WWW

AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping

Sunghwan Kim, Ryang Heo, Yongsik Seo, Jinyoung Yeo, Dongha Lee

AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping

{Sunghwan Kim, Ryang Heo}, Yongsik Seo, Jinyoung Yeo, Dongha Lee

Dual-level Reweighting for Positive-Unlabeled Graph Classification

Junghun Kim, Shihyung Park, U Kang

Personalized Parameter-Efficient Fine-Tuning of Foundation Models for Multimodal Recommendation

Sunwoo Kim, Hyunjin Hwang, Kijung Shin

PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering

Doyun Choi, Cheonwoo Lee, Biniyam Aschalew Tolera, Taewook Ham, Chanyoung Park, Jaemin Yoo

PULSE: Socially-Aware User Representation Modeling Toward Parameter-Efficient Graph Collaborative Filtering

Doyun Choi, Cheonwoo Lee, Biniyam Aschalew Tolera, Taewook Ham, Chanyoung Park, Jaemin Yoo

ReFuGe: Feature Generation for Prediction Tasks on Relational Databases with LLM Agents

Kyungho Kim, Geon Lee, Juyeon Kim, Dongwon Choi, Shinhwan Kang, Kijung Shin

RPO-RAG: Aligning Small LLMs with Relation-aware Preference Optimization for Knowledge Graph Question Answering

Kaehyun Um, Kyuhwan Yeom, Haerim Yang, Minyoung Choi, Hyeongjun Yang, Kyong-Ho Lee

A Certificate-Centric Security Oracle for the Trustworthy Internet

Hyunsoo Kim, Sangwi Kang, Kyunghan Lee, Taekyoung Kwon

Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection

Park, S., Han, S., Xie, X., Lee, J., and Cha, M.

Angular Distance-Guided Neighbor Selection for Graph-Based Approximate Nearest Neighbor Search

Sungjun Jung, Yongsang Park, Haeun Lee, Young H. Oh, and Jae W. Lee

Beyond Neighbors: Distance-Generalized Graphlets for Enhanced Graph Characterization

Yeongho Kim, Yuyeong Kim, Geon Lee, Kijung Shin

Criteria-Aware Graph Filtering: Extremely Fast Yet Accurate Multi-Criteria Recommendation

Jin-Duk Park, Jaemin Yoo, Won-Yong Shin

Kronecker Generative Models for Power-Law Patterns in Real-World Hypergraphs

Minyoung Choe, Jihoon Ko, Taehyung Kwon, Kijung Shin, Christos Faloutsos

Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection

Nam, Y., Yoon, S., Shin, Y., Bae, M., Song, H., Lee, J., and Lee, B. S.

Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating

Hyunsik Jeon, Jong-eun Lee, Jeongin Yun, U Kang

DSLR: Diversity Enhancement and Structure Learning for Rehearsal-based Graph Continual Learning

Seungyoon Choi, Wonjoong Kim, Sungwon Kim, Yeonjun In, Sein Kim, Chanyoung Park

Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy

SeongKu Kang, Shivam Agarwal, Bowen Jin, Dongha Lee, Hwanjo Yu, Jiawei Han

Self-guided Robust Graph Structure Refinement

Yeonjun In, Kanghoon Yoon, Kibum Kim, Kijung Shin, Chanyoung Park

Self-Guided Robust Graph Structure Refinement

Yeonjun In, Kanghoon Yoon, Kibum Kim, Kijung Shin, Chanyoung Park

VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation

Geon Lee, Soo Yong Lee, Kijung Shin

Characterization of Simplicial Complexes Using Simplets Beyond Four Nodes

Hyunju Kim, Jihoon Ko, Fanchen Bu, Kijung Shin

Confident Action Decision via Hierarchical Policy Learning for Conversational Recommendation

Heeseon Kim, Hyeongjun Yang, Kyong-Ho Lee

Disentangling Degree-related Biases and Interest for Out-of-Distribution Generalized Directed Network Embedding

Hyunsik Yoo, Yeon-Chang Lee, Kijung Shin, Sang-Wook Kim

Distillation from Heterogeneous Models for Top-K Recommendation

Seongku Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu

Dual Policy Learning for Aggregation Optimization in Recommender Systems

Heesoo Jung, Sangpil Kim, Hogun Park

NeuKron: Constant-Size Lossy Compression of Sparse Reorderable Matrices and Tensors

Taehyung Kwon, Jihoon Ko, Jinhong Jung, Kijung Shin

SCStory: Self-supervised and Continual Online Story Discovery

Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han

ZTLS: A DNS-based Approach to Zero Round Trip in TLS Handshake

Sangwon Lim, Hyeonmin Lee, Hyunsoo Kim, Hyunwoo Lee, Taekyoung Kwon