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Viewing Publication 1 - 100 from 9010

2023

How Discriminative Are Your Qrels? How To Study the Statistical Significance of Document Adjudication MethodsDavid Otero 0001, Javier Parapar, Nicola Ferro 0001. CIKM 2023: 1960-1970 [doi]

Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message PropagationShuang Wang 0005, Bahaeddin Eravci, Rustam Guliyev, Hakan Ferhatosmanoglu. CIKM 2023: 2626-2636 [doi]

Toward a Better Understanding of Loss Functions for Collaborative FilteringSeongmin Park 0007, Mincheol Yoon, Jae Woong Lee, Hogun Park, Jongwuk Lee. CIKM 2023: 2034-2043 [doi]

Proceedings of the Workshop on Deep Learning for Search and Recommendation (DL4SR 2022) co-located with the 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), Atlanta, Georgia, USA, October 17-21, 2022Wei Liu 0007, Linsey Pang, editors, Volume 3317 of CEUR Workshop Proceedings, CEUR-WS.org, 2023. [doi]

Towards Effective Modeling and Exploitation of Search and User Context in Conversational Information RetrievalPraveen Acharya. CIKM 2023: 5161-5164 [doi]

Nowcast-to-Forecast: Token-Based Multiple Remote Sensing Data Fusion for Precipitation ForecastSojung An. CIKM 2023: 4495-4501 [doi]

Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge GraphsMedina Andresel, Trung-Kien Tran, Csaba Domokos, Pasquale Minervini, Daria Stepanova 0001. CIKM 2023: 15-24 [doi]

Noisy Perturbations for Estimating Query Difficulty in Dense RetrieversNegar Arabzadeh, Radin Hamidi Rad, Maryam Khodabakhsh, Ebrahim Bagheri. CIKM 2023: 3722-3727 [doi]

MODIMO: Workshop on Multi-Omics Data Integration for Modelling Biological SystemsSimone Avesani, Vincenzo Bonnici, Simone Pernice, Marco Beccuti, Rosalba Giugno. CIKM 2023: 5259-5262 [doi]

Comparative Analysis of Open Source and Commercial Embedding Models for Question AnsweringGeorgios Balikas. CIKM 2023: 5232-5233 [doi]

Data and Decision Fusion with Uncertainty Quantification for ML-based Healthcare Decision SystemsGrigor Bezirganyan. CIKM 2023: 5169-5172 [doi]

RT2S: A Framework for Learning with Noisy LabelsIndranil Bhattacharya, Ze Ye, Kaushik Pavani, Sunny Dasgupta. CIKM 2023: 5234-5235 [doi]

Enabling Health Data Sharing with Fine-Grained PrivacyLuca Bonomi, Sepand Gousheh, Liyue Fan. CIKM 2023: 131-141 [doi]

Linkage Attack on Skeleton-based Motion VisualizationThomas Carr, Aidong Lu, Depeng Xu. CIKM 2023: 3758-3762 [doi]

MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social MediaGullal S. Cheema, Sherzod Hakimov, Marc A. Kastner 0001, Noa Garcia. CIKM 2023: 5263-5266 [doi]

Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive LearningXuxin Cheng, Wanshi Xu, Zhihong Zhu, Hongxiang Li, Yuexian Zou. CIKM 2023: 326-336 [doi]

DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive LearningXuxin Cheng, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou. CIKM 2023: 337-347 [doi]

Patient Clustering via Integrated Profiling of Clinical and Digital DataDongjin Choi, Andy Xiang, Ozgur Ozturk, Deep Shrestha, Barry L. Drake, Hamid Haidarian, Faizan Javed, Haesun Park. CIKM 2023: 3818-3822 [doi]

Incorporating Co-purchase Correlation for Next-basket RecommendationYu Hao Chou, Pu-Jen Cheng. CIKM 2023: 3823-3827 [doi]

Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare ApplicationsAkash Choudhuri, Hankyu Jang, Alberto M. Segre, Philip M. Polgreen, Kishlay Jha, Bijaya Adhikari. CIKM 2023: 4538-4544 [doi]

Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate ExplainersMatthew Clifford, Jonathan Erskine, Alexander Hepburn, Peter A. Flach, Raúl Santos-Rodríguez. CIKM 2023: 3833-3837 [doi]

Efficient Variant Calling on Human Genome Sequences Using a GPU-Enabled Commodity ClusterManas Jyoti Das, Khawar Shehzad, Praveen Rao 0001. CIKM 2023: 3843-3848 [doi]

NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic NetworksVictor David, Raphaël Fournier-S'niehotta, Nicolas Travers. CIKM 2023: 400-409 [doi]

Type Theory as a Unifying Paradigm for Modern DatabasesChristoph Dorn, Haikal Pribadi. CIKM 2023: 5238-5239 [doi]

Content-Based Email Classification at ScaleKirstin Early, Neil O'Hare, Christopher C. LuVogt. CIKM 2023: 4559-4566 [doi]

Comparing Fine-Tuned Transformers and Large Language Models for Sales Call Classification: A Case StudyRoy Eisenstadt, Abedelkader Asi, Royi Ronen. CIKM 2023: 5240-5241 [doi]

The µ-RA System for Recursive Path Queries over GraphsAmela Fejza, Pierre Genevès, Nabil Layaïda, Sarah Chlyah. CIKM 2023: 5041-5045 [doi]

Investigating Natural and Artificial Dynamics in Graph Data Mining and Machine LearningDongqi Fu. CIKM 2023: 5173-5176 [doi]

Learning To Rank Diversely At AirbnbMalay Haldar, Mustafa Abdool, Liwei He, Dillon Davis, Huiji Gao, Sanjeev Katariya. CIKM 2023: 4609-4615 [doi]

SEDAR: A Semantic Data Reservoir for Heterogeneous DatasetsSayed Hoseini, Ahmed Ali, Haron Shaker, Christoph Quix. CIKM 2023: 5056-5060 [doi]

EFFECTS: Explorable and Explainable Feature Extraction Framework for Multivariate Time-Series ClassificationIdo Ikar, Amit Somech. CIKM 2023: 5061-5065 [doi]

Forgetting-aware Linear Bias for Attentive Knowledge TracingYoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee. CIKM 2023: 3958-3962 [doi]

Stochastic Subgraph Neighborhood Pooling for Subgraph ClassificationShweta Ann Jacob, Paul Louis, Amirali Salehi-Abari. CIKM 2023: 3963-3967 [doi]

Lightweight Adaptation of Neural Language Models via Subspace EmbeddingAmit Kumar Jaiswal, Haiming Liu 0002. CIKM 2023: 3968-3972 [doi]

A Momentum Loss Reweighting Method for Improving RecallChenzhi Jiang, Yin Jin, Ningtao Wang, Ruofan Wu, Xing Fu, Weiqiang Wang. CIKM 2023: 997-1003 [doi]

Hierarchical Multi-Label Classification with Partial Labels and Unknown HierarchySuhyeon Jo, Donghyeok Shin, Byeonghu Na, JoonHo Jang, Il-Chul Moon. CIKM 2023: 1025-1034 [doi]

CFOM: Lead Optimization For Drug Discovery With Limited DataNatan Kaminsky, Uriel Singer, Kira Radinsky. CIKM 2023: 1056-1066 [doi]

Test-Time Embedding Normalization for Popularity Bias MitigationDain Kim, Jinhyeok Park, Dongwoo Kim. CIKM 2023: 4023-4027 [doi]

Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start RecommendationMinchang Kim, Yongjin Yang, Jung Hyun Ryu, Taesup Kim. CIKM 2023: 1077-1086 [doi]

LARCH: Large Language Model-based Automatic Readme Creation with HeuristicsYuta Koreeda, Terufumi Morishita, Osamu Imaichi, Yasuhiro Sogawa. CIKM 2023: 5066-5070 [doi]

Generating Product Insights from Community Q&ALital Kuchy, Ran Levy, Avihai Mejer, Noam Segev, Shunit Agmon, Miriam Farber. CIKM 2023: 4660-4666 [doi]

Practical Lessons Learned From Detecting, Preventing and Mitigating Harmful Experiences on FacebookPrathyusha Senthil Kumar. CIKM 2023: 5251-5252 [doi]

Prompting Strategies for Citation ClassificationSuchetha N. Kunnath, David Pride, Petr Knoth. CIKM 2023: 1127-1137 [doi]

CRUISE-Screening: Living Literature Reviews ToolboxWojciech Kusa, Petr Knoth, Allan Hanbury. CIKM 2023: 5071-5075 [doi]

The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable GoodsThu Le, Alex Deng. CIKM 2023: 4681-4687 [doi]

PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation LearningEric Wonhee Lee, Joyce C. Ho. CIKM 2023: 5331-5335 [doi]

CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question AnsweringYanzeng Li, Sen Hu, Wenjuan Han, Lei Zou 0001. CIKM 2023: 4069-4073 [doi]

Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link PredictionDongyuan Li, Shiyin Tan, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. CIKM 2023: 4059-4063 [doi]

On the Thresholding Strategy for Infrequent Labels in Multi-label ClassificationYu-Jen Lin, Chih-Jen Lin. CIKM 2023: 1441-1450 [doi]

UniTE: A Unified Treatment Effect Estimation Method for One-sided and Two-sided MarketingRunshi Liu, Zhipeng Hou. CIKM 2023: 1472-1481 [doi]

FairGraph: Automated Graph Debiasing with Gradient MatchingYezi Liu. CIKM 2023: 4135-4139 [doi]

Selecting Walk Schemes for Database EmbeddingYuval Lev Lubarsky, Jan Tönshoff, Martin Grohe, Benny Kimelfeld. CIKM 2023: 1677-1686 [doi]

Context-Aware Prompt for Generation-based Event Argument Extraction with Diffusion ModelsLei Luo, Yajing Xu. CIKM 2023: 1717-1725 [doi]

Generating News-Centric Crossword Puzzles As A Constraint Satisfaction and Optimization ProblemKaito Majima, Shotaro Ishihara. CIKM 2023: 4170-4174 [doi]

The 3rd International Workshop on Mining and Learning in the Legal DomainMasoud Makrehchi, Dell Zhang, Alina Petrova, John Armour. CIKM 2023: 5277-5280 [doi]

Metapath-Guided Data-Augmentation For Knowledge GraphsSaurav Manchanda. CIKM 2023: 4175-4179 [doi]

Learning Visibility Attention Graph Representation for Time Series ForecastingShengzhong Mao, Xiao-Jun Zeng. CIKM 2023: 4180-4184 [doi]

On the Reliability of User Feedback for Evaluating the Quality of Conversational AgentsJordan Massiah, Emine Yilmaz, Yunlong Jiao, Gabriella Kazai. CIKM 2023: 4185-4189 [doi]

A Robust Backward Compatibility Metric for Model RetrainingRyuta Matsuno, Keita Sakuma. CIKM 2023: 4190-4194 [doi]

A Graph Neural Network Model for Concept Prerequisite Relation ExtractionDebjani Mazumder, Jiaul H. Paik, Anupam Basu. CIKM 2023: 1787-1796 [doi]

Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node ClassificationArpit Merchant, Carlos Castillo. CIKM 2023: 1818-1827 [doi]

Astrolabe: Visual Graph Database Queries with Tabular OutputMichael Miller. CIKM 2023: 5248 [doi]

Uplift Modeling: From Causal Inference to PersonalizationFelipe Moraes, Hugo Manuel Proença, Anastasiia Kornilova, Javier Albert, Dmitri Goldenberg. CIKM 2023: 5212-5215 [doi]

Non-Uniform Adversarial Perturbations for Discrete Tabular DatasetsJay Nandy, Jatin Chauhan, Rishi Saket, Aravindan Raghuveer. CIKM 2023: 1887-1896 [doi]

RePair: An Extensible Toolkit to Generate Large-Scale Datasets for Query Refinement via TransformersYogeswar Lakshmi Narayanan, Hossein Fani. CIKM 2023: 5376-5380 [doi]

Differential Privacy in HyperNetworks for Personalized Federated LearningVaisnavi Nemala, Phung Lai, NhatHai Phan. CIKM 2023: 4224-4228 [doi]

Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network ModelsPreben M. Ness, Dusica Marijan, Sunanda Bose. CIKM 2023: 1907-1916 [doi]

Dual-Oriented Contrast for Recommendation with A Stop-Gradient OperationByungkook Oh, Yul Kim, Bumky Min. CIKM 2023: 1939-1948 [doi]

gFOV: A Full-Stack SPARQL Query Optimizer & Plan VisualizerYue Pang, Linglin Yang, Lei Zou 0001, M. Tamer Özsu. CIKM 2023: 5081-5085 [doi]

Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT BenchmarkHung Phan, Ali Jannesari. CIKM 2023: 2055-2064 [doi]

Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open ChallengesErasmo Purificato, Ludovico Boratto, Ernesto William De Luca. CIKM 2023: 5216-5219 [doi]

A Neuro-symbolic Approach to Enhance Interpretability of Graph Neural Network through the Integration of External KnowledgeKislay Raj. CIKM 2023: 5177-5180 [doi]

Seq-HyGAN: Sequence Classification via Hypergraph Attention NetworkKhaled Mohammed Saifuddin, Corey May, Farhan Tanvir, Muhammad Ifte Khairul Islam, Esra Akbas. CIKM 2023: 2167-2177 [doi]

Quantitative Decomposition of Prediction Errors Revealing Multi-Cause Impacts: An Insightful Framework for MLOpsKeita Sakuma, Ryuta Matsuno, Yoshio Kameda. CIKM 2023: 4259-4263 [doi]

Neural Disentanglement of Query Difficulty and SemanticsSara Salamat, Negar Arabzadeh, Shirin Seyedsalehi, Amin Bigdeli, Morteza ZiHayat, Ebrahim Bagheri. CIKM 2023: 4264-4268 [doi]

Vigil: Effective End-to-end Monitoring for Large-scale Recommender Systems at GlancePriyansh Saxena, Manisha R. CIKM 2023: 5249-5250 [doi]

Generative AI and the Future of Information AccessChirag Shah. CIKM 2023: 3 [doi]

PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation LearningMinghui Shan, Yixiao Ma, Shulan Ruan, Zhi Cao, Shiwei Tong, Qi Liu 0002, Yu Su 0002, Shijin Wang 0001. CIKM 2023: 2178-2187 [doi]

OnlineAutoClust: A Framework for Online Automated ClusteringRadwa El Shawi, Dmitri Rozgonjuk. CIKM 2023: 3870-3874 [doi]

Learning to Simulate Complex Physical Systems: A Case StudyJiasheng Shi, Fu Lin, Weixiong Rao. CIKM 2023: 4284-4288 [doi]

Intersectional Bias Mitigation in Pre-trained Language Models: A Quantum-Inspired ApproachOmid Shokrollahi. CIKM 2023: 5181-5184 [doi]

Combating Ad Fatigue via Frequency-Recency Features in Online Advertising SystemsNatalia Silberstein, Or Shoham, Assaf Klein. CIKM 2023: 4822-4828 [doi]

EmFore: Online Learning of Email Folder Classification RulesMukul Singh, José Cambronero, Sumit Gulwani, Vu Le 0002, Gust Verbruggen. CIKM 2023: 2280-2290 [doi]

The Role of Unattributed Behavior Logs in Predictive User SegmentationAtanu R. Sinha, Harshita Chopra, Aurghya Maiti, Atishay Ganesh, Sarthak Kapoor, Saili Myana, Saurabh Mahapatra. CIKM 2023: 2301-2310 [doi]

Findability: A Novel Measure of Information AccessibilityAman Sinha, Priyanshu Raj Mall, Dwaipayan Roy. CIKM 2023: 4289-4293 [doi]

EAGLE: Enhance Target-Oriented Dialogs by Global Planning and Topic Flow IntegrationZee Hen Tang, Mi-Yen Yeh. CIKM 2023: 2402-2411 [doi]

Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23)Shahroz Tariq, Daewon Chung, Simon Woo, Youjin Shin. CIKM 2023: 5294-5295 [doi]

Generating Optimized Molecules without Patent InfringementSally Turutov, Kira Radinsky. CIKM 2023: 4850-4856 [doi]

Cluster-Explorer: An interactive Framework for Explaining Black-Box Clustering ResultsSariel Tutay, Amit Somech. CIKM 2023: 5106-5110 [doi]

Explaining Learning to Rank Methods to Improve ThemAlberto Veneri. CIKM 2023: 5185-5188 [doi]

Continuous Personalized Knowledge Tracing: Modeling Long-Term Learning in Online EnvironmentsChunpai Wang, Shaghayegh Sahebi. CIKM 2023: 2616-2625 [doi]

Enhancing Badminton Player Performance via a Closed-Loop AI Approach: Imitation, Simulation, Optimization, and ExecutionKuang-Da Wang. CIKM 2023: 5189-5192 [doi]

Exploiting Homeostatic Synaptic Modulation in Spiking Neural Networks for Semi-Supervised Graph LearningMingkun Xu. CIKM 2023: 5193-5195 [doi]

LAMM: Language Aware Active Learning for Multilingual ModelsZe Ye, Dantong Liu, Kaushik Pavani, Sunny Dasgupta. CIKM 2023: 5255-5256 [doi]

iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation ModelsYakun Yu, Shi-ang Qi, Jiuding Yang, Liyao Jiang, Di Niu. CIKM 2023: 3030-3039 [doi]

Search Result Diversification Using Query Aspects as BottlenecksPuxuan Yu, Razieh Rahimi, Zhiqi Huang, James Allan. CIKM 2023: 3040-3051 [doi]

Unleashing the Power of Large Language Models for Legal ApplicationsDell Zhang, Alina Petrova, Dietrich Trautmann, Frank Schilder. CIKM 2023: 5257-5258 [doi]

Knowledge-enhanced Artificial Intelligence in Drug Discovery (KAIDD)Qingpeng Zhang, Jiannan Yang. CIKM 2023: 5308-5310 [doi]

Communication-Efficient Decentralized Online Continuous DR-Submodular MaximizationQixin Zhang, Zengde Deng, Xiangru Jian, Zaiyi Chen, Haoyuan Hu, Yu Yang 0001. CIKM 2023: 3330-3339 [doi]

GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series ForecastingYanjun Zhao, Ziqing Ma, Tian Zhou, Mengni Ye, Liang Sun 0001, Yi Qian. CIKM 2023: 3464-3473 [doi]

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2023

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