WWW / The Web Conference - arXivDaily 期刊&会议

2502.08224 2025-02-13 cs.SE

Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis

Changhua Pei, Zexin Wang, Fengrui Liu, Zeyan Li, Yang Liu, Xiao He, Rong Kang, Tieying Zhang, Jianjun Chen, Jianhui Li, Gaogang Xie, Dan Pei

Comments Accepted by WWW'25 Industry Track

2502.08123 2025-02-13 cs.CR cs.DC cs.LG

Provably Robust Federated Reinforcement Learning

Minghong Fang, Xilong Wang, Neil Zhenqiang Gong

Comments To appear in The Web Conference 2025

2502.06823 2025-02-13 cs.LG cs.CV cs.GR cs.IR

CTR-Driven Advertising Image Generation with Multimodal Large Language Models

Xingye Chen, Wei Feng, Zhenbang Du, Weizhen Wang, Yanyin Chen, Haohan Wang, Linkai Liu, Yaoyu Li, Jinyuan Zhao, Yu Li, Zheng Zhang, Jingjing Lv, Junjie Shen, Zhangang Lin, Jingping Shao, Yuanjie Shao, Xinge You, Changxin Gao, Nong Sang

Comments Accepted to WWW 2025

2501.17630 2025-02-13 cs.IR cs.CL

Uncertainty Quantification and Decomposition for LLM-based Recommendation

Wonbin Kweon, Sanghwan Jang, SeongKu Kang, Hwanjo Yu

Comments WWW 2025

2502.06101 2025-02-12 cs.IR cs.CL

RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning

Jian Xu, Sichun Luo, Xiangyu Chen, Haoming Huang, Hanxu Hou, Linqi Song

Comments Accepted by TheWebConf'25 (WWW'25) as a Short Paper

2502.06097 2025-02-12 cs.IR cs.AI

NLGR: Utilizing Neighbor Lists for Generative Rerank in Personalized Recommendation Systems

Shuli Wang, Xue Wei, Senjie Kou, Chi Wang, Wenshuai Chen, Qi Tang, Yinhua Zhu, Xiong Xiao, Xingxing Wang

Comments Accepted by WWW 2025 Industry Track

2310.09401 2025-02-12 cs.IR cs.AI

CROWN: A Novel Approach to Comprehending Users' Preferences for Accurate Personalized News Recommendation

Yunyong Ko, Seongeun Ryu, Sang-Wook Kim

Comments 11 pages, 7 figures, 9 tables, the ACM Web Conference (WWW) 2025

2208.10629 2025-02-11 cs.CR cs.CY

Getting Bored of Cyberwar: Exploring the Role of Low-level Cybercrime Actors in the Russia-Ukraine Conflict

Anh V. Vu, Daniel R. Thomas, Ben Collier, Alice Hutchings, Richard Clayton, Ross Anderson

Journal ref Proceedings of the ACM World Wide Web Conference (WWW) 2024

2502.06280 2025-02-11 cs.LG

IceBerg: Debiased Self-Training for Class-Imbalanced Node Classification

Zhixun Li, Dingshuo Chen, Tong Zhao, Daixin Wang, Hongrui Liu, Zhiqiang Zhang, Jun Zhou, Jeffrey Xu Yu

Comments Accepted by TheWebConf (WWW) 2025

2502.06006 2025-02-11 cs.IR

FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking

Venktesh V, Vinay Setty

Comments Accepted to WWW 2025 resource track

2502.05822 2025-02-11 cs.IR

HCMRM: A High-Consistency Multimodal Relevance Model for Search Ads

Guobing Gan, Kaiming Gao, Li Wang, Shen Jiang, Peng Jiang

Comments Accepted by WWW 2025 (Industry Track)

2502.05478 2025-02-11 cs.CL

OntoTune: Ontology-Driven Self-training for Aligning Large Language Models

Zhiqiang Liu, Chengtao Gan, Junjie Wang, Yichi Zhang, Zhongpu Bo, Mengshu Sun, Huajun Chen, Wen Zhang

Comments Accepted by WWW25

2502.05472 2025-02-11 cs.SI

Robust Deep Signed Graph Clustering via Weak Balance Theory

Peiyao Zhao, Xin Li, Zeyu Zhang, Mingzhong Wang, Xueying Zhu, Lejian Liao

Comments accepted by WWW25 conference

2412.17245 2025-02-11 cs.IR cs.SI

GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems

Xinyi Wu, Donald Loveland, Runjin Chen, Yozen Liu, Xin Chen, Leonardo Neves, Ali Jadbabaie, Clark Mingxuan Ju, Neil Shah, Tong Zhao

Comments ACM Web Conference (WWW) 2025, Oral

2412.10993 2025-02-11 cs.CR

Serial Scammers and Attack of the Clones: How Scammers Coordinate Multiple Rug Pulls on Decentralized Exchanges

Phuong Duy Huynh, Son Hoang Dau, Nicholas Huppert, Joshua Cervenjak, Hoonie Sun, Hong Yen Tran, Xiaodong Li, Emanuele Viterbo

Comments Accepted by WWW'25

2411.13045 2025-02-11 cs.IR cs.AI cs.CL

Explainable LLM-driven Multi-dimensional Distillation for E-Commerce Relevance Learning

Gang Zhao, Ximing Zhang, Chenji Lu, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng

Comments Accepted by WWW 2025 oral

2410.20142 2025-02-11 cs.CR cs.AI cs.IR

Mask-based Membership Inference Attacks for Retrieval-Augmented Generation

Mingrui Liu, Sixiao Zhang, Cheng Long

Comments This paper is accepted by conference WWW 2025

2410.14102 2025-02-11 cs.CR cs.CY

Beyond Dataset Watermarking: Model-Level Copyright Protection for Code Summarization Models

Jiale Zhang, Haoxuan Li, Di Wu, Xiaobing Sun, Qinghua Lu, Guodong Long

Comments This paper has been accepted by WWW'25

2502.05000 2025-02-10 cs.LG cs.AI

Robust Graph Learning Against Adversarial Evasion Attacks via Prior-Free Diffusion-Based Structure Purification

Jiayi Luo, Qingyun Sun, Haonan Yuan, Xingcheng Fu, Jianxin Li

Comments Accepted for poster at WWW 2025

2502.04976 2025-02-10 cs.MM

Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark

Han Zhang, Zixiang Meng, Meng Luo, Hong Han, Lizi Liao, Erik Cambria, Hao Fei

Comments Accepted by TheWebConf (WWW) 2025

2502.04655 2025-02-10 cs.CL

Before It's Too Late: A State Space Model for the Early Prediction of Misinformation and Disinformation Engagement

Lin Tian, Emily Booth, Francesco Bailo, Julian Droogan, Marian-Andrei Rizoiu

Comments 11 pages, 5 figures, 10 tables, Accepted by the Web Conference 2025 (WWW2025)

2502.04515 2025-02-10 cs.LG cs.AI

MedGNN: Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification

Wei Fan, Jingru Fei, Dingyu Guo, Kun Yi, Xiaozhuang Song, Haolong Xiang, Hangting Ye, Min Li

Comments Accepted by WWW 2025

2411.02959 2025-02-10 cs.IR

HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems

Jiejun Tan, Zhicheng Dou, Wen Wang, Mang Wang, Weipeng Chen, Ji-Rong Wen

Comments Accepted by WWW 2025 main conference. Repo: https://github.com/plageon/HtmlRAG

2304.02932 2025-02-10 cs.CR cs.AI

Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding

Yuke Hu, Wei Liang, Ruofan Wu, Kai Xiao, Weiqiang Wang, Xiaochen Li, Jinfei Liu, Zhan Qin

Comments Accepted in the ACM Web Conference (WWW 2023)

2502.03954 2025-02-07 cs.CL cs.AI

MAQInstruct: Instruction-based Unified Event Relation Extraction

Jun Xu, Mengshu Sun, Zhiqiang Zhang, Jun Zhou

Comments Accepted by WWW 2025 short

2412.20005 2025-02-07 cs.CL cs.AI cs.DB cs.IR cs.LG

OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System

Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen

Comments WWW 2025 Demonstration

2412.09243 2025-02-07 cs.IR

SPRec: Self-Play to Debias LLM-based Recommendation

Chongming Gao, Ruijun Chen, Shuai Yuan, Kexin Huang, Yuanqing Yu, Xiangnan He

Comments Accepted by WWW 2025

2411.00606 2025-02-07 cs.SI

Domain-Informed Negative Sampling Strategies for Dynamic Graph Embedding in Meme Stock-Related Social Networks

Yunming Hui, Inez Maria Zwetsloot, Simon Trimborn, Stevan Rudinac

Journal ref Proceedings of the ACM Web Conference 2025 (WWW '25)

2407.12771 2025-02-07 cs.SI cs.CL cs.CY

The Role of Network and Identity in the Diffusion of Hashtags

Aparna Ananthasubramaniam, Yufei 'Louise' Zhu, David Jurgens, Daniel Romero

Journal ref WWW 2025

2502.02854 2025-02-07 cs.IR cs.LG

TD3: Tucker Decomposition Based Dataset Distillation Method for Sequential Recommendation

Jiaqing Zhang, Mingjia Yin, Hao Wang, Yawen Li, Yuyang Ye, Xingyu Lou, Junping Du, Enhong Chen

Comments This work has been accepted by WWW2025