CIKM 2024: all accepted papers
- An Explainable Multi-atlas Fusion Model based on Spatial Overlap for ASD Diagnosis ↗Yuefeng Ma, Xiaochen Mu, Tengfei Zhang
- AnnoRank: A Comprehensive Web-Based Framework for Collecting Annotations and Assessing Rankings ↗Clara Rus, Gabrielle Poerwawinata, Andrew Yates et al.
- Attentional Neural Integral Equation for Temporal Knowledge Graph Forecasting ↗Likang Xiao, Zijie Chen, Richong Zhang et al.
- BART-based Hierarchical Attentional Network for Sentence Ordering ↗Yiping Yang, Baiyun Cui, Yingming Li
- Beyond Aggregation: Efficient Federated Model Consolidation with Heterogeneity-Adaptive Weights Diffusion ↗Jiaqi Li, Xiaoyang Qu, Wenbo Ding et al.
- BioMAISx: A Corpus for Aspect-Based Sentiment Analysis of Media Representations of Agricultural Biotechnologies in Africa ↗Patricia Chiril, Trevor Spreadbury, Joeva Sean Rock et al.
- Boosting Certificate Robustness for Time Series Classification with Efficient Self-Ensemble ↗Chang George Dong, Zhixin Li, Liangwei Nathan Zheng et al.
- Breaking the Bottleneck on Graphs with Structured State Spaces ↗Yunchong Song, Siyuan Huang, Jiazhen Cai et al.
- Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking ↗Songhao Wu, Quan Tu, Mingjie Zhong et al.
- CYCLE: Cross-Year Contrastive Learning in Entity-Linking ↗Pengyu Zhang, Congfeng Cao, Klim Zaporojets et al.
- Collaborative Scope: Encountering the Substitution Effect within the Delivery Scope in Online Food Delivery Platform ↗Yida Zhu, L.-H. Chen, Chen Zheng et al.
- Compressed Models are NOT Miniature Versions of Large Models ↗Rohit Raj, Rishant Pal, Amit C. Awekar
- Correcting Biases of Shapley Value Attributions for Informative Machine Learning Model Explanations ↗Ningsheng Zhao, Jia Yuan Yu, Trang Bui et al.
- CourtsightTV: An Interactive Visualization Software for Labeling Key Basketball Moments ↗Alexander Russakoff, Kenny Miller, Vahid Mahzoon et al.
- Cross-contextual Sequential Optimization via Deep Reinforcement Learning for Algorithmic Trading ↗Kaiming Pan, Yifan Hu, Li Han et al.
- DIIT: A Domain-Invariant Information Transfer Method for Industrial Cross-Domain Recommendation ↗Heyuan Huang, Xingyu Lou, Chaochao Chen et al.
- Deep Uncertainty-Based Explore for Index Construction and Retrieval in Recommendation System ↗Xin Jiang, Kaiqiang Wang, Yinlong Wang et al.
- DetCat: Detecting Categorical Outliers in Relational Datasets ↗Arthur Zylinski, Abdulhakim A. Qahtan
- DiaKoP: Dialogue-based Knowledge-oriented Programming for Neural-symbolic Knowledge Base Question Answering ↗Zhicheng Lee, Zhidian Huang, Zijun Yao et al.
- DirDense: A Tool for Mining Dense Subgraphs from a Big Directed Graph ↗Jalal Majed Khalil, Akhlaque Ahmad, Da Yan et al.
- Distributed Boosting: An Enhancing Method on Dataset Distillation ↗Xuechao Chen, Wenchao Meng, Peiran Wang et al.
- DivNet: Diversity-Aware Self-Correcting Sequential Recommendation Networks ↗Shuai Xiao, Zaifan Jiang
- ECRT: Flexible Sequence Enhancement Framework for Cross-Domain Information Reuse in Recommendation ↗Weijin Zhao, Zi-Yuan Wu, Yatao Yang et al.
- EFfECT-RL: Enabling Framework for Establishing Causality and Triggering engagement through RL ↗Debanjan Sadhukhan, Deepanshi Seth, Sanjay Agrawal et al.
- Effective Utilization of Large-scale Unobserved Data in Recommendation Systems ↗Feng Zhang, Yulin Xu, Hongjie Chen et al.
- Efficient Global Message Passing for Heterophilous Graphs ↗Yanfei Dong, Mohammed Haroon Dupty, Lambert Deng et al.
- Empowering LLMs for Multi-Page Layout Generation via Consistency-Oriented In-Context Learning ↗Mengyao Chen, Xinghua Zhang, Junhao Zhang et al.
- Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning ↗Dong-hyuk Seo, Jiwon Son, Namhyuk Kim et al.
- Enhancing Playback Performance in Video Recommender Systems with an On-Device Gating and Ranking Framework ↗Yunfei Yang, Zhenghao Qi, Honghuan Wu et al.
- Enhancing Temporal and Geographical Named Entity Recognition in Chinese Ancient Texts with External Time-series Knowledge Bases ↗Xiaotong Wang, Xuanning Liu, Shuai Zhong et al.
- Enhancing the Completeness of Rationales for Multi-Step Question Answering ↗Shangzi Xue, Zhenya Huang, Xin Lin et al.
- Evaluating Social Media Reach via Mainstream Media Discourse ↗Himarsha R. Jayanetti
- Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity ↗Hyunsoo Chung, Jungtaek Kim, Hyungeun Jo et al.
- Extended Japanese Commonsense Morality Dataset with Masked Token and Label Enhancement ↗Takumi Ohashi, Tsubasa Nakagawa, Hitoshi Iyatomi
- FABLE: Approximate Butterfly Counting in Bipartite Graph Stream with Duplicate Edges ↗G. X. Sun, Yuhai Zhao, Yuan Li
- FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning ↗Zhijun Dong, Likang Wu, Kai Zhang et al.
- Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix ↗Xiao Jun Tan, Zhaoyang Wang, Hao Qian et al.
- Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing ↗Han Xie, Li Xiong, Carl Yang
- Flexi-clique: Exploring Flexible and Sub-linear Clique Structures ↗Song Lim Kim, Junghoon Kim, Susik Yoon et al.
- Fragment Allocations for Partially Replicated Databases Considering Data Modifications and Changing Workloads ↗Stefan Halfpap, Rainer Schlößer
- GARF: A Self-supervised Data Cleaning System with SeqGAN ↗Jinfeng Peng, Hanghai Cui, Derong Shen et al.
- GameTrail: Probabilistic Lifecycle Process Model for Deep Game Understanding ↗Shanyang Jiang, Lan Zhang, Hui Xu et al.
- Identifying Contemporaneous and Lagged Dependence Structures by Promoting Sparsity in Continuous-time Neural Networks ↗Fan Wu, Woojin Cho, David Korotky et al.
- Improving German News Clustering with Contrastive Learning ↗Piriyakorn Piriyatamwong, Saikishore Kalloori, Fabio Zünd
- Inferring Visualization Intent from Conversation ↗Haotian Li, Nithin Chalapathi, Huamin Qu et al.
- InfoMLP: Unlocking the Potential of MLPs for Semi-Supervised Learning with Structured Data ↗Hengrui Zhang, Qitian Wu, Chenxiao Yang et al.
- KMCT:k-Means Clustering of Trajectories Efficiently in Location-Based Services ↗Yuanjun Liu, Guanfeng Liu, Qingzhi Ma et al.
- Knowledge-enhanced Dynamic Modeling framework for Multi-Behavior Recommendation ↗Xiujuan Li, Nan Wang, Jin Zeng et al.
- L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection ↗Ziqin Zhu, Xutan Peng, Qian Li et al.
- LINKin-PARK: Land Valuation Information and Knowledge in Predictive Analysis and Reporting Kit via Dual Attention-DCCNN ↗Teng-Yuan Tsou, Shih-Yu Lai, H.W. Chen et al.
- LLM-PQA: LLM-enhanced Prediction Query Answering ↗Ziyu Li, Wenjie Zhao, Asterios Katsifodimos et al.
- Learning Cross-modal Knowledge Reasoning and Heuristic-prompt for Visual-language Navigation ↗Dongming Zhou, Zhengbin Pang, Wei Li
- Learning to Differentiate Pairwise-Argument Representations for Implicit Discourse Relation Recognition ↗Zhipang Wang, Yu Hong, Yuxiang Lu et al.
- Moving Region Representations on the Spread of a Forest Fire ↗Havilla Cristina Costa da Silva, Tiago Ribeiro, Rogério Luís de C. Costa et al.
- Multi-DSI: Non-deterministic Identifier and Concept Alignment for Differentiable Search Index ↗Y. F. Liu, Jyun‐Yu Jiang, Pu‐Jen Cheng
- Multi-Graph Explorer: A Framework for Advanced Multi-Graph Analysis and Method Development ↗Yorgos Tsitsikas, Evangelos E. Papalexakis
- Music2P: A Multi-Modal AI-Driven Tool for Simplifying Album Cover Design ↗Joong Ho Choi, Geonyeong Choi, Ji Eun Han et al.
- NC 2 D: Novel Class Discovery for Node Classification ↗Yue Hou, X. R. Chen, He Zhu et al.
- Navigating the Landscape of Reproducible Research: A Predictive Modeling Approach ↗Akhil Pandey Akella, Sagnik Ray Choudhury, David Koop et al.
- Nonparametric Estimation of Non-Smooth Divergences ↗Md Monir Hossain, Alan A. Wisler, Kevin R. Moon
- On the Fly Detection of Root Causes from Observed Data with Application to IT Systems ↗Lei Zan, Karim ASSAAD, Émilie Devijver et al.
- Over-penalization for Extra Information in Neural IR Models ↗Kota Usuha, Makoto P. Kato, Sumio Fujita
- P-Rank+: A Scalable Efficient P-Rank Search Algorithm ↗Maoyin Zhang, Weiren Yu
- Planes, Trains and Automobiles: Leverage Multimodal In-Mission Signals for Shopping Journeys ↗Viet Ha−Thuc, Shasha Li, Arnau Ramisa A et al.
- Precision Meets Resilience: Cross-Database Generalization with Uncertainty Quantification for Robust Cost Estimation ↗Shuhuan Fan, Mengshu Hou, Rui Xi et al.
- Quantifying Uncertainty in Neural Networks through Residuals ↗Dalavai Udbhav Mallanna, Rini Smita Thakur, Rajeev Ranjan Dwivedi et al.
- REDI: Recurrent Diffusion Model for Probabilistic Time Series Forecasting ↗Shiyang Zhou, Zehao Gu, Yun Xiong et al.
- RL-ISLAP: A Reinforcement Learning Framework for Industrial-Scale Linear Assignment Problems at Alipay ↗Hanjie Li, Yue Ning, Yang Bao et al.
- RevEx: An Online Consumer Reviews Extraction Tool ↗Julián Alarte, Carlos Galindo, Carlos Martín et al.
- Revisit Orthogonality in Graph-Regularized MLPs ↗Hengrui Zhang, Shen Wang, Vassilis N. Ioannidis et al.
- Robust Heterophily Graph Learning via Uniformity Augmentation ↗Xusheng Yang, Zhengyu Chen, Yuexian Zou
- SGES: A General and Space-efficient Framework for Graphlet Counting in Graph Streams ↗Chen Yang, Lailong Luo, Yuliang Lu et al.
- SOUP: A Unified Shopping Query Suggestion Framework to Optimize Language Model with User Preference ↗Xv Meng, Zhaohui Luo, Xinxin Wang et al.
- ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory ↗Biao Yang, Yun Xiong, Xi Chen et al.
- STAR: Sparse Text Approach for Recommendation ↗Anna Tigunova, Ghazaleh Haratinezhad Torbati, Andrew Yates et al.
- STaR: Space and Time-aware Statistic Query Answering ↗Oana Balalau, Simon Ebel, Héléna Galhardas et al.
- Scalable Unsupervised Feature Selection with Reconstruction Error Guarantees via QMR Decomposition ↗Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragić
- Scaling Vison-Language Foundation Model to 12 Billion Parameters in Baidu Dynamic Image Advertising ↗Xinyu Zhao, Kang Zhao, Zhipeng Jin et al.
- Sequential Optimum Test with Multi-armed Bandits for Online Experimentation ↗Fang Kong, Penglei Zhao, Shichao Han et al.
- The 8th Workshop on Graph Techniques for Adversarial Activity Analytics (GTA 3 2024) ↗Jiejun Xu, Hanghang Tong, Andrea Louise Bertozzi
- Towards Efficient Temporal Graph Learning: Algorithms, Frameworks, and Tools ↗Ruijie Wang, Wanyu Zhao, Dachun Sun et al.
- Towards Online and Safe Configuration Tuning with Semi-supervised Anomaly Detection ↗Huayu Chen, Xu Chen, Zibo Liang et al.
- Transformer for Point Anomaly Detection ↗Harim Kim, Chang Ha Lee, Charmgil Hong
- Unified Argument Retrieval System from German News Articles Using Large Language Models ↗Piriyakorn Piriyatamwong, Saikishore Kalloori, Fabio Zünd
- VIER: Visual Imagination Enhanced Retrieval in Sponsored Search ↗Yadong Zhang, Yuqing Song, Siyu Lu et al.
- Voting with Generative AI for German Compound Splitting in E-commerce Search ↗Ümit Yilmaz, Kilian Merkelbach, Daniel Stein et al.
- myCADI: my Contextual Anomaly Detection using Isolation ↗Véronne Yepmo, Grégory Smits
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