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17th WSDM 2024: Merida, Mexico
- Luz Angelica Caudillo-Mata, Silvio Lattanzi, Andrés Muñoz Medina, Leman Akoglu, Aristides Gionis, Sergei Vassilvitskii:
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024. ACM 2024
Keynote Talk Abstracts
- Andrei Z. Broder
:
Delphic Costs and Benefits in Web Search: A Utilitarian and Historical Analysis. 1 - Nicolas Christin
:
What I Learned from Spending a Dozen Years in the Dark Web. 2-3 - Xin Luna Dong
:
The Journey to A Knowledgeable Assistant with Retrieval-Augmented Generation (RAG). 4 - Elizabeth Reid
:
Unlocking Human Curiosity. 5 - Saiph Savage
:
Unveiling AI-Driven Collective Action for a Worker-Centric Future. 6-7
Full Research Papers
- Zahra Abbasiantaeb
, Yifei Yuan
, Evangelos Kanoulas
, Mohammad Aliannejadi
:
Let the LLMs Talk: Simulating Human-to-Human Conversational QA via Zero-Shot LLM-to-LLM Interactions. 8-17 - Abdullah Alsuhaibani
, Hamad Zogan
, Imran Razzak
, Shoaib Jameel
, Guandong Xu
:
IDoFew: Intermediate Training Using Dual-Clustering in Language Models for Few Labels Text Classification. 18-27 - Yimeng Bai
, Yang Zhang
, Jing Lu
, Jianxin Chang
, Xiaoxue Zang
, Yanan Niu
, Yang Song
, Fuli Feng
:
LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting. 28-37 - Esteban Bautista
, Laurent Brisson
, Cécile Bothorel
, Grégory Smits
:
MAD: Multi-Scale Anomaly Detection in Link Streams. 38-46 - Kianté Brantley
, Zhichong Fang
, Sarah Dean
, Thorsten Joachims
:
Ranking with Long-Term Constraints. 47-56 - Zijian Cai
, Zhaoxuan Tan
, Zhenyu Lei
, Zifeng Zhu
, Hongrui Wang
, Qinghua Zheng
, Minnan Luo
:
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection. 57-66 - Haw-Shiuan Chang
, Nikhil Agarwal
, Andrew McCallum
:
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders. 67-76 - Wei-Cheng Chang
, Jyun-Yu Jiang
, Jiong Zhang
, Mutasem Al-Darabsah
, Choon Hui Teo
, Cho-Jui Hsieh
, Hsiang-Fu Yu
, S. V. N. Vishwanathan
:
PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models. 77-86 - Changyu Chen
, Yanran Li
, Chen Wei
, Jianwei Cui
, Bin Wang
, Rui Yan
:
Empathetic Response Generation with Relation-aware Commonsense Knowledge. 87-95 - Hao Chen
, Lun Du
, Yuxuan Lu
, Qiang Fu
, Xu Chen
, Shi Han
, Yanbin Kang
, Guangming Lu
, Zi Li
:
Professional Network Matters: Connections Empower Person-Job Fit. 96-105 - Huiyuan Chen
, Vivian Lai
, Hongye Jin
, Zhimeng Jiang
, Mahashweta Das
, Xia Hu
:
Towards Mitigating Dimensional Collapse of Representations in Collaborative Filtering. 106-115 - Yuyan Chen
, Jin Zhao
, Zhihao Wen
, Zhixu Li
, Yanghua Xiao
:
TemporalMed: Advancing Medical Dialogues with Time-Aware Responses in Large Language Models. 116-124 - Zhen Chen
, Jingping Liu
, Deqing Yang
, Yanghua Xiao
, Huimin Xu
, Zongyu Wang
, Rui Xie
, Yunsen Xian
:
Exploiting Duality in Open Information Extraction with Predicate Prompt. 125-133 - Tzu-Yun Chien
, Chih-Ya Shen
:
Customized and Robust Deep Neural Network Watermarking. 134-142 - Alex Crane
, Brian Lavallee
, Blair D. Sullivan
, Nate Veldt
:
Overlapping and Robust Edge-Colored Clustering in Hypergraphs. 143-151 - Shohreh Deldari
, Dimitris Spathis
, Mohammad Malekzadeh
, Fahim Kawsar
, Flora D. Salim
, Akhil Mathur
:
CroSSL: Cross-modal Self-Supervised Learning for Time-series through Latent Masking. 152-160 - Cheng Deng
, Tianhang Zhang
, Zhongmou He
, Qiyuan Chen
, Yuanyuan Shi
, Yi Xu
, Luoyi Fu
, Weinan Zhang
, Xinbing Wang
, Chenghu Zhou
, Zhouhan Lin
, Junxian He
:
K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization. 161-170 - Zhirui Deng
, Zhicheng Dou
, Yutao Zhu
, Ji-Rong Wen
:
CL4DIV: A Contrastive Learning Framework for Search Result Diversification. 171-180 - Haoyu Dong
, Haochen Wang
, Anda Zhou
, Yue Hu
:
TTC-QuAli: A Text-Table-Chart Dataset for Multimodal Quantity Alignment. 181-189 - Mingyuan Fan
, Yang Liu
, Cen Chen
, Chengyu Wang
, Minghui Qiu
, Wenmeng Zhou
:
Guardian: Guarding against Gradient Leakage with Provable Defense for Federated Learning. 190-198 - Zhichao Feng
, Pengfei Wang
, Kaiyuan Li
, Chenliang Li
, Shangguang Wang
:
Contextual MAB Oriented Embedding Denoising for Sequential Recommendation. 199-207 - Junchen Fu
, Fajie Yuan
, Yu Song
, Zheng Yuan
, Mingyue Cheng
, Shenghui Cheng
, Jiaqi Zhang
, Jie Wang
, Yunzhu Pan
:
Exploring Adapter-based Transfer Learning for Recommender Systems: Empirical Studies and Practical Insights. 208-217 - Tianyu Fu
, Chiyue Wei
, Yu Wang
, Rex Ying
:
DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting. 218-227 - Chunjing Gan
, Bo Huang
, Binbin Hu
, Jian Ma
, Zhiqiang Zhang
, Jun Zhou
, Guannan Zhang
, Wenliang Zhong
:
PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation. 228-237 - Chang Gong
, Di Yao
, Lei Zhang
, Sheng Chen
, Wenbin Li
, Yueyang Su
, Jingping Bi
:
CausalMMM: Learning Causal Structure for Marketing Mix Modeling. 238-246 - Xiaoqiang Gui
, Yueyao Cheng
, Xiang-Rong Sheng
, Yunfeng Zhao
, Guoxian Yu
, Shuguang Han
, Yuning Jiang
, Jian Xu
, Bo Zheng
:
Calibration-compatible Listwise Distillation of Privileged Features for CTR Prediction. 247-256 - Bowen Hao
, Chaoqun Yang
, Lei Guo
, Junliang Yu
, Hongzhi Yin
:
Motif-based Prompt Learning for Universal Cross-domain Recommendation. 257-265 - Hengchang Hu
, Wei Guo
, Xu Liu
, Yong Liu
, Ruiming Tang
, Rui Zhang
, Min-Yen Kan
:
User Behavior Enriched Temporal Knowledge Graphs for Sequential Recommendation. 266-275 - Qi Hu
, Yangqiu Song
:
User Consented Federated Recommender System Against Personalized Attribute Inference Attack. 276-285 - Xinrong Hu
, Wushuan Chen
, Jie Yang
, Yi Guo
, Xun Yao
, Bangchao Wang
, Junping Liu
, Ce Xu
:
SCAD: Subspace Clustering based Adversarial Detector. 286-294 - Jiani Huang
, Zhenzhe Zheng
, Yanrong Kang
, Zixiao Wang
:
From Second to First: Mixed Censored Multi-Task Learning for Winning Price Prediction. 295-303 - Xinke Jiang
, Zidi Qin
, Jiarong Xu
, Xiang Ao
:
Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder. 304-312 - Yangqin Jiang
, Yuhao Yang
, Lianghao Xia
, Chao Huang
:
DiffKG: Knowledge Graph Diffusion Model for Recommendation. 313-321 - Magdalena Kaiser
, Rishiraj Saha Roy
, Gerhard Weikum
:
Robust Training for Conversational Question Answering Models with Reinforced Reformulation Generation. 322-331 - Yungi Kim
, Taeri Kim
, Won-Yong Shin
, Sang-Wook Kim
:
MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation. 332-340 - Menglin Kong
, Jia Wang
, Yushan Pan
, Haiyang Zhang
, Muzhou Hou
:
C²DR: Robust Cross-Domain Recommendation based on Causal Disentanglement. 341-349 - Jacopo Lenti
, Corrado Monti
, Gianmarco De Francisci Morales
:
Likelihood-Based Methods Improve Parameter Estimation in Opinion Dynamics Models. 350-359 - Mingzhe Li
, Xiuying Chen
, Jing Xiang
, Qishen Zhang
, Changsheng Ma
, Chenchen Dai
, Jinxiong Chang
, Zhongyi Liu
, Guannan Zhang
:
Multi-Intent Attribute-Aware Text Matching in Searching. 360-368 - Qian Li
, Lixin Su
, Jiashu Zhao
, Long Xia
, Hengyi Cai
, Suqi Cheng
, Hengzhu Tang
, Junfeng Wang
, Dawei Yin
:
Text-Video Retrieval via Multi-Modal Hypergraph Networks. 369-377 - Xiaodong Li
, Jiawei Sheng
, Jiangxia Cao
, Wenyuan Zhang
, Quangang Li
, Tingwen Liu
:
CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process. 378-386 - Xuewei Li
, Hongwei Chen
, Jian Yu
, Mankun Zhao
, Tianyi Xu
, Wenbin Zhang
, Mei Yu
:
Global Heterogeneous Graph and Target Interest Denoising for Multi-behavior Sequential Recommendation. 387-395 - Guanyu Lin
, Chen Gao
, Yu Zheng
, Yinfeng Li
, Jianxin Chang
, Yanan Niu
, Yang Song
, Kun Gai
, Zhiheng Li
, Depeng Jin
, Yong Li
:
Inverse Learning with Extremely Sparse Feedback for Recommendation. 396-404 - Guanyu Lin
, Chen Gao
, Yu Zheng
, Jianxin Chang
, Yanan Niu
, Yang Song
, Kun Gai
, Zhiheng Li
, Depeng Jin
, Yong Li
, Meng Wang
:
Mixed Attention Network for Cross-domain Sequential Recommendation. 405-413 - Xiaolin Lin
, Jinwei Luo
, Junwei Pan
, Weike Pan
, Zhong Ming
, Xun Liu
, Shudong Huang
, Jie Jiang
:
Multi-Sequence Attentive User Representation Learning for Side-information Integrated Sequential Recommendation. 414-423 - Ziqian Lin
, Hao Ding
, Trong Nghia Hoang
, Branislav Kveton
, Anoop Deoras
, Hao Wang
:
Pre-trained Recommender Systems: A Causal Debiasing Perspective. 424-433 - Dugang Liu
, Chaohua Yang
, Xing Tang
, Yejing Wang
, Fuyuan Lyu
, Weihong Luo
, Xiuqiang He
, Zhong Ming
, Xiangyu Zhao
:
MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems. 434-442 - Lingwen Liu
, Guangqi Wen
, Peng Cao
, Jinzhu Yang
, Weiping Li
, Osmar R. Zaïane
:
Capturing Temporal Node Evolution via Self-supervised Learning: A New Perspective on Dynamic Graph Learning. 443-451 - Qijiong Liu
, Nuo Chen
, Tetsuya Sakai
, Xiao-Ming Wu
:
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models. 452-461 - Xiaolong Liu
, Liangwei Yang
, Zhiwei Liu
, Mingdai Yang
, Chen Wang
, Hao Peng
, Philip S. Yu
:
Knowledge Graph Context-Enhanced Diversified Recommendation. 462-471 - Xu Liu
, Tong Yu
, Kaige Xie
, Junda Wu
, Shuai Li
:
Interact with the Explanations: Causal Debiased Explainable Recommendation System. 472-481 - Yaokun Liu
, Xiaowang Zhang
, Minghui Zou
, Zhiyong Feng
:
Attribute Simulation for Item Embedding Enhancement in Multi-interest Recommendation. 482-491 - Yu Liu
, Yanan Cao
, Shi Wang
, Qingyue Wang
, Guanqun Bi
:
Generative Models for Complex Logical Reasoning over Knowledge Graphs. 492-500 - Wenze Ma
, Yuexian Wang
, Yanmin Zhu
, Zhaobo Wang
, Mengyuan Jing
, Xuhao Zhao
, Jiadi Yu
, Feilong Tang
:
MADM: A Model-agnostic Denoising Module for Graph-based Social Recommendation. 501-509 - Yunshan Ma
, Xiaohao Liu
, Yinwei Wei
, Zhulin Tao
, Xiang Wang
, Tat-Seng Chua
:
Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction. 510-519 - Haitao Mao
, Lun Du
, Yujia Zheng
, Qiang Fu
, Zelin Li
, Xu Chen
, Shi Han
, Dongmei Zhang
:
Source Free Graph Unsupervised Domain Adaptation. 520-528 - Usman Naseem
, Jinman Kim
, Matloob Khushi
, Adam G. Dunn
:
A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. 529-537 - Aleksandr V. Petrov
, Craig Macdonald
:
RecJPQ: Training Large-Catalogue Sequential Recommenders. 538-547 - Xiuyuan Qin, Huanhuan Yuan
, Pengpeng Zhao
, Guanfeng Liu
, Fuzhen Zhuang
, Victor S. Sheng
:
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation. 548-556 - Yunke Qu
, Tong Chen
, Quoc Viet Hung Nguyen
, Hongzhi Yin
:
Budgeted Embedding Table For Recommender Systems. 557-566 - Xubin Ren
, Lianghao Xia
, Yuhao Yang
, Wei Wei
, Tianle Wang
, Xuheng Cai
, Chao Huang
:
SSLRec: A Self-Supervised Learning Framework for Recommendation. 567-575 - Amit Roy
, Juan Shu
, Jia Li
, Carl Yang
, Olivier Elshocht
, Jeroen Smeets
, Pan Li
:
GAD-NR: Graph Anomaly Detection via Neighborhood Reconstruction. 576-585 - Hitesh Sagtani
, Madan Gopal Jhawar
, Rishabh Mehrotra
, Olivier Jeunen
:
Ad-load Balancing via Off-policy Learning in a Content Marketplace. 586-595 - Sina Sajadmanesh
, Daniel Gatica-Perez
:
ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees. 596-605 - Marija Sakota
, Maxime Peyrard
, Robert West
:
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling. 606-615 - Jinseok Seol
, Minseok Gang
, Sang-goo Lee
, Jaehui Park
:
Proxy-based Item Representation for Attribute and Context-aware Recommendation. 616-625 - Paras Sheth
, Raha Moraffah
, Tharindu S. Kumarage
, Aman Chadha
, Huan Liu
:
Causality Guided Disentanglement for Cross-Platform Hate Speech Detection. 626-635 - Yi Su
, Xiangyu Wang
, Elaine Ya Le
, Liang Liu
, Yuening Li
, Haokai Lu
, Benjamin Lipshitz
, Sriraj Badam
, Lukasz Heldt
, Shuchao Bi
, Ed H. Chi
, Cristos Goodrow
, Su-Lin Wu
, Lexi Baugher
, Minmin Chen
:
Long-Term Value of Exploration: Measurements, Findings and Algorithms. 636-644 - Yuan Sui
, Mengyu Zhou
, Mingjie Zhou
, Shi Han
, Dongmei Zhang
:
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study. 645-654 - Hao Sun
, Xiao Liu
, Yeyun Gong
, Anlei Dong
, Jingwen Lu
, Yan Zhang
, Linjun Yang
, Rangan Majumder
, Nan Duan
:
LEAD: Liberal Feature-based Distillation for Dense Retrieval. 655-664 - Wangbin Sun
, Jintang Li
, Liang Chen
, Bingzhe Wu
, Yatao Bian
, Zibin Zheng
:
Rethinking and Simplifying Bootstrapped Graph Latents. 665-673 - Xiaojie Sun
, Keping Bi
, Jiafeng Guo
, Sihui Yang
, Qishen Zhang
, Zhongyi Liu
, Guannan Zhang
, Xueqi Cheng
:
A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval. 674-682 - Jonas Wallat
, Adam Jatowt
, Avishek Anand
:
Temporal Blind Spots in Large Language Models. 683-692 - Binghui Wang
, Minhua Lin
, Tianxiang Zhou
, Pan Zhou
, Ang Li
, Meng Pang
, Hai Helen Li
, Yiran Chen
:
Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function. 693-701 - Chengxin Wang
, Yuxuan Liang
, Gary Tan
:
CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting. 702-711 - Fali Wang
, Tianxiang Zhao
, Suhang Wang
:
Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels. 712-720 - Haonan Wang
, Ziwei Wu
, Jingrui He
:
FairIF: Boosting Fairness in Deep Learning via Influence Functions with Validation Set Sensitive Attributes. 721-730 - Shiyu Wang
:
NeuralReconciler for Hierarchical Time Series Forecasting. 731-739 - Shuyao Wang
, Yongduo Sui
, Jiancan Wu
, Zhi Zheng
, Hui Xiong
:
Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. 740-749 - Xiaoyu Wang
, Yonghui Guo
, Bin Tan
, Tao Yang
, Dongbo Huang
, Lan Xu
, Hao Zhou
, Xiangyang Li
:
Follow the LIBRA: Guiding Fair Policy for Unified Impression Allocation via Adversarial Rewarding. 750-759 - Yakun Wang
, Binbin Hu
, Shuo Yang
, Meiqi Zhu
, Zhiqiang Zhang
, Qiyang Zhang
, Jun Zhou
, Guo Ye
, Huimei He
:
Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction. 760-768 - Yue Wang
, Zilong Zheng
, Zecheng Tang
, Juntao Li
, Zhihui Liu
, Kunlong Chen
, Jinxiong Chang
, Qishen Zhang
, Zhongyi Liu
, Min Zhang
:
Towards Better Chinese Spelling Check for Search Engines: A New Dataset and Strong Baseline. 769-778 - Yuhao Wang
, Ziru Liu
, Yichao Wang
, Xiangyu Zhao, Bo Chen
, Huifeng Guo
, Ruiming Tang:
Diff-MSR: A Diffusion Model Enhanced Paradigm for Cold-Start Multi-Scenario Recommendation. 779-787 - Zixiao Wang
, Zhenzhe Zheng
, Yanrong Kang
, Jiani Huang
:
Cost-Effective Active Learning for Bid Exploration in Online Advertising. 788-796 - He Wei
, Yuekui Yang
, Shaoping Ma
, Haiyang Wu
, Yangyang Tang
, Meixi Liu
, Yang Zhang
:
AutoPooling: Automated Pooling Search for Multi-valued Features in Recommendations. 797-805 - Wei Wei
, Xubin Ren
, Jiabin Tang
, Qinyong Wang
, Lixin Su
, Suqi Cheng
, Junfeng Wang
, Dawei Yin
, Chao Huang
:
LLMRec: Large Language Models with Graph Augmentation for Recommendation. 806-815 - Yihua Wen
, Si Chen
, Yu Tian
, Wanxian Guan
, Pengjie Wang
, Hongbo Deng
, Jian Xu
, Bo Zheng
, Zihao Li
, Lixin Zou
, Chenliang Li
:
Unified Visual Preference Learning for User Intent Understanding. 816-825 - Hyowon Wi
, Yehjin Shin
, Noseong Park
:
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation. 826-835 - Jiafeng Xia
, Dongsheng Li
, Hansu Gu
, Tun Lu
, Peng Zhang
, Li Shang
, Ning Gu
:
Neural Kalman Filtering for Robust Temporal Recommendation. 836-845 - Zhibo Xiao
, Luwei Yang
, Tao Zhang
, Wen Jiang
, Wei Ning
, Yujiu Yang
:
Deep Evolutional Instant Interest Network for CTR Prediction in Trigger-Induced Recommendation. 846-854 - Xin Xin
, Liu Yang
, Ziqi Zhao
, Pengjie Ren
, Zhumin Chen
, Jun Ma
, Zhaochun Ren
:
On the Effectiveness of Unlearning in Session-Based Recommendation. 855-863 - Hongshen Xu
, Lu Chen
, Zihan Zhao
, Da Ma
, Ruisheng Cao
, Zichen Zhu
, Kai Yu
:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. 864-872 - Rong Yan
, Peng Bao
, Xiao Zhang
, Zhongyi Liu
, Hui Liu
:
Towards Alignment-Uniformity Aware Representation in Graph Contrastive Learning. 873-881 - Jiyuan Yang
, Yue Ding
, Yidan Wang
, Pengjie Ren
, Zhumin Chen
, Fei Cai
, Jun Ma
, Rui Zhang
, Zhaochun Ren
, Xin Xin
:
Debiasing Sequential Recommenders through Distributionally Robust Optimization over System Exposure. 882-890 - Mingdai Yang
, Zhiwei Liu
, Liangwei Yang
, Xiaolong Liu
, Chen Wang
, Hao Peng
, Philip S. Yu
:
Unified Pretraining for Recommendation via Task Hypergraphs. 891-900 - Zhe Yang
, Qi Liu
, Kai Zhang
, Shiwei Tong
, Enhong Chen
:
GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas. 901-910 - Xun Yao
, Zhixin Zhang
, Xinrong Hu
, Jie (Jack) Yang
, Yi Guo
, Daniel (Dianliang) Zhu
:
COTER: Conditional Optimal Transport meets Table Retrieval. 911-919 - Ziqi Yuan
, Haoyi Zhou
, Tianyu Chen
, Jianxin Li
:
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. 920-929 - Zhenrui Yue
, Yueqi Wang
, Zhankui He
, Huimin Zeng
, Julian J. McAuley
, Dong Wang
:
Linear Recurrent Units for Sequential Recommendation. 930-938 - Kexin Zhang
, Yichao Wang
, Xiu Li
, Ruiming Tang
, Rui Zhang
:
IncMSR: An Incremental Learning Approach for Multi-Scenario Recommendation. 939-948