WWW / The Web Conference

Descriptive Kernel Convolution Network with Improved Random Walk Kernel

Meng-Chieh Lee, Lingxiao Zhao, Leman Akoglu

Comments WWW 2024

Game-theoretic Counterfactual Explanation for Graph Neural Networks

Chirag Chhablani, Sarthak Jain, Akshay Channesh, Ian A. Kash, Sourav Medya

Comments Accepted to WWW 2024

Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback

Zheng Wang, Bingzheng Gan, Wei Shi

Comments This paper has been accepted by WWW 2024

An In-depth Investigation of User Response Simulation for Conversational Search

Zhenduo Wang, Zhichao Xu, Qingyao Ai, Vivek Srikumar

Comments To appear in The Web Conference 2024, 8 pages with Appendices

Learning to Rewrite Prompts for Personalized Text Generation

Cheng Li, Mingyang Zhang, Qiaozhu Mei, Weize Kong, Michael Bendersky

Comments In Proceedings of the ACM Web Conference 2024 (WWW '24)

Masked Graph Autoencoder with Non-discrete Bandwidths

Ziwen Zhao, Yuhua Li, Yixiong Zou, Jiliang Tang, Ruixuan Li

Comments Full version (17 pages, 8 figures, 12 tables), accepted by TheWebConf 2024 (WWW 2024)

On Practical Diversified Recommendation with Controllable Category Diversity Framework

Tao Zhang, Luwei Yang, Zhibo Xiao, Wen Jiang, Wei Ning

Comments A Two-stage Controllable Category Diversity Framework for Recommendation

Journal ref WWW2024

Weakly Supervised Anomaly Detection via Knowledge-Data Alignment

Haihong Zhao, Chenyi Zi, Yang Liu, Chen Zhang, Yan Zhou, Jia Li

Comments Accepted by WWW 2024

Multi-modal Causal Structure Learning and Root Cause Analysis

Lecheng Zheng, Zhengzhang Chen, Jingrui He, Haifeng Chen

Comments Accepted by the Web Conference 2024

Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective

Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin, Haiming Zhang, Jianhui Li, Gaogang Xie

Comments WWW 2024

List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation

Shicheng Xu, Liang Pang, Jun Xu, Huawei Shen, Xueqi Cheng

Comments Accepted by WWW 2024

Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval

Wentao Ding, Jinmao Li, Liangchuan Luo, Yuzhong Qu

Comments Accepted to TheWebConf'24 (WWW 2024). This is a preprint version; the CR version will include more details. Github: https://github.com/nju-websoft/EPR-KGQA

Towards Cross-Table Masked Pretraining for Web Data Mining

Chao Ye, Guoshan Lu, Haobo Wang, Liyao Li, Sai Wu, Gang Chen, Junbo Zhao

Comments Accepted to WWW 2024

Graph Fairness Learning under Distribution Shifts

Yibo Li, Xiao Wang, Yujie Xing, Shaohua Fan, Ruijia Wang, Yaoqi Liu, Chuan Shi

Comments Accepted by WWW 2024

Deliberate Exposure to Opposing Views and its Association with Behavior and Rewards on Political Communities

Alexandros Efstratiou

Journal ref Proceedings of the ACM Web Conference 2024 (WWW '24). Please cite accordingly

Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction

Qi Sun, Kun Huang, Xiaocui Yang, Rong Tong, Kun Zhang, Soujanya Poria

Comments Accepted by WWW 2024

Data Exchange Markets via Utility Balancing

Aditya Bhaskara, Sreenivas Gollapudi, Sungjin Im, Kostas Kollias, Kamesh Munagala, Govind S. Sankar

Comments To appear in WWW 2024

InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization

Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian McAuley

Comments WWW 2024

NASRec: Weight Sharing Neural Architecture Search for Recommender Systems

Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Feng Yan, Hai Li, Yiran Chen, Wei Wen

Comments Proceedings of the ACM Web Conference 2023 (WWW'23)

Journal ref Proceedings of the ACM Web Conference 2023 (WWW'23)

Two-Stage Constrained Actor-Critic for Short Video Recommendation

Qingpeng Cai, Zhenghai Xue, Chi Zhang, Wanqi Xue, Shuchang Liu, Ruohan Zhan, Xueliang Wang, Tianyou Zuo, Wentao Xie, Dong Zheng, Peng Jiang, Kun Gai

Comments Code Available at https://github.com/AIDefender/TSCAC. arXiv admin note: substantial text overlap with arXiv:2205.13248

Journal ref The Web Conference 2023

Few-shot News Recommendation via Cross-lingual Transfer

Taicheng Guo, Lu Yu, Basem Shihada, Xiangliang Zhang

Comments WWW 2023 camera-ready version

Neural Contextual Bandits for Personalized Recommendation

Yikun Ban, Yunzhe Qi, Jingrui He

Comments WWW'24 Tutorial

On-Device Recommender Systems: A Tutorial on The New-Generation Recommendation Paradigm

Hongzhi Yin, Tong Chen, Liang Qu, Bin Cui

Comments Technical tutorial; to appear at The Web Conference 2024

Adversarial Graph Contrastive Learning with Information Regularization

Shengyu Feng, Baoyu Jing, Yada Zhu, Hanghang Tong

Comments WWW 2022

SCStory: Self-supervised and Continual Online Story Discovery

Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han

Comments Presented at WWW'23

Learning with Exposure Constraints in Recommendation Systems

Omer Ben-Porat, Rotem Torkan

Comments Published in The Web Conference 2023 (WWW 23)

BERT4ETH: A Pre-trained Transformer for Ethereum Fraud Detection

Sihao Hu, Zhen Zhang, Bingqiao Luo, Shengliang Lu, Bingsheng He, Ling Liu

Comments The ACM Web conference (WWW) 2023

Selling a Single Item with Negative Externalities

Tithi Chattopadhyay, Nick Feamster, Matheus V. X. Ferreira, Danny Yuxing Huang, S. Matthew Weinberg

Journal ref WWW '19: The World Wide Web Conference, 2019, 196-206

The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study

Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han

Comments 11 pages; Accepted to WWW 2023

Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification

Yu Zhang, Zhihong Shen, Chieh-Han Wu, Boya Xie, Junheng Hao, Ye-Yi Wang, Kuansan Wang, Jiawei Han

Comments 12 pages; Accepted to WWW 2022