WWW / The Web Conference - arXivDaily 期刊&会议

2502.14735 2025-02-21 cs.IR cs.AI

EAGER-LLM: Enhancing Large Language Models as Recommenders through Exogenous Behavior-Semantic Integration

Minjie Hong, Yan Xia, Zehan Wang, Jieming Zhu, Ye Wang, Sihang Cai, Xiaoda Yang, Quanyu Dai, Zhenhua Dong, Zhimeng Zhang, Zhou Zhao

Comments 9 pages, 6 figures, accpeted by WWW 2025

2502.14273 2025-02-21 cs.CV cs.AI cs.MM

LLM-EvRep: Learning an LLM-Compatible Event Representation Using a Self-Supervised Framework

Zongyou Yu, Qiang Qu, Qian Zhang, Nan Zhang, Xiaoming Chen

Comments 6 pages, 2 figures,Companion Proceedings of the ACM Web Conference 2025 (WWW Companion '25)

2502.14158 2025-02-21 cs.LG cs.SI

Dual-level Mixup for Graph Few-shot Learning with Fewer Tasks

Yonghao Liu, Mengyu Li, Fausto Giunchiglia, Lan Huang, Ximing Li, Xiaoyue Feng, Renchu Guan

Comments WWW25

2502.14137 2025-02-21 cs.IR

Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems

Yaochen Zhu, Chao Wan, Harald Steck, Dawen Liang, Yesu Feng, Nathan Kallus, Jundong Li

Comments Accepted by WWW'2025

2412.12468 2025-02-21 cs.LG cs.AI

Transferable and Forecastable User Targeting Foundation Model

Bin Dou, Baokun Wang, Yun Zhu, Xiaotong Lin, Yike Xu, Xiaorui Huang, Yang Chen, Yun Liu, Shaoshuai Han, Yongchao Liu, Tianyi Zhang, Yu Cheng, Weiqiang Wang, Chuntao Hong

Comments 10 pages, 6 figures, accept by The ACM Web Conference 2025 (WWW 2025) Industry Track

2408.04323 2025-02-21 cs.DC

SCOOT: SLO-Oriented Performance Tuning for LLM Inference Engines

Ke Cheng, Zhi Wang, Wen Hu, Tiannuo Yang, Jianguo Li, Sheng Zhang

Comments Accepted by The ACM Web Conference 2025 (WWW'25)

2403.12399 2025-02-21 cs.LG cs.CR cs.SI

Dynamic Gradient Influencing for Viral Marketing Using Graph Neural Networks

Saurabh Sharma, Ambuj Singh

Comments Accepted at WWW '25

2502.13783 2025-02-20 cs.IR

Generative Large Recommendation Models: Emerging Trends in LLMs for Recommendation

Hao Wang, Wei Guo, Luankang Zhang, Jin Yao Chin, Yufei Ye, Huifeng Guo, Yong Liu, Defu Lian, Ruiming Tang, Enhong Chen

Comments This paper has been accepted for the tutorial track at WWW 2025

2502.13165 2025-02-20 cs.MA cs.AI q-fin.TR

HedgeAgents: A Balanced-aware Multi-agent Financial Trading System

Xiangyu Li, Yawen Zeng, Xiaofen Xing, Jin Xu, Xiangmin Xu

Comments This paper has been accepted by The Web Conference 2025 (WWW 2025) and selected for an oral presentation

2409.09770 2025-02-20 cs.LG

Cluster Aware Graph Anomaly Detection

Lecheng Zheng, John R. Birge, Haiyue Wu, Yifang Zhang, Jingrui He

Comments Accepted by The Web Conference 2025

2502.12586 2025-02-19 cs.IR cs.CL

G-Refer: Graph Retrieval-Augmented Large Language Model for Explainable Recommendation

Yuhan Li, Xinni Zhang, Linhao Luo, Heng Chang, Yuxiang Ren, Irwin King, Jia Li

Comments Accepted by WWW 2025, research track

2502.11414 2025-02-19 cs.IR

Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance

Lulu Yu, Keping Bi, Jiafeng Guo, Shihao Liu, Dawei Yin, Xueqi Cheng

Comments 5 pages, 3 figures, accepted by The ACM Web Conference (WWW) 2025 Short Paper Track

2502.05827 2025-02-19 cs.SI cs.AI

HyGEN: Regularizing Negative Hyperedge Generation for Accurate Hyperedge Prediction

Song Kyung Yu, Da Eun Lee, Yunyong Ko, Sang-Wook Kim

Comments 5 pages, 4 figures, 3 tables, the Web Conference (WWW) 2025

2406.04906 2025-02-19 cs.CV cs.AI

RU-AI: A Large Multimodal Dataset for Machine-Generated Content Detection

Liting Huang, Zhihao Zhang, Yiran Zhang, Xiyue Zhou, Shoujin Wang

Comments Accepted by WWW'25 Resource Track

2405.03371 2025-02-19 cs.CL

Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom

Bo Wang, Jing Ma, Hongzhan Lin, Zhiwei Yang, Ruichao Yang, Yuan Tian, Yi Chang

Comments 12 pages, WWW'2024

2502.11921 2025-02-18 cs.IR

Joint Evaluation of Fairness and Relevance in Recommender Systems with Pareto Frontier

Theresia Veronika Rampisela, Tuukka Ruotsalo, Maria Maistro, Christina Lioma

Comments Accepted to TheWebConf/WWW 2025 (Oral)

2502.11519 2025-02-18 cs.SI cs.AI

UniGO: A Unified Graph Neural Network for Modeling Opinion Dynamics on Graphs

Hao Li, Hao Jiang, Yuke Zheng, Hao Sun, Wenying Gong

Comments WWW2025

2502.11429 2025-02-18 cs.LG cs.CY

What's in a Query: Polarity-Aware Distribution-Based Fair Ranking

Aparna Balagopalan, Kai Wang, Olawale Salaudeen, Asia Biega, Marzyeh Ghassemi

Comments Published in WWW 2025

2502.05558 2025-02-18 cs.IR

Large Memory Network for Recommendation

Hui Lu, Zheng Chai, Yuchao Zheng, Zhe Chen, Deping Xie, Peng Xu, Xun Zhou, Di Wu

Journal ref WWW 2025

2501.07365 2025-02-18 cs.IR cs.LG

Multimodal semantic retrieval for product search

Dong Liu, Esther Lopez Ramos

Comments Accepted at EReL@MIR WWW 2025

2310.14483 2025-02-18 cs.IR cs.CL cs.DL cs.LG

Chain-of-Factors Paper-Reviewer Matching

Yu Zhang, Yanzhen Shen, SeongKu Kang, Xiusi Chen, Bowen Jin, Jiawei Han

Comments 10 pages; Accepted to WWW 2025 (Code: https://github.com/yuzhimanhua/CoF)

2502.10750 2025-02-18 cs.SI cs.AI

Human-Centric Community Detection in Hybrid Metaverse Networks with Integrated AI Entities

Shih-Hsuan Chiu, Ya-Wen Teng, De-Nian Yang, Ming-Syan Chen

Comments 15 pages, Accepted for publication in the ACM WWW 2025

2502.08661 2025-02-18 cs.CL cs.AI

Few-shot LLM Synthetic Data with Distribution Matching

Jiyuan Ren, Zhaocheng Du, Zhihao Wen, Qinglin Jia, Sunhao Dai, Chuhan Wu, Zhenhua Dong

Comments 10 pages, 5 figures, accepted at www 2025

2502.10284 2025-02-17 cs.IR cs.AI

A Hybrid Cross-Stage Coordination Pre-ranking Model for Online Recommendation Systems

Binglei Zhao, Houying Qi, Guang Xu, Mian Ma, Xiwei Zhao, Feng Mei, Sulong Xu, Jinghe Hu

Comments Accepted by WWW 2025

2412.09057 2025-02-17 cs.CR

PhishIntel: Toward Practical Deployment of Reference-Based Phishing Detection

Yuexin Li, Hiok Kuek Tan, Qiaoran Meng, Mei Lin Lock, Tri Cao, Shumin Deng, Nay Oo, Hoon Wei Lim, Bryan Hooi

Comments Accepted by WWW 2025 (Demo Track)

2501.15118 2025-02-14 cs.IR

ABXI: Invariant Interest Adaptation for Task-Guided Cross-Domain Sequential Recommendation

Qingtian Bian, Marcus Vinícius de Carvalho, Tieying Li, Jiaxing Xu, Hui Fang, Yiping Ke

Comments Accepted by WebConf '25 (WWW '25)

2502.09058 2025-02-14 cs.IR

Unleashing the Power of Large Language Model for Denoising Recommendation

Shuyao Wang, Zhi Zheng, Yongduo Sui, Hui Xiong

Comments 12 pages, 5 figures, 4 tables. Accecpted by WWW 2025

2502.09050 2025-02-14 cs.IR cs.AI cs.IT cs.LG cs.SI math.IT

Leveraging Member-Group Relations via Multi-View Graph Filtering for Effective Group Recommendation

Chae-Hyun Kim, Yoon-Ryung Choi, Jin-Duk Park, Won-Yong Shin

Comments 5 pages, 3 figures, 4 tables; ACM Web Conference (WWW 2025) (to appear) (Please cite our conference version.)

2502.09046 2025-02-14 cs.IR cs.AI cs.IT cs.LG cs.SI math.IT

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

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

Comments 12 pages, 8 figures, 7 tables; ACM Web Conference (WWW 2025) (to appear) (Please cite our conference version.)

2501.17392 2025-02-14 cs.CR cs.LG

Byzantine-Robust Federated Learning over Ring-All-Reduce Distributed Computing

Minghong Fang, Zhuqing Liu, Xuecen Zhao, Jia Liu

Comments To appear in The Web Conference 2025