WWW / The Web Conference - arXivDaily 期刊&会议

2302.09818 2023-02-21 cs.LG cs.AI

FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification

Mingyue Cheng, Qi Liu, Zhiding Liu, Zhi Li, Yucong Luo, Enhong Chen

Comments Accepted by WWW'23 as a conference paper

2302.09228 2023-02-21 cs.CV

Web Photo Source Identification based on Neural Enhanced Camera Fingerprint

Feng Qian, Sifeng He, Honghao Huang, Huanyu Ma, Xiaobo Zhang, Lei Yang

Comments Accepted by WWW2023 (https://www2023.thewebconf.org/). Codes are all publicly available at https://github.com/PhotoNecf/PhotoNecf

2302.05093 2023-02-21 cs.IR cs.AI cs.MM

Unified Vision-Language Representation Modeling for E-Commerce Same-Style Products Retrieval

Ben Chen, Linbo Jin, Xinxin Wang, Dehong Gao, Wen Jiang, Wei Ning

Comments Accepted in The Web Conference (WWW2023) Industry Track. 5 pages, 3 figures

2302.03472 2023-02-21 cs.IR cs.AI

On the Theories Behind Hard Negative Sampling for Recommendation

Wentao Shi, Jiawei Chen, Fuli Feng, Jizhi Zhang, Junkang Wu, Chongming Gao, Xiangnan He

Comments Accepted by WWW'2023; Code is available at https://github.com/swt-user/WWW_2023_code

2301.12646 2023-02-21 cs.IR

MAKE: Vision-Language Pre-training based Product Retrieval in Taobao Search

Xiaoyang Zheng, Zilong Wang, Ke Xu, Sen Li, Tao Zhuang, Qingwen Liu, Xiaoyi Zeng

Comments 5 pages, accepted to The Industry Track of the Web Conference 2023

2208.05728 2023-02-21 cs.IR

Continual Transfer Learning for Cross-Domain Click-Through Rate Prediction at Taobao

Lixin Liu, Yanling Wang, Tianming Wang, Dong Guan, Jiawei Wu, Jingxu Chen, Rong Xiao, Wenxiang Zhu, Fei Fang

Comments Accepted by WWW 2023 industry track

2202.05079 2023-02-20 cs.CY

Who Funds Misinformation? A Systematic Analysis of the Ad-related Profit Routines of Fake News sites

Emmanouil Papadogiannakis, Panagiotis Papadopoulos, Evangelos P. Markatos, Nicolas Kourtellis

Comments 12 pages, The Web Conference 2023

2302.08048 2023-02-17 cs.LG cs.CR

Robust Mid-Pass Filtering Graph Convolutional Networks

Jincheng Huang, Lun Du, Xu Chen, Qiang Fu, Shi Han, Dongmei Zhang

Comments Accepted by WWW'23

2302.07942 2023-02-17 cs.CY cs.AI cs.LG

Enhancing Deep Knowledge Tracing with Auxiliary Tasks

Zitao Liu, Qiongqiong Liu, Jiahao Chen, Shuyan Huang, Boyu Gao, Weiqi Luo, Jian Weng

Comments Accepted at WWW'23: The 2023 ACM Web Conference, 2023

2302.06917 2023-02-15 cs.CY

On Detecting Policy-Related Political Ads: An Exploratory Analysis of Meta Ads in 2022 French Election

Vera Sosnovik, Romaissa Kessi, Maximin Coavoux, Oana Goga

Comments Proceedings of the ACM Web Conference 2023 (WWW '23), May 1--5, 2023, Austin, TX, USA

2302.06656 2023-02-15 cs.IR

Enhancing User Personalization in Conversational Recommenders

Allen Lin, Ziwei Zhu, Jianling Wang, James Caverlee

Comments To Appear On TheWebConf (WWW) 2023

2203.07618 2023-02-15 cs.CL cs.AI

Do Language Models Plagiarize?

Jooyoung Lee, Thai Le, Jinghui Chen, Dongwon Lee

Comments Accepted to WWW'23

2302.05862 2023-02-14 cs.IR

Denoising and Prompt-Tuning for Multi-Behavior Recommendation

Chi Zhang, Rui Chen, Xiangyu Zhao, Qilong Han, Li Li

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

2302.05852 2023-02-14 cs.CL cs.AI cs.IR

"Why is this misleading?": Detecting News Headline Hallucinations with Explanations

Jiaming Shen, Jialu Liu, Dan Finnie, Negar Rahmati, Michael Bendersky, Marc Najork

Comments WWW 2023, 12 pages

2302.05703 2023-02-14 cs.CL cs.AI

HateProof: Are Hateful Meme Detection Systems really Robust?

Piush Aggarwal, Pranit Chawla, Mithun Das, Punyajoy Saha, Binny Mathew, Torsten Zesch, Animesh Mukherjee

Comments Accepted at TheWebConf'2023 (WWW'2023)

2302.01724 2023-02-14 cs.LG cs.IR

Reinforcing User Retention in a Billion Scale Short Video Recommender System

Qingpeng Cai, Shuchang Liu, Xueliang Wang, Tianyou Zuo, Wentao Xie, Bin Yang, Dong Zheng, Peng Jiang, Kun Gai

Journal ref The Web Conference 2023 Industry Track

2210.12316 2023-02-14 cs.IR cs.LG

Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders

Yupeng Hou, Zhankui He, Julian McAuley, Wayne Xin Zhao

Comments Accepted by TheWebConf (WWW) 2023

2208.07622 2023-02-14 cs.AI

KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion

Zhaoxuan Tan, Zilong Chen, Shangbin Feng, Qingyue Zhang, Qinghua Zheng, Jundong Li, Minnan Luo

Comments Accepted to The Web Conference 2023

2302.05550 2023-02-14 cs.IR cs.AI cs.LG cs.SI

PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream

Susik Yoon, Hou Pong Chan, Jiawei Han

Comments Accepted by WWW'23

2302.05044 2023-02-13 cs.LG

Toward Degree Bias in Embedding-Based Knowledge Graph Completion

Harry Shomer, Wei Jin, Wentao Wang, Jiliang Tang

Comments WWW'23

2301.12660 2023-02-13 cs.IR cs.CL

Zero-shot Clarifying Question Generation for Conversational Search

Zhenduo Wang, Yuancheng Tu, Corby Rosset, Nick Craswell, Ming Wu, Qingyao Ai

Comments To appear in the Web Conference 2023

2210.08205 2023-02-13 cs.LG

Active Learning from the Web

Ryoma Sato

Comments WWW 2023

2207.05959 2023-02-13 cs.IR cs.LG

Fine-tuning Partition-aware Item Similarities for Efficient and Scalable Recommendation

Tianjun Wei, Jianghong Ma, Tommy W. S. Chow

Comments Accepted by The 2023 ACM Web Conference (WWW 2023)

2302.04116 2023-02-09 cs.CR cs.AI cs.CL

Training-free Lexical Backdoor Attacks on Language Models

Yujin Huang, Terry Yue Zhuo, Qiongkai Xu, Han Hu, Xingliang Yuan, Chunyang Chen

Comments Accepted to International World Wide Web Conference 2023, Security, Privacy & Trust Track

2302.04038 2023-02-09 cs.SI cs.CY

The Thin Ideology of Populist Advertising on Facebook during the 2019 EU Elections

Arthur Capozzi, Gianmarco De Francisci Morales, Yelena Mejova, Corrado Monti, André Panisson

Journal ref In Proceedings of the ACM Web Conference 2023 (WWW '23), May 1-5, 2023, Austin, TX, USA. ACM, New York, NY, USA, 11 pages

2302.03987 2023-02-09 cs.HC cs.CV

Multiview Representation Learning from Crowdsourced Triplet Comparisons

Xiaotian Lu, Jiyi Li, Koh Takeuchi, Hisashi Kashima

Comments 10 pages, 3 figures, 7 tables, Accepted for WWW 2023

2302.03950 2023-02-09 cs.CL cs.AI

Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply Interactions

Yun Luo, Zihan Liu, Stan Z. Li, Yue Zhang

Journal ref WWW 2023

2302.00796 2023-02-09 cs.IR cs.AI cs.CL

Unsupervised Entity Alignment for Temporal Knowledge Graphs

Xiaoze Liu, Junyang Wu, Tianyi Li, Lu Chen, Yunjun Gao

Comments The Web Conference (WWW) 2023 Research Track

2302.03431 2023-02-09 cs.IR

Exploration and Regularization of the Latent Action Space in Recommendation

Shuchang Liu, Qingpeng Cai, Bowen Sun, Yuhao Wang, Ji Jiang, Dong Zheng, Kun Gai, Peng Jiang, Xiangyu Zhao, Yongfeng Zhang

Comments Proceedings of the ACM Web Conference 2023 (WWW '23), May 1--5, 2023, Austin, TX, USA

2302.03248 2023-02-09 cs.IR

Disentangled Causal Embedding With Contrastive Learning For Recommender System

Weiqi Zhao, Dian Tang, Xin Chen, Dawei Lv, Daoli Ou, Biao Li, Peng Jiang, Kun Gai

Comments Accepted by WWW'23