| 2026 | A Linguistics-Aware LLM Watermarking via Syntactic Predictability. | Shinwoo Park, Hyejin Park, Hyeseon An, Yo-Sub Han |
| 2026 | VAUQ: Vision-Aware Uncertainty Quantification for LVLM Self-Evaluation. | Seongheon Park, Changdae Oh, Hyeong Kyu Choi, Sean Du, Sharon Li |
| 2026 | PURE: Post-hoc Unlocking and REfinement for Discrete Diffusion Decoding. | Yangryeol Park, Kunhui Lee, Hanback Choi, Cheoneum Park, Donghyeon Jeon, Inho Kang, Seung-Hoon Na |
| 2026 | Where Reasoning Breaks: Logic-Aware Path Selection by Controlling Logical Connectives in LLMs Reasoning Chains. | Seunghyun Park, Yuanyuan Lei |
| 2026 | Tracing Mathematical Proficiency Through Problem-Solving Processes. | Jungyang Park, Suho Kang, Jaewoo Park, Jaehong Kim, Jaewoo Shin, Seonjoon Park, Youngjae Yu |
| 2026 | Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning. | Sangkwon Park, Donghun Kang, Jisoo Mok, Sungroh Yoon |
| 2026 | PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation. | Junho Park, Dohoon Kim, Taesup Moon |
| 2026 | PAC-BENCH: Evaluating Multi-Agent Collaboration under Privacy Constraints. | Minjun Park, Donghyun Kim, Hyeonjong Ju, Seungwon Lim, Dongwook Choi, Taeyoon Kwon, Minju Kim, Jinyoung Yeo |
| 2026 | Enhancing Multilingual RAG Systems with Debiased Language Preference-Guided Query Fusion. | Jeonghyun Park, Byeongjeong Kim, Seojin Hwang, Hwanhee Lee |
| 2026 | Soft Head Selection for Injecting ICL-Derived Task Embeddings. | Jungwon Park, Jimyeong Kim, Changin Choi, Wonjong Rhee |
| 2026 | ToxReason: A Benchmark for Mechanistic Chemical Toxicity Reasoning via Adverse Outcome Pathway. | Jueon Park, Wonjune Jang, Chanhwi Kim, Yein Park, Jaewoo Kang |
| 2026 | A Universal Avoidance Method for Diverse Multi-branch Generation. | Kyeongman Park, Minha Jhang, Kyomin Jung |
| 2026 | Memory-Efficient Structured Backpropagation for On-Device LLM Fine-Tuning. | JuneYoung Park, Yuri Hong, Seongwan Kim, Jaeho Lee |
| 2026 | VishBox v2: A Multi-Agent System for Adaptive Voice Phishing Simulation. | Sungmi Park, Daon Choi, Yoonmo Yang, Yunyi Hong, Hee-Dou Kim |
| 2026 | Chimera: Compositional Jailbreak Attacks on LLMs via Judgment-Driven Search over Heterogeneous Strategies. | Leo Hyun Park, Juwon Cho, Gyuhwan Kim, YoonDong Yeo, Taekyoung Kwon |
| 2026 | MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference. | Jeonghyun Park, Ingeol Baek, Seunghyun Yoon, Haeun Jang, Aparna Garimella, Akriti Jain, Nedim Lipka, Hwanhee Lee |
| 2026 | PExA: Parallel Exploration Agent for Complex Text-to-SQL. | Tanmay Parekh, Ella Hofmann-Coyle, Shuyi Wang, Sachith Sri Ram Kothur, Srivas Prasad, Yunmo Chen |
| 2026 | Think Before you Write: QA-Guided Reasoning for Character Descriptions in Books. | Argyrios Papoudakis, Mirella Lapata, Frank Keller |
| 2026 | CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution. | Teng Pan, Yuchen Yan, Zixuan Wang, Ruiqing Zhang, Guiyang Hou, Wenqi Zhang, Weiming Lu, Jun Xiao, Yongliang Shen |
| 2026 | Comprehensive Benchmarking of Long-Form Speech Generation in Diverse Scenarios. | Changhao Pan, Rui Yang, Han Wang, Zhuan Zhou, Xuming He, Wenxiang Guo, Ziyue Jiang, Ruiqi Li, Yu Zhang, Chenyuhao Wen, Ke Lei, Xiang Yin, Jingyu Lu, Zhiyuan Zhu, Zhou Zhao |
| 2026 | MT-Video-Bench: A Holistic Video Understanding Benchmark for Evaluating Multimodal LLMs in Multi-Turn Dialogues. | Yaning Pan, Qianqian Xie, Guohui Zhang, Zekun Moore Wang, Yongqian Wen, Yuanxing Zhang, Haoxuan Hu, Zhiyu Pan, Yibing Huang, Zhidong Gan, Yonghong Lin, An Ping, Shihao Li, Yanghai Wang, Tianhao Peng, Jiaheng Liu |
| 2026 | Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization. | Yurui Pan, Ke Xu, Bo Peng |
| 2026 | PsychEval: A Multi-Session and Multi-Therapy Benchmark for High-Realism AI Psychological Counselor. | Qianjun Pan, Junyi Wang, Jie Zhou, Yutao Yang, Junsong Li, Kaiyin Xu, Yougen Zhou, Yihan Li, JingYuan Zhao, Qin Chen, Ningning Zhou, Kai Chen, Liang He |
| 2026 | S2ST-Omni: Hierarchical Language-Aware SpeechLLM Adaptation for Multilingual Speech-to-Speech Translation. | Yu Pan, Xiongfei Wu, Yuguang Yang, Jixun Yao, Maxime Cordy, Lei Ma, Jianjun Zhao |
| 2026 | GeoLAN: Geometric Learning of Latent Explanatory Directions in Large Language Models. | Tianyu Bell Pan, Damon L. Woodard |