| 2025 | Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks. | Dongjun Kim, Gyuho Shim, Yongchan Chun, Minhyuk Kim, Chanjun Park, Heuiseok Lim |
| 2025 | Unveiling the Response of Large Vision-Language Models to Visually Absent Tokens. | Sohee Kim, Soohyun Ryu, Joonhyung Park, Eunho Yang |
| 2025 | ReflAct: World-Grounded Decision Making in LLM Agents via Goal-State Reflection. | Jeonghye Kim, Sojeong Rhee, Minbeom Kim, Dohyung Kim, Sangmook Lee, Youngchul Sung, Kyomin Jung |
| 2025 | Large Language Models as Realistic Microservice Trace Generators. | Donghyun Kim, Sriram Ravula, Taemin Ha, Alex Dimakis, Daehyeok Kim, Aditya Akella |
| 2025 | TIDES: Technical Information Discovery and Extraction System. | Jihee Kim, Subeen Park, Hakyung Lee, YongTaek Lim, Hyo-won Suh, Kyungwoo Song |
| 2025 | HARE: an entity and relation centric evaluation framework for histopathology reports. | Yunsoo Kim, Michal W. S. Ong, Alex Shavick, Honghan Wu, Adam P. Levine |
| 2025 | PRINCIPLES: Synthetic Strategy Memory for Proactive Dialogue Agents. | Namyoung Kim, Kai Tzu-iunn Ong, Yeonjun Hwang, Minseok Kang, Iiseo Jihn, Gayoung Kim, Minju Kim, Jinyoung Yeo |
| 2025 | ixi-GEN: Efficient Industrial sLLMs through Domain Adaptive Continual Pretraining. | Seonwu Kim, Yohan Na, Kihun Kim, Hanhee Cho, Geun Lim, Mintae Kim, Seongik Park, Ki Hyun Kim, Youngsub Han, Byoung-Ki Jeon |
| 2025 | Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models. | Jeong-Hoon Kim, Jinwoo Nam, GeunSik Jo |
| 2025 | 'Hello, World!': Making GNNs Talk with LLMs. | Sunwoo Kim, Soo Yong Lee, Jaemin Yoo, Kijung Shin |
| 2025 | Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action. | Tongyoung Kim, Jeongeun Lee, Soojin Yoon, SungHwan Kim, Dongha Lee |
| 2025 | Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts. | Heehyeon Kim, Kyeongryul Lee, Joyce Jiyoung Whang |
| 2025 | TORSO: Template-Oriented Reasoning Towards General Tasks. | Minhyuk Kim, Seungyoon Lee, Heuiseok Lim |
| 2025 | KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models. | Seorin Kim, Dongyoung Lee, Jaejin Lee |
| 2025 | Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue. | Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho |
| 2025 | Drift: Decoding-time Personalized Alignments with Implicit User Preferences. | Minbeom Kim, Kang-il Lee, Seongho Joo, Hwaran Lee, Thibaut Thonet, Kyomin Jung |
| 2025 | LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation. | Chaeeun Kim, Jinu Lee, Wonseok Hwang |
| 2025 | Detecting LLM Hallucination Through Layer-wise Information Deficiency: Analysis of Ambiguous Prompts and Unanswerable Questions. | Hazel Kim, Tom A. Lamb, Adel Bibi, Philip Torr, Yarin Gal |
| 2025 | ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking. | Boyoung Kim, Dosung Lee, Sumin An, Jinseong Jeong, Paul Hongsuck Seo |
| 2025 | X-FLoRA: Cross-modal Federated Learning with Modality-expert LoRA for Medical VQA. | Min Hyuk Kim, Changheon Kim, Seok Bong Yoo |
| 2025 | Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching. | Seoyeon Kim, Huiseo Kim, Chanjun Park, Jinyoung Yeo, Dongha Lee |
| 2025 | MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance. | Subin Kim, Hoonrae Kim, Jihyun Lee, Yejin Jeon, Gary Lee |
| 2025 | Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models. | Jinsung Kim, Seonmin Koo, Heuiseok Lim |
| 2025 | UniRAG: A Unified RAG Framework for Knowledge-Intensive Queries with Decomposition, Break-Down Reasoning, and Iterative Rewriting. | Gun Il Kim, Jong Wook Kim, Beakcheol Jang |
| 2025 | MiLQ: Benchmarking IR Models for Bilingual Web Search with Mixed Language Queries. | Jonghwi Kim, Deokhyung Kang, Seonjeong Hwang, Yunsu Kim, Jungseul Ok, Gary Lee |