| 2026 | MPRL: Multi-Perspective Reinforcement Learning for Enhancing Format Adherence Capability of Large Language Models. | Bo Qian, Yuting Wu, Shuang Zeng, Ziming Wang, Qiaochen Wang |
| 2026 | A Four-Layer Multi-agent Architecture for Automated Journalism: Event-Driven Orchestration with Hybrid Context Management. | Darshika Pundir, Tuhin Sharma, Arun Chauhan |
| 2026 | Differentiable Rendering Powered End-to-End Adversarial Attack Evaluation. | Mansi Phute, Matthew Hull, Haoran Wang, Alec Helbling, Sheng-Yun Peng, Willian T. Lunardi, Martin Andreoni, Wenke Lee, Duen Horng Chau |
| 2026 | Dual Self-expression Subspace Clustering with Multi-scale Features and Structural Consistency Alignment. | Yuhshan Peng, Ji Feng, Mingxun Xi, Yan Xu |
| 2026 | Semantic-Enhanced Representation Architecture for Automatic ICD Coding via Hyperbolic Graph Neural Networks. | Pritish Patel, Mohammed Hasanuzzaman |
| 2026 | Learn to Bid: Near-Optimal Knapsack Bidding Under Budget and CPA Constraints with Sparse Delayed Feedback. | Vishwath Parthasarathy, Raja Subramaniam, Abhishek Mungoli, Narayan Bhamidipati |
| 2026 | ASTRA: Adversarial Stealthy Trigger Reasoning Attacks for Black-Box LLMs. | Seong-Gyu Park, Sohee Park, Daeseon Choi |
| 2026 | Enhancing LLMs for Manufacturing Information Extraction. | Subeen Park, Hakyung Lee, Ryunyi Lee, Hyo-won Suh, Kyungwoo Song |
| 2026 | BatterySurAD: A Dataset for Anomaly Detection on Pouch-Type Reflective Battery Surfaces with Spatial Zone Annotations. | Jiwon Park, Dohwan Kim, Bongseok Choi, Giljun Lee, Hayoung Oh |
| 2026 | TheSelective: Dual Affinity-Guided Diffusion for Selective Molecular Generation. | Hyoungjoon Park, Hwanhee Kim, Seungyeon Choi, Seungyong Lee, Yoonju Kim, Sanghyun Park |
| 2026 | TabCL: Continual Malware Classification with Tabular-Aware Generation. | Jimin Park, Haeseung Jeon, AHyun Ji, Aritran Piplai, Mohammad Saidur Rahman, Se Eun Oh |
| 2026 | ICR-Net: Robust Deepfake Detection Under Temporal Corruption. | Chan Park, Hyeongjun Choi, Muhammad Shahid Muneer, Binh Minh Le, Simon S. Woo |
| 2026 | Dodgersort: Uncertainty-Aware VLM-Guided Human-in-the-Loop Pairwise Ranking. | Yujin Park, Haejun Chung, Ikbeom Jang |
| 2026 | Evaluating Social Bias in RAG Systems: When External Context Helps and Reasoning Hurts. | Shweta Parihar, Lu Cheng |
| 2026 | NANSDE-Net: A Neural SDE Framework for Generating Time Series with Memory. | Hiromu Ozai, Kei Nakagawa |
| 2026 | Adapter-Only Bridging of Frozen Speech Encoder and Frozen LLM for ASR. | Junseok Oh, Ji-Hwan Kim |
| 2026 | SGTRec: Integrating Spectral Encoding with Graph Neural Networks and Transformers for Recommendation. | Sichan Oh, Byungmoon Heo, Namjun Lee, Seonah Kim, Sejong Yoon, Jaekwang Kim |
| 2026 | AnomalyFilter: Selective Denoising Diffusion Model for Time Series Anomaly Detection. | Kohei Obata, Zheng Chen, Yasuko Matsubara, Lingwei Zhu, Yasushi Sakurai |
| 2026 | Joint Universal Adversarial Perturbations with Interpretations. | Liang-Bo Ning, Zeyu Dai, Wenqi Fan, Jingran Su, Chao Pan, Luning Wang, Qing Li |
| 2026 | HIGR: Hierarchical Iterative Graph Reasoner for Document-Level Event Causality Identification. | Jianwei Ni, Yi Guo, Jiaojiao Fu |
| 2026 | Balancing Knowledge Distillation for Imbalance Learning with Bilevel Optimization. | Anh B. H. Nguyen, Ba Tho Phan, Viet Cuong Ta |
| 2026 | Toward Reliable Evaluation of LLM-Based Financial Multi-agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness. | Phat Nguyen, Thang Pham |
| 2026 | A Benchmark for Structured Multihop Reasoning in Cross-Institution University Admission Advisory Question Answering. | Long S. T. Nguyen, Tin T. Ngo, Dung N. H. Le, Quynh T. N. Vo, Dung H. Nguyen, Khang N. Le, Tho T. Quan |
| 2026 | Hierarchical Graph-Language Models for Sequential Sentence Classification. | Phuong Nguyen, Tuan M. V. Le, Julian J. McAuley |
| 2026 | Multimodal Fake News Detection: Integrating Text and Social Network Information. | Quoc-Viet Nguyen, Xiao-Chi Chen, Khanh-Duy Nguyen, Min-Te Sun, Wu-Yuin Hwang, Kazuya Sakai, Wei-Shinn Ku |