| 2026 | GRAD: Generalizing RAG Adaptation with Decoding. | Youngwon Lee, Seung-won Hwang, Zhewei Yao, Yuxiong He |
| 2026 | Agentic Verification for Ambiguous Query Disambiguation. | Youngwon Lee, Seung-won Hwang, Ruofan Wu, Feng Yan, Danmei Xu, Moutasem Akkad, Zhewei Yao, Yuxiong He |
| 2026 | Efficient Process Reward Modeling via Contrastive Mutual Information. | Nakyung Lee, Sangwoo Hong, Jungwoo Lee |
| 2026 | Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths. | Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee |
| 2026 | Semantic Hardness Is Not Visual Hardness: Sign-Aware Hard Negative Mining for Sign Language Retrieval. | Junmyeong Lee, Chan Hur, ChangSu Choi, Sukmin Cho, Fitsum Gaim, Eui Jun Hwang, Hoyun Song, KyungTae Lim |
| 2026 | SolidCoder: Bridging the Mental-Reality Gap in LLM Code Generation through Concrete Execution. | Woojin Lee, Jin-Xia Huang |
| 2026 | LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging. | Seungeon Lee, Soumi Das, Manish Gupta, Krishna P. Gummadi |
| 2026 | PseudoGD: Enhancing Spatial Reasoning in Vision-Language Models through Pseudo Geometric Knowledge Distillation. | Gwanghee Lee, Yeeun Choi, Kyoung-Son Jhang |
| 2026 | SCALE: Upscaled Continual Learning of Large Language Models. | Jin-woo Lee, Junhwa Choi, Bongkyu Hwang, Jinho Choo, Bogun Kim, JeongSeon Yi, Joonseok Lee, DongYoung Jung, Jaeseon Park, Kyoungwon Park, Suk Hoon Jung |
| 2026 | Hierarchical Representation Alignment Learning of Diffusion Transformers for Neural Audio Codec. | Sang-Hoon Lee, Ha-Yeong Choi |
| 2026 | From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines. | Sunkyung Lee, Jihye Back, Donghyeon Jeon, Soonhwan Kwon, Moonkwon Kim, Inho Kang, Jongwuk Lee |
| 2026 | MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models. | Suhyun Lee, Palakorn Achananuparp, Neemesh Yadav, Ee-Peng Lim, Yang Deng |
| 2026 | RV-HATE: Reinforced Multi-Module Voting for Implicit Hate Speech Detection. | Yejin Lee, Hyeseon An, Yo-Sub Han |
| 2026 | PiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains. | Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema, Sohee Yang, Wai-Chung Kwan, Xuanli He, Wenda Li, Pasquale Minervini, Eleonora Giunchiglia, Shay B. Cohen |
| 2026 | Breaking the Static Graph: Context-Aware Traversal for Graph-Based RAG. | Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan, Yingli Zhou, Qintian Guo, Ruiyuan Zhang, Xiaofang Zhou |
| 2026 | Hindsight: Structured Agent Memory that Retains, Recalls, and Reflects. | Christopher Latimer, Nicol Boschi, Andrew Neeser, Chris Bartholomew, Gaurav Srivastava, Xuan Wang, Naren Ramakrishnan |
| 2026 | Lost in Translation: Do LVLM Judges Generalize Across Languages? | Md. Tahmid Rahman Laskar, Mohammed Saidul Islam, Mir Tafseer Nayeem, Amran Bhuiyan, Mizanur Rahman, Shafiq Joty, Enamul Hoque, Jimmy Huang |
| 2026 | Generative Floor Plan Design with LLMs via Reinforcement Learning with Verifiable Rewards. | Luis Lara, Aristides Milios, Zhi Hao Luo, Aditya Sharma, Ge Ya Luo, Christopher Beckham, Florian Golemo, Christopher Pal |
| 2026 | CRL-Prompt: Contrastive and Reinforcement Learning for Soft Prompt Tuning for Text Classification. | Danila Lapokin, Andrey V. Savchenko |
| 2026 | BioHiCL: Hierarchical Multi-Label Contrastive Learning for Biomedical Retrieval with MeSH Labels. | Mengfei Lan, Lecheng Zheng, Halil Kilicoglu |
| 2026 | Making Revisions Understandable: A Survey of Edit Intentions, Methods, and Applications. | Fangping Lan, Qi Zhang, Eduard C. Dragut |
| 2026 | Causal-Audit: Explicit and Auditable Graph-based Reasoning via Target-Aware Causal Chain Construction. | Su Lan, Xuefei Yin, Yanming Zhu, Alan Wee-Chung Liew |
| 2026 | LLM-Driven Multi-Perspective Location Completion for Next Location Prediction. | Pengxiang Lan, Enneng Yang, Yuliang Liang, Jianzhe Zhao, Linying Jiang, Guibing Guo |
| 2026 | HSCodeComp: A Realistic and Expert-level Agent Benchmark for Hierarchical Rule Application. | Tian Lan, Yiqian Yang, Qianghuai Jia, Li Zhu, Hui Jiang, Hang Zhu, Weihua Luo, Longyue Wang |
| 2026 | PEAP: Proactive Embodied Action Sequence Planning with Joint Understanding of Vision and Audio Perception. | Tianwei Lan, Jiaqi Wu, Zeming Liu, Zhaoxin Fan, Haifeng Wang, Yuhang Guo |