Efficient Dual-Resolution Layer Indexing for Top-k Queries. - Jongwuk Lee; Hyunsouk Cho; Seung-won Hwang (ICDE, 2012)

Hybrid entity clustering using crowds and data. - Jongwuk Lee; Hyunsouk Cho; Jin-Woo Park; Young-rok Cha; Seung-won Hwang; Zaiqing Nie; Ji-Rong Wen (VLDB J., 2013)

Skill Ontology-Based Model for Quality Assurance in Crowdsourcing. - Kinda El Maarry; Wolf-Tilo Balke; Hyunsouk Cho; Seung-won Hwang; Yukino Baba (DASFAA Workshops, 2014)

Toward Scalable Indexing for Top-k Queries. - Jongwuk Lee; Hyunsouk Cho; Sunyou Lee; Seung-won Hwang (IEEE Trans. Knowl. Data Eng., 2014)

ECO: Entity-level captioning in context. - Hyunsouk Cho; Seung-won Hwang (ASONAM, 2016)

Event Grounding from Multimodal Social Network Fusion. - Hyunsouk Cho; Jinyoung Yeo; Seung-won Hwang (ICDM, 2016)

Gradable Adjective Embedding for Commonsense Knowledge. - Kyungjae Lee 002; Hyunsouk Cho; Seung-won Hwang (PAKDD (2), 2017)

Understanding Relations using Concepts and Semantics. - Jouyon Park; Hyunsouk Cho; Seung-won Hwang (DSMM@SIGMOD, 2017)

Multimodal KB Harvesting for Emerging Spatial Entities. - Jinyoung Yeo; Hyunsouk Cho; Jin-Woo Park; Seung-won Hwang (IEEE Trans. Knowl. Data Eng., 2017)

Machine-Translated Knowledge Transfer for Commonsense Causal Reasoning. - Jinyoung Yeo; Geungyu Wang; Hyunsouk Cho; Seungtaek Choi; Seung-won Hwang (AAAI, 2018)

Visual Choice of Plausible Alternatives: An Evaluation of Image-based Commonsense Causal Reasoning. - Jinyoung Yeo; Gyeongbok Lee; Gengyu Wang; Seungtaek Choi; Hyunsouk Cho; Reinald Kim Amplayo; Seung-won Hwang (LREC, 2018)

PREFER: PREdiction Model for Financial Entity Relation. - Hoyeop Lee; Jongseon Park; Hyungjun Kim; Hyunsouk Cho; Geonsoo Kim (DSMM@SIGMOD, 2018)

MeLU: Meta-Learned User Preference Estimator for Cold-Start Recommendation. - Hoyeop Lee; Jinbae Im; Seongwon Jang; Hyunsouk Cho; Sehee Chung (KDD, 2019)

CITIES: Contextual Inference of Tail-item Embeddings for Sequential Recommendation. - Seongwon Jang; Hoyeop Lee; Hyunsouk Cho; Sehee Chung (ICDM, 2020)

SQuAD2-CR: Semi-supervised Annotation for Cause and Rationales for Unanswerability in SQuAD 2.0. - Gyeongbok Lee; Seung-won Hwang; Hyunsouk Cho (LREC, 2020)

Self-Supervised Multimodal Opinion Summarization. - Jinbae Im; Moonki Kim; Hoyeop Lee; Hyunsouk Cho; Sehee Chung (ACL/IJCNLP (1), 2021)

One-Step Pixel-Level Perturbation-Based Saliency Detector. - Vinnam Kim; Hyunsouk Cho; Sehee Chung (BMVC, 2021)

FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation. - Jongwon Jeong; Jeong Choi; Hyunsouk Cho; Sehee Chung (AAAI, 2022)

Towards Proper Contrastive Self-Supervised Learning Strategies for Music Audio Representation. - Jeong Choi; Seongwon Jang; Hyunsouk Cho; Sehee Chung (ICME, 2022)

Demusa: Demo for Multimodal Sentiment Analysis. - Soyeon Hong; Jeonghoon Kim; Donghoon Lee; Hyunsouk Cho (ICME Workshops, 2022)

Outlier-aware Cross-Market Product Recommendation. - HyeoungGuk Kang; Donghoon Lee; Hyunsouk Cho (BigComp, 2023)

GTA: Gated Toxicity Avoidance for LM Performance Preservation. - Heegyu Kim; Hyunsouk Cho (EMNLP (Findings), 2023)

Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation. - Dongjin Kang; Sunghwan Kim; Taeyoon Kwon; Seungjun Moon; Hyunsouk Cho; Youngjae Yu; Dongha Lee 003; Jinyoung Yeo (ACL (1), 2024)

OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras. - Sooho Kim; Soyeon Hong; Kyungsoo Park; Hyunsouk Cho; Kyung-Ah Sohn (ACM Multimedia, 2024)

Multi-intent-aware Session-based Recommendation. - Minjin Choi 001; Hye-young Kim; Hyunsouk Cho; Jongwuk Lee (SIGIR, 2024)

Cross-Modal Dynamic Transfer Learning for Multimodal Emotion Recognition. - Soyeon Hong; HyeoungGuk Kang; Hyunsouk Cho (IEEE Access, 2024)

Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refinement. - Heegyu Kim; Sehyun Yuk; Hyunsouk Cho (CoRR, 2024)

FLEX: Expert-level False-Less EXecution Metric for Reliable Text-to-SQL Benchmark. - Heegyu Kim; Taeyang Jeon; Seunghwan Choi; Seungtaek Choi; Hyunsouk Cho (CoRR, 2024)

DCC: Differentiable Cardinality Constraints for Partial Index Tracking. - Wooyeon Jo; Hyunsouk Cho (AAAI, 2025)

FLEX: Expert-level False-Less EXecution Metric for Text-to-SQL Benchmark. - Heegyu Kim; Taeyang Jeon; Seunghwan Choi; Seungtaek Choi; Hyunsouk Cho (NAACL (Long Papers), 2025)

Exploring the Side-Information Fusion for Sequential Recommendation. - Seunghwan Choi; Donghoon Lee; HyeoungGuk Kang; Hyunsouk Cho (IEEE Access, 2025)

Data Augmentation for Improving Convergence Speed in Federated Sequential Recommendation System. - Donghoon Lee; Hyunsouk Cho (IEEE Access, 2025)

Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge. - Heegyu Kim; Taeyang Jeon; Seungtaek Choi; Jihoon Hong; Dongwon Jeon; Sungbum Cho; Ga-Yeon Baek; Kyung-Won Kwak; Dong-Hee Lee; Sun-Jin Choi; Jisu Bae; Chihoon Lee; et al. (CoRR, 2025)