KDD

2021–2025 確定版

著者一覧 · 国際会議 · 大学ランキング

KDD 公式サイト ↗

Web, Data Mining & Information Retrieval

2023 · 313 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2023 · KDD
Multi-Grained Multimodal Interaction Network for Entity Linking
Pengfei Luo, Tong Xu, Shiwei Wu, Chen Zhu, Linli Xu, Enhong Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Multi-Temporal Relationship Inference in Urban Areas
Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu, Enhong Chen, Hui Xiong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Multiplex Heterogeneous Graph Neural Network with Behavior Pattern Modeling
Chaofan Fu, Guanjie Zheng, Chao Huang, Yanwei Yu, Junyu Dong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Narrow the Input Mismatch in Deep Graph Neural Network Distillation
Qiqi Zhou, Yanyan Shen, Lei Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Navigating Alignment for Non-identical Client Class Sets: A Label Name-Anchored Federated Learning Framework
Jiayun Zhang, Xiyuan Zhang, Xinyang Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders
Dingsu Wang, Yuchen Yan, Ruizhong Qiu, Yada Zhu, Kaiyu Guan, Andrew Margenot, Hanghang Tong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Neural-Hidden-CRF: A Robust Weakly-Supervised Sequence Labeler
Zhijun Chen, Hailong Sun, Wanhao Zhang, Chunyi Xu, Qianren Mao, Pengpeng Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Node Classification Beyond Homophily: Towards a General Solution
Zhe Xu, Yuzhong Chen, Qinghai Zhou, Yuhang Wu, Menghai Pan, Hao Yang, Hanghang Tong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
OPORP: One Permutation + One Random Projection
Ping Li, Xiaoyun Li
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Off-Policy Evaluation of Ranking Policies under Diverse User Behavior
Haruka Kiyohara, Masatoshi Uehara, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto, Yuta Saito
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
On Hierarchical Disentanglement of Interactive Behaviors for Multimodal Spatiotemporal Data with Incompleteness
Jiayi Chen, Aidong Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
On Improving the Cohesiveness of Graphs by Merging Nodes: Formulation, Analysis, and Algorithms
Fanchen Bu, Kijung Shin
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
On Manipulating Signals of User-Item Graph: A Jacobi Polynomial-based Graph Collaborative Filtering
Jiayan Guo, Lun Du, Xu Chen, Xiaojun Ma, Qiang Fu, Shi Han, Dongmei Zhang, Yan Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
On Structural Expressive Power of Graph Transformers
Wenhao Zhu, Tianyu Wen, Guojie Song, Liang Wang, Bo Zheng
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms
Shaoyuan Huang, Zheng Wang, Heng Zhang, Xiaofei Wang, Cheng Zhang, Wenyu Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data
Yao Su, Zhentian Qian, Lei Ma, Lifang He, Xiangnan Kong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Online Fairness Auditing through Iterative Refinement
Pranav Maneriker, Codi Burley, Srinivasan Parthasarathy
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Online Level-wise Hierarchical Clustering
Nicholas Monath, Manzil Zaheer, Andrew McCallum
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Open-Set Semi-Supervised Text Classification with Latent Outlier Softening
Junfan Chen, Richong Zhang, Junchi Chen, Chunming Hu, Yongyi Mao
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Optimal Dynamic Subset Sampling: Theory and Applications
Lu Yi, Hanzhi Wang, Zhewei Wei
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Optimizing Traffic Control with Model-Based Learning: A Pessimistic Approach to Data-Efficient Policy Inference
Mayuresh Kunjir, Sanjay Chawla, Siddarth Chandrasekar, Devika Jay, Balaraman Ravindran
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text
Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
PERT-GNN: Latency Prediction for Microservice-based Cloud-Native Applications via Graph Neural Networks
Da Sun Handason Tam, Yang Liu, Huanle Xu, Siyue Xie, Wing Cheong Lau
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
PROSE: Graph Structure Learning via Progressive Strategy
Huizhao Wang, Yao Fu, Tao Yu, Linghui Hu, Weihao Jiang, Shiliang Pu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
PSLOG: Pretraining with Search Logs for Document Ranking
Zhan Su, Zhicheng Dou, Yujia Zhou, Ziyuan Zhao, Ji-Rong Wen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Parameter-free Spikelet: Discovering Different Length and Warped Time Series Motifs using an Adaptive Time Series Representation
Makoto Imamura, Takaaki Nakamura
Web, Data Mining & Information Retrieval
日本大学: 東海大学
2023 · KDD
Partial-label Learning with Mixed Closed-set and Open-set Out-of-candidate Examples
Shuo He, Lei Feng, Guowu Yang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Path-Specific Counterfactual Fairness for Recommender Systems
Yaochen Zhu, Jing Ma, Liang Wu, Qi Guo, Liangjie Hong, Jundong Li
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction
Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Personalized Federated Learning with Parameter Propagation
Jun Wu, Wenxuan Bao, Elizabeth Ainsworth, Jingrui He
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Physics-Guided Discovery of Highly Nonlinear Parametric Partial Differential Equations
Yingtao Luo, Qiang Liu, Yuntian Chen, Wenbo Hu, Tian Tian, Jun Zhu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting
Christine Herlihy, Aviva Prins, Aravind Srinivasan, John P. Dickerson
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Pre-training Antibody Language Models for Antigen-Specific Computational Antibody Design
Kaiyuan Gao, Lijun Wu, Jinhua Zhu, Tianbo Peng, Yingce Xia, Liang He, Shufang Xie, Tao Qin, Haiguang Liu, Kun He, Tie-Yan Liu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Precursor-of-Anomaly Detection for Irregular Time Series
Sheo Yon Jhin, Jaehoon Lee, Noseong Park
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Predicting Information Pathways Across Online Communities
Yiqiao Jin, Yeon-Chang Lee, Kartik Sharma, Meng Ye, Karan Sikka, Ajay Divakaran, Srijan Kumar
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Preemptive Detection of Fake Accounts on Social Networks via Multi-Class Preferential Attachment Classifiers
Adam Breuer, Nazanin Khosravani, Michael Tingley, Bradford Cottel
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement
Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Prescriptive PCA: Dimensionality Reduction for Two-stage Stochastic Optimization
Long He, Ho-Yin Mak
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Privacy Matters: Vertical Federated Linear Contextual Bandits for Privacy Protected Recommendation
Zeyu Cao, Zhipeng Liang, Bingzhe Wu, Shu Zhang, Hangyu Li, Ouyang Wen, Yu Rong, Peilin Zhao
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Pyramid Graph Neural Network: A Graph Sampling and Filtering Approach for Multi-scale Disentangled Representations
Haoyu Geng, Chao Chen, Yixuan He, Gang Zeng, Zhaobing Han, Hua Chai, Junchi Yan
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
QTIAH-GNN: Quantity and Topology Imbalance-aware Heterogeneous Graph Neural Network for Bankruptcy Prediction
Yucheng Liu, Zipeng Gao, Xiangyang Liu, Pengfei Luo, Yang Yang, Hui Xiong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Quantifying Node Importance over Network Structural Stability
Fan Zhang, Qingyuan Linghu, Jiadong Xie, Kai Wang, Xuemin Lin, Wenjie Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Quantitatively Measuring and Contrastively Exploring Heterogeneity for Domain Generalization
Yunze Tong, Junkun Yuan, Min Zhang, Didi Zhu, Keli Zhang, Fei Wu, Kun Kuang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Querywise Fair Learning to Rank through Multi-Objective Optimization
Debabrata Mahapatra, Chaosheng Dong, Michinari Momma
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
R-Mixup: Riemannian Mixup for Biological Networks
Xuan Kan, Zimu Li, Hejie Cui, Yue Yu, Ran Xu, Shaojun Yu, Zilong Zhang, Ying Guo, Carl Yang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Rank-heterogeneous Preference Models for School Choice
Amel Awadelkarim, Arjun Seshadri, Itai Ashlagi, Irene Lo, Johan Ugander
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Rapid Image Labeling via Neuro-Symbolic Learning
Yifeng Wang, Zhi Tu, Yiwen Xiang, Shiyuan Zhou, Xiyuan Chen, Bingxuan Li, Tianyi Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation
Likang Wu, Zhi Li, Hongke Zhao, Zhefeng Wang, Qi Liu, Baoxing Huai, Nicholas Jing Yuan, Enhong Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Reconsidering Learning Objectives in Unbiased Recommendation: A Distribution Shift Perspective
Teng Xiao, Zhengyu Chen, Suhang Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Reconstructing Graph Diffusion History from a Single Snapshot
Ruizhong Qiu, Dingsu Wang, Lei Ying, H. Vincent Poor, Yifang Zhang, Hanghang Tong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Reducing Exposure to Harmful Content via Graph Rewiring
Corinna Coupette, Stefan Neumann, Aristides Gionis
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers
Chanyoung Chung, Jaejun Lee, Joyce Jiyoung Whang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction
Zhangchi Zhu, Lu Wang, Pu Zhao, Chao Du, Wei Zhang, Hang Dong, Bo Qiao, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Robust Spatiotemporal Traffic Forecasting with Reinforced Dynamic Adversarial Training
Fan Liu, Weijia Zhang, Hao Liu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space
Huaqing Shao, Lanjun Wang, Junchi Yan
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Rumor Detection with Diverse Counterfactual Evidence
Kaiwei Zhang, Junchi Yu, Haichao Shi, Jian Liang, Xiao-Yu Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
ST-iFGSM: Enhancing Robustness of Human Mobility Signature Identification Model via Spatial-Temporal Iterative FGSM
Mingzhi Hu, Xin Zhang, Yanhua Li, Xun Zhou, Jun Luo
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
SURE: Robust, Explainable, and Fair Classification without Sensitive Attributes
Deepayan Chakrabarti
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Self-Adaptive Perturbation Radii for Adversarial Training
Huimin Wu, Wanli Shi, Chenkang Zhang, Bin Gu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Semantic Dissimilarity Guided Locality Preserving Projections for Partial Label Dimensionality Reduction
Yuheng Jia, Jiahao Jiang, Yongheng Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Semi-Supervised Graph Imbalanced Regression
Gang Liu, Tong Zhao, Eric Inae, Tengfei Luo, Meng Jiang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Sequential Learning Algorithms for Contextual Model-Free Influence Maximization
Alexandra Iacob, Bogdan Cautis, Silviu Maniu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
ShapleyFL: Robust Federated Learning Based on Shapley Value
Qiheng Sun, Xiang Li, Jiayao Zhang, Li Xiong, Weiran Liu, Jinfei Liu, Zhan Qin, Kui Ren
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Sharpness-Aware Minimization Revisited: Weighted Sharpness as a Regularization Term
Yun Yue, Jiadi Jiang, Zhiling Ye, Ning Gao, Yongchao Liu, Ke Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Shift-Robust Molecular Relational Learning with Causal Substructure
Namkyeong Lee, Kanghoon Yoon, Gyoung S. Na, Sein Kim, Chanyoung Park
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Shilling Black-box Review-based Recommender Systems through Fake Review Generation
Hung-Yun Chiang, Yi-Syuan Chen, Yun-Zhu Song, Hong-Han Shuai, Jason S. Chang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Similarity Preserving Adversarial Graph Contrastive Learning
Yeonjun In, Kanghoon Yoon, Chanyoung Park
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Sketch-Based Anomaly Detection in Streaming Graphs
Siddharth Bhatia, Mohit Wadhwa, Kenji Kawaguchi, Neil Shah, Philip S. Yu, Bryan Hooi
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
SketchPolymer: Estimate Per-item Tail Quantile Using One Sketch
Jiarui Guo, Yisen Hong, Yuhan Wu, Yunfei Liu, Tong Yang, Bin Cui
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Skill Disentanglement for Imitation Learning from Suboptimal Demonstrations
Tianxiang Zhao, Wenchao Yu, Suhang Wang, Lu Wang, Xiang Zhang, Yuncong Chen, Yanchi Liu, Wei Cheng, Haifeng Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Sparse Binary Transformers for Multivariate Time Series Modeling
Matt Gorbett, Hossein Shirazi, Indrakshi Ray
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures
Peng Zhao, Hou-Cheng Yang, Dipak K. Dey, Guanyu Hu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Spatial Heterophily Aware Graph Neural Networks
Congxi Xiao, Jingbo Zhou, Jizhou Huang, Tong Xu, Hui Xiong
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Spatio-temporal Diffusion Point Processes
Yuan Yuan, Jingtao Ding, Chenyang Shao, Depeng Jin, Yong Li
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Specify Robust Causal Representation from Mixed Observations
Mengyue Yang, Xinyu Cai, Furui Liu, Weinan Zhang, Jun Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
TWIN: Personalized Clinical Trial Digital Twin Generation
Trisha Das, Zifeng Wang, Jimeng Sun
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Task Relation-aware Continual User Representation Learning
Sein Kim, Namkyeong Lee, Donghyun Kim, Minchul Yang, Chanyoung Park
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Task-Equivariant Graph Few-shot Learning
Sungwon Kim, Junseok Lee, Namkyeong Lee, Wonjoong Kim, Seungyoon Choi, Chanyoung Park
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Temporal Dynamics-Aware Adversarial Attacks on Discrete-Time Dynamic Graph Models
Kartik Sharma, Rakshit Trivedi, Rohit Sridhar, Srijan Kumar
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data
Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Text Is All You Need: Learning Language Representations for Sequential Recommendation
Jiacheng Li, Ming Wang, Jin Li, Jinmiao Fu, Xin Shen, Jingbo Shang, Julian McAuley
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
The Information Pathways Hypothesis: Transformers are Dynamic Self-Ensembles
Md Shamim Hussain, Mohammed J. Zaki, Dharmashankar Subramanian
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Theoretical Convergence Guaranteed Resource-Adaptive Federated Learning with Mixed Heterogeneity
Yangyang Wang, Xiao Zhang, Mingyi Li, Tian Lan, Huashan Chen, Hui Xiong, Xiuzhen Cheng, Dongxiao Yu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
To Aggregate or Not? Learning with Separate Noisy Labels
Jiaheng Wei, Zhaowei Zhu, Tianyi Luo, Ehsan Amid, Abhishek Kumar, Yang Liu
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Towards Fair Disentangled Online Learning for Changing Environments
Chen Zhao, Feng Mi, Xintao Wu, Kai Jiang, Latifur Khan, Christan Grant, Feng Chen
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Towards Graph-level Anomaly Detection via Deep Evolutionary Mapping
Xiaoxiao Ma, Jia Wu, Jian Yang, Quan Z. Sheng
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Towards Reliable Rare Category Analysis on Graphs via Individual Calibration
Longfeng Wu, Bowen Lei, Dongkuan Xu, Dawei Zhou
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Towards Understanding and Enhancing Robustness of Deep Learning Models against Malicious Unlearning Attacks
Wei Qian, Chenxu Zhao, Wei Le, Meiyi Ma, Mengdi Huai
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Towards Variance Reduction for Reinforcement Learning of Industrial Decision-making Tasks: A Bi-Critic based Demand-Constraint Decoupling Approach
Jianyong Yuan, Jiayi Zhang, Zinuo Cai, Junchi Yan
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Transferable Graph Structure Learning for Graph-based Traffic Forecasting Across Cities
Yilun Jin, Kai Chen, Qiang Yang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer
Qiang Wu, Mingyuan Li, Jun Shen, Linyuan Lü, Bo Du, Ke Zhang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Treatment Effect Estimation with Adjustment Feature Selection
Haotian Wang, Kun Kuang, Haoang Chi, Longqi Yang, Mingyang Geng, Wanrong Huang, Wenjing Yang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
UCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation
Jiacheng Li, Zhankui He, Jingbo Shang, Julian McAuley
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Unbiased Delayed Feedback Label Correction for Conversion Rate Prediction
Yifan Wang, Peijie Sun, Min Zhang, Qinglin Jia, Jingjie Li, Shaoping Ma
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
Unbiased Locally Private Estimator for Polynomials of Laplacian Variables
Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya
Web, Data Mining & Information Retrieval
日本大学: 東京大学
2023 · KDD
Urban Region Representation Learning with OpenStreetMap Building Footprints
Yi Li, Weiming Huang, Gao Cong, Hao Wang, Zheng Wang
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）
2023 · KDD
User-Regulation Deconfounded Conversational Recommender System with Bandit Feedback
Yu Xia, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Shuai Li
Web, Data Mining & Information Retrieval
日本大学: 関与なし（対象大学）