WSDM

Publications

2024

Xiuyuan Qin, Huanhuan Yuan, Pengpeng Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng
Intent Contrastive Learning with Cross Subsequences for Sequential Recommendation. WSDM (2024)
Carlos Efrain Quintero Narvaez, Raúl Monroy
Integrating Knowledge Graph Data with Large Language Models for Explainable Inference. WSDM (2024)
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. WSDM (2024)
Melissa Robles, Cristian A. Martínez, Juan Camilo Prieto, Sara Palacios, Rubén Manrique
Preserving Heritage: Developing a Translation Tool for Indigenous Dialects. WSDM (2024)
Santiago de Leon-Martinez
Understanding User Behavior in Carousel Recommendation Systems for Click Modeling and Learning to Rank. WSDM (2024)
Yu Liu, Yanan Cao, Shi Wang, Qingyue Wang, Guanqun Bi
Generative Models for Complex Logical Reasoning over Knowledge Graphs. WSDM (2024)
Marija Sakota, Maxime Peyrard, Robert West
Fly-Swat or Cannon? Cost-Effective Language Model Choice via Meta-Modeling. WSDM (2024)
Blaine Hill, Lihui Liu, Hanghang Tong
Ginkgo-P: General Illustrations of Knowledge Graphs for Openness as a Platform. WSDM (2024)
Sachin Farfade, Sachin Vernekar, Vineet Chaoji, Rajdeep Mukherjee
Scaling Use-case Based Shopping using LLMs. WSDM (2024)
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
CL4DIV: A Contrastive Learning Framework for Search Result Diversification. WSDM (2024)
Revanth Gangi Reddy, Sharath Chandra Etagi Suresh, Hao Bai, Wentao Yao, Mankeerat Sidhu, Karan Aggarwal, Prathamesh Sonawane, ChengXiang Zhai
CharmBana: Progressive Responses with Real-Time Internet Search for Knowledge-Powered Conversations. WSDM (2024)
Md. Mostafizur Rahman, Yu Hirate
Customer Understanding for Recommender Systems. WSDM (2024)
Hitesh Sagtani, Madan Gopal Jhawar, Rishabh Mehrotra, Olivier Jeunen
Ad-load Balancing via Off-policy Learning in a Content Marketplace. WSDM (2024)
Pedro Escobar-Turriza, Luis Muñoz-Miranda, Alejandro Pereira-Santana
Genomic-World Fungi Data: Synteny Part. WSDM (2024)
Ziqi Yuan, Haoyi Zhou, Tianyu Chen, Jianxin Li
PhoGAD: Graph-based Anomaly Behavior Detection with Persistent Homology Optimization. WSDM (2024)
Sixiao Zhang, Hongzhi Yin, Hongxu Chen, Cheng Long
Defense Against Model Extraction Attacks on Recommender Systems. WSDM (2024)
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. WSDM (2024)
Song Shuang, Muhammad Syafiq Bin Mohd Pozi
Using Causal Inference to Solve Uncertainty Issues in Dataset Shift. WSDM (2024)
Nolwenn Bernard
Leveraging User Simulation to Develop and Evaluate Conversational Information Access Agents. WSDM (2024)
Zhichao Feng, Pengfei Wang, Kaiyuan Li, Chenliang Li, Shangguang Wang
Contextual MAB Oriented Embedding Denoising for Sequential Recommendation. WSDM (2024)
Jonathan Zárate-Cartas, Alejandro Molina-Villegas
Automatic Extraction of Patterns in Digital News Articles of Femicides occurred in Mexico by Text Mining Techniques. WSDM (2024)
Xuexiong Luo, Guangwei Dong, Jia Wu, Amin Beheshti, Jian Yang, Shan Xue
An Interpretable Brain Graph Contrastive Learning Framework for Brain Disorder Analysis. WSDM (2024)
Haitao Mao, Lun Du, Yujia Zheng, Qiang Fu, Zelin Li, Xu Chen, Shi Han, Dongmei Zhang
Source Free Graph Unsupervised Domain Adaptation. WSDM (2024)
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. WSDM (2024)
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. WSDM (2024)
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
Proxy-based Item Representation for Attribute and Context-aware Recommendation. WSDM (2024)
Zhao Li, Guoqi Ren, Yongchun Gu, Siwei Zhou, Xuanwu Liu, Jiaming Huang, Ming Li
Real-time E-bike Route Planning with Battery Range Prediction. WSDM (2024)
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. WSDM (2024)
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. WSDM (2024)
Ashish Kapoor
Foundation Models for Aerial Robotics. WSDM (2024)
Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Wenyuan Zhang, Quangang Li, Tingwen Liu
CDRNP: Cross-Domain Recommendation to Cold-Start Users via Neural Process. WSDM (2024)
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. WSDM (2024)
Hyowon Wi, Yehjin Shin, Noseong Park
Continuous-time Autoencoders for Regular and Irregular Time Series Imputation. WSDM (2024)
Usman Naseem, Jinman Kim, Matloob Khushi, Adam G. Dunn
A Linguistic Grounding-Infused Contrastive Learning Approach for Health Mention Classification on Social Media. WSDM (2024)
Yaokun Liu, Xiaowang Zhang, Minghui Zou, Zhiyong Feng
Attribute Simulation for Item Embedding Enhancement in Multi-interest Recommendation. WSDM (2024)
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. WSDM (2024)
Zixiao Wang, Zhenzhe Zheng, Yanrong Kang, Jiani Huang
Cost-Effective Active Learning for Bid Exploration in Online Advertising. WSDM (2024)
Fali Wang, Tianxiang Zhao, Suhang Wang
Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels. WSDM (2024)
Tianyu Fu, Chiyue Wei, Yu Wang, Rex Ying
DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting. WSDM (2024)
Lazhar Labiod, Mohamed Nadif, Aghiles Salah
WSDM 2024 Workshop on Representation Learning & Clustering. WSDM (2024)
Qi Hu, Yangqiu Song
User Consented Federated Recommender System Against Personalized Attribute Inference Attack. WSDM (2024)
Muneeswaran I, Advaith Shankar, Varun V, Saisubramaniam Gopalakrishnan, Vishal Vaddina
Mitigating Factual Inconsistency and Hallucination in Large Language Models. WSDM (2024)
Elizabeth Reid
Unlocking Human Curiosity. WSDM (2024)
Ming Zhang, Yanyan Li, Jianguo Duan, Jizhou Huang, Jingbo Zhou
A Scalable Open-Source System for Segmenting Urban Areas with Road Networks. WSDM (2024)
Xinke Jiang, Zidi Qin, Jiarong Xu, Xiang Ao
Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder. WSDM (2024)
Lluís Garcia Pueyo, Symeon Papadopoulos, Prathyusha Senthil Kumar, Aristides Gionis, Panayiotis Tsaparas, Vasilis Verroios, Giuseppe Manco, Anton Andryeyev, Stefano Cresci, Timos Sellis, Anthony McCosker
Integrity 2024: Integrity in Social Networks and Media. WSDM (2024)
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. WSDM (2024)
Xiaolong Liu, Liangwei Yang, Zhiwei Liu, Mingdai Yang, Chen Wang, Hao Peng, Philip S. Yu
Knowledge Graph Context-Enhanced Diversified Recommendation. WSDM (2024)
Jing Zhu, Yuhang Zhou, Vassilis N. Ioannidis, Shengyi Qian, Wei Ai, Xiang Song, Danai Koutra
Pitfalls in Link Prediction with Graph Neural Networks: Understanding the Impact of Target-link Inclusion & Better Practices. WSDM (2024)
Yangqin Jiang, Yuhao Yang, Lianghao Xia, Chao Huang
DiffKG: Knowledge Graph Diffusion Model for Recommendation. WSDM (2024)