Sangyeop Kim

19 papers A 1Journal 12Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Fusing sequential recommender and ad-hoc planner for multi-faceted preference understanding in conversational recommendation.
Inf. Fusion
Sangyeop Kim, Jaewon Jung, Taeseung You, Sungzoon Cho
2026 J jnl
Human-guided collective LLM intelligence for strategic planning via two-stage information retrieval.
Inf. Process. Manag.
Sangyeop Kim, Junguk Ha, Hangyeul Lee, Sohhyung Park, Sungzoon Cho
2026 J jnl
Overthinking Loops in Agents: A Structural Risk via MCP Tools.
CoRR
Yohan Lee, Jisoo Jang, Seoyeon Choi, Sangyeop Kim, Seungtaek Choi
2025 — conf
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations.
ACL (Findings)
Hyunjong Kim, Sangyeop Kim, Jongheon Jeong, Yeongjae Cho, Sungzoon Cho
2025 J jnl
EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations.
CoRR
Hyunjong Kim, Sangyeop Kim, Jongheon Jeong, Yeongjae Cho, Sungzoon Cho
2025 J jnl
Fashion Image Retrieval With Vision-Language Model Guided Fine-Grained Textual Attributes and Cross-Domain Contrastive Optimization.
IEEE Access
Eojin Kim, Sangyeop Kim, Cholhwan Jung, Youngseok Hahm, Sungzoon Cho
2025 — conf
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval.
EMNLP (Industry Track)
Yohan Lee, Yongwoo Song, Sangyeop Kim
2025 J jnl
Finding Diamonds in Conversation Haystacks: A Benchmark for Conversational Data Retrieval.
CoRR
Yohan Lee, Yongwoo Song, Sangyeop Kim
2025 — conf
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs.
NAACL (Findings)
Sangyeop Kim, Hangyeul Lee, Yohan Lee
2025 J jnl
HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs.
CoRR
Sangyeop Kim, Hangyeul Lee, Yohan Lee
2025 — conf
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue.
NAACL (Long Papers)
Sangyeop Kim, Sohhyung Park, Jaewon Jung, Jinseok Kim, Sungzoon Cho
2025 J jnl
LLM-guided Plan and Retrieval: A Strategic Alignment for Interpretable User Satisfaction Estimation in Dialogue.
CoRR
Sangyeop Kim, Sohhyung Park, Jaewon Jung, Jinseok Kim, Sungzoon Cho
2025 — conf
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue.
EMNLP (Findings)
Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho
2025 J jnl
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue.
CoRR
Sangyeop Kim, Yohan Lee, Sanghwa Kim, Hyunjong Kim, Sungzoon Cho
2025 A conf
Upcycling Candidate Tokens of Large Language Models for Query Expansion.
CIKM
Jinseok Kim, Sukmin Cho, Soyeong Jeong, Sangyeop Kim, Sungzoon Cho
2025 J jnl
Upcycling Candidate Tokens of Large Language Models for Query Expansion.
CoRR
Jinseok Kim, Sukmin Cho, Soyeong Jeong, Sangyeop Kim, Sungzoon Cho
2025 — conf
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs.
ACL (1)
Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee
2025 J jnl
What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context Vulnerabilities in LLMs.
CoRR
Sangyeop Kim, Yohan Lee, Yongwoo Song, Kimin Lee
2024 J jnl
Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders.
CoRR
Jinseok Kim, Jaewon Jung, Sangyeop Kim, Sohyung Park, Sungzoon Cho