Basta, Dali Kaafar |
| 2026 | Adaptive PII Detection via Evolutionary Orchestration and Multi-agent Debate. | Geonwoo Bang, Dongho Kim, Damin Kim, Moohong Min |
| 2026 | Beyond Single AI: The Rise of Multi-Agent Orchestration A Survey on Bias, Privacy, Robustness, and Interpretability. | Victor Vargas Arce, Farsheed Haque, Depeng Xu, Xi Niu, Shuhan Yuan |
| 2026 | Generative Artificial Intelligence for Project Management: A Review of Architectures, Applications, and Governance. | Mahfuz Ahmed Anik, Azmine Toushik Wasi, Mohsin Mahmud Topu, Taki Hasan Rafi, Dong-Kyu Chae |
| 2026 | Sequence-to-Image Transformation for Sequence Classification Using Rips Complex Construction and Chaos Game Representation. | Sarwan Ali, Taslim Murad, Imdadullah Khan |
| 2026 | Approximately Bisubmodular Regret Minimization in Billboard and Social Media Advertising. | Dildar Ali, Suman Banerjee, Yamuna Prasad |
| 2026 | On Imbalanced Regression with Hoeffding Trees. | Pantia-Marina Alchirch, Dimitrios I. Diochnos |
| 2026 | Node2Graph: Diagnosing Task Unification in Graph Learning. | Neelam Akula, Varun Shiralkar, Baris Coskunuzer |
| 2026 | Bid Optimization for Search Advertising in Non-stationary Environment. | Shuhei Aikawa, Ken Kobayashi, Masahiro Asami, Kosuke Kawakami, Kazuhide Nakata |
| 2026 | Leveraging Variational Information Bottleneck for Fine-Grained Urban Traffic Flow Inference. | Qiang Ai, Lixin Dong |
| 2026 | Tabular-To-Image Transformation for Transfer Learning on Heterogeneous Health Data. | Sung Ahn, Wan D. Bae, Shayma Alkobaisi, Matthew Horak, Choon-Sik Park, Sungroul Kim |
| 2026 | Unified Loss-Level Regularization for Spike-Aware and Anti-Lag Time Series Forecasting. | Faiza Afzal, Eunsol Hyun, A-Hyun Jo, Jun-Hwan Kim, Kyuchang Chang |
| 2026 | Online Domain-Aware LLM Decoding for Continual Domain Evolution. | Mohammad Abu-Shaira, Weishi Shi |
| 2026 | Region-Level Black-Box Defense Against Stealthy Embedding-Space Backdoors in CLIP. | Ahmed Abdel-Naby, Mohamed Elmahallawy |
| 2026 | Channel Dependence, Limited Lookback Windows, and the Simplicity of Datasets: How Biased Is Time Series Forecasting? | Ibram Abdelmalak, Kiran Madhusudhanan, Jungmin Choi, Christian Kltergens, Vijaya Krishna Yalavarthi, Maximilian Stubbemann, Lars Schmidt-Thieme |
| 2025 | FGPA: An Integrated Framework for Mutual Fund Grouping and Group Persistence Assessment. | Meng Zou, Quan You |
| 2025 | Improving Generalization in Deep Neural Networks by Mitigating Memorization. | Yong Zhuang, Tianyu Kang, Zhen Lu, Wei Ding, Ping Chen |
| 2025 | Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant Diffusion. | Ruipeng Zhou, Ming Yang, Yi Li, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo |
| 2025 | Adaptive and Discriminative Contrastive Learning for Sequential Recommendation. | Chi Zhou, Shaolin Wang, Haoyang Che, Lei Yao, Chang Tang, Ying Gu |
| 2025 | CADReN: Contextual Anchor-Driven Relational Network for Controllable Cross-Graphs Node Importance Estimation. | Zijie Zhong, Yunhui Zhang, Ziyi Chang, Zengchang Qin |