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32nd CIKM 2023: Birmingham, UK
- Ingo Frommholz, Frank Hopfgartner, Mark Lee, Michael Oakes, Mounia Lalmas, Min Zhang, Rodrygo L. T. Santos:
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023. ACM 2023
Keynote Talks
- Yulan He
:
Interpretable Natural Language Understanding. 1-2 - Chirag Shah
Generative AI and the Future of Information Access. 3 - Steffen Staab
Knowledge Graphs for Knowing More and Knowing for Sure. 4
Full Papers
- Ayan Acharya
Optimizing for Member Value in an Edge Building Marketplace. 5-14 - Medina Andresel
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs. 15-24 - Arian Askari
CLosER: Conversational Legal Longformer with Expertise-Aware Passage Response Ranker for Long Contexts. 25-35 - Jiaqi Bai
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking. 36-46 - Xigang Bao
MPMRC-MNER: A Unified MRC framework for Multimodal Named Entity Recognition based Multimodal Prompt. 47-56 - Oren Barkan
Deep Integrated Explanations. 57-67 - Moran Beladev
GraphERT- Transformers-based Temporal Dynamic Graph Embedding. 68-77 - Vedangi Bengali
Faster Approximation Algorithms for Parameterized Graph Clustering and Edge Labeling. 78-87 - Lorenzo Betti
Relevance-based Infilling for Natural Language Counterfactuals. 88-98 - Wendong Bi
Bridged-GNN: Knowledge Bridge Learning for Effective Knowledge Transfer. 99-109 - Shuqing Bian
Multi-modal Mixture of Experts Represetation Learning for Sequential Recommendation. 110-119 - Qingtian Bian
CPMR: Context-Aware Incremental Sequential Recommendation with Pseudo-Multi-Task Learning. 120-130 - Luca Bonomi
Enabling Health Data Sharing with Fine-Grained Privacy. 131-141 - Zeyd Boukhers
Beyond Trading Data: The Hidden Influence of Public Awareness and Interest on Cryptocurrency Volatility. 142-151 - Kathleen Cachel
Fair&Share: Fast and Fair Multi-Criteria Selections. 152-162 - Ruichu Cai
Generalization Bound for Estimating Causal Effects from Observational Network Data. 163-172 - Xuheng Cai
How Expressive are Graph Neural Networks in Recommendation? 173-182 - Yinqiong Cai
L2R: Lifelong Learning for First-stage Retrieval with Backward-Compatible Representations. 183-192 - Zekun Cai
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation. 193-202 - Guoxin Chen
Causality and Independence Enhancement for Biased Node Classification. 203-212 - Lu Chen
Inducing Causal Structure for Abstractive Text Summarization. 213-223 - Jie Chen
Region Profile Enhanced Urban Spatio-Temporal Prediction via Adaptive Meta-Learning. 224-233 - Liyue Chen
Knowledge-inspired Subdomain Adaptation for Cross-Domain Knowledge Transfer. 234-244 - Yuyan Chen
Hallucination Detection: Robustly Discerning Reliable Answers in Large Language Models. 245-255 - Jushuo Chen
Learning Pair-Centric Representation for Link Sign Prediction with Subgraph. 256-265 - Shengyu Chen
Meta-Transfer-Learning for Time Series Data with Extreme Events: An Application to Water Temperature Prediction. 266-275 - Yuyan Chen
Hadamard Adapter: An Extreme Parameter-Efficient Adapter Tuning Method for Pre-trained Language Models. 276-285 - Chen Chen
Incorporating Constituent Syntax into Grammatical Error Correction with Multi-Task Learning. 286-295 - Wei Chen
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition. 296-305 - Jiangui Chen
Continual Learning for Generative Retrieval over Dynamic Corpora. 306-315 - Jialei Chen
Deep Generative Imputation Model for Missing Not At Random Data. 316-325 - Xuxin Cheng
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. 326-336 - Xuxin Cheng
DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning. 337-347 - Jaeho Choi
PCT-CycleGAN: Paired Complementary Temporal Cycle-Consistent Adversarial Networks for Radar-Based Precipitation Nowcasting. 348-358 - Harshita Chopra
Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint. 359-368 - Federico Cinus
Rebalancing Social Feed to Minimize Polarization and Disagreement. 369-378 - Anthony M. Colas
Can Knowledge Graphs Simplify Text? 379-389 - Sunhao Dai
Dually Enhanced Delayed Feedback Modeling for Streaming Conversion Rate Prediction. 390-399 - Victor David
NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks. 400-409 - Yujia Ding
TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features. 410-419 - Pengfei Ding
Cross-heterogeneity Graph Few-shot Learning. 420-429 - Guanting Dong
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER. 430-440 - Qian Dong
I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval. 441-451 - Hang Dong
Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking. 452-462 - Zhongjie Duan
Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. 463-472 - Chenghua Duan
CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation. 473-482 - Ziwei Fan
Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training. 483-493 - Yongfu Fan
Batch-Mix Negative Sampling for Learning Recommendation Retrievers. 494-503 - Yujie Fan
Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. 504-513 - Shuai Fan
BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network. 514-523 - Yao Fu
Cognitive-inspired Graph Redundancy Networks for Multi-source Information Fusion. 524-534 - Yuan Fu
Cross-Scenario Maneuver Decision with Adaptive Perception for Autonomous Driving. 535-544 - Xinyi Gao, Wentao Zhang, Tong Chen
Semantic-aware Node Synthesis for Imbalanced Heterogeneous Information Networks. 545-555 - Vahid Ghafouri
AI in the Gray: Exploring Moderation Policies in Dialogic Large Language Models vs. Human Answers in Controversial Topics. 556-565 - Jhony H. Giraldo
On the Trade-off between Over-smoothing and Over-squashing in Deep Graph Neural Networks. 566-576 - Ming Gu
Homophily-enhanced Structure Learning for Graph Clustering. 577-586 - Yunchuan Guan
Hierarchical Meta-Learning with Hyper-Tasks for Few-Shot Learning. 587-596 - Quanlong Guan
KG4Ex: An Explainable Knowledge Graph-Based Approach for Exercise Recommendation. 597-607 - Zihan Guan
Attacking Neural Networks with Neural Networks: Towards Deep Synchronization for Backdoor Attacks. 608-618 - Hangzhi Guo
RoCourseNet: Robust Training of a Prediction Aware Recourse Model. 619-628 - Tong Guo
Query-dominant User Interest Network for Large-Scale Search Ranking. 629-638 - Aibo Guo
MGICL: Multi-Grained Interaction Contrastive Learning for Multimodal Named Entity Recognition. 639-648 - Sihan Guo
Targeted Shilling Attacks on GNN-based Recommender Systems. 649-658 - Hao Guo
Interpretable Fake News Detection with Graph Evidence. 659-668 - Zhimeng Guo
Towards Fair Graph Neural Networks via Graph Counterfactual. 669-678 - Rishabh Gupta
James ate 5 oranges = Steve bought 5 pencils: Structure-Aware Denoising for Paraphrasing Word Problems. 679-688 - Sumin Han
Enhancing Spatio-temporal Traffic Prediction through Urban Human Activity Analysis. 689-698 - Xiao Han
On Root Cause Localization and Anomaly Mitigation through Causal Inference. 699-708 - Xinrui He
Robust Basket Recommendation via Noise-tolerated Graph Contrastive Learning. 709-719 - Zhankui He
Large Language Models as Zero-Shot Conversational Recommenders. 720-730 - Zhiyu He
Understanding User Immersion in Online Short Video Interaction. 731-740 - Bowei He
Dynamic Embedding Size Search with Minimum Regret for Streaming Recommender System. 741-750 - Danula Hettiachchi
Designing and Evaluating Presentation Strategies for Fact-Checked Content. 751-761 - Maria Heuss
Predictive Uncertainty-based Bias Mitigation in Ranking. 762-772 - Yuting Hong
Search-Efficient Computerized Adaptive Testing. 773-782 - Muntasir Hoq
SANN: Programming Code Representation Using Attention Neural Network with Optimized Subtree Extraction. 783-792 - Zheng Hu
Celebrity-aware Graph Contrastive Learning Framework for Social Recommendation. 793-802 - Zhiwei Hu
HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion. 803-812 - Haozhe Hu
Enhanced Template-Free Reaction Prediction with Molecular Graphs and Sequence-based Data Augmentation. 813-822 - Qi Hu
Independent Distribution Regularization for Private Graph Embedding. 823-832 - Zhihui Hu
Liberate Pseudo Labels from Over-Dependence: Label Information Migration on Sparsely Labeled Graphs. 833-842 - Hengchang Hu
Adaptive Multi-Modalities Fusion in Sequential Recommendation Systems. 843-853 - Ping-Chia Huang
STAMINA (Spatial-Temporal Aligned Meteorological INformation Attention) and FPL (Focal Precip Loss): Advancements in Precipitation Nowcasting for Heavy Rainfall Events. 854-863 - Chengzhi Huang
Single-User Injection for Invisible Shilling Attack against Recommender Systems. 864-873 - Zixian Huang
Spans, Not Tokens: A Span-Centric Model for Multi-Span Reading Comprehension. 874-884 - Wenzhen Huang
Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands. 885-894 - Eun Woo Im
Deep Variational Bayesian Modeling of Haze Degradation Process. 895-904 - Myung-Hwan Jang
SAGE: A Storage-Based Approach for Scalable and Efficient Sparse Generalized Matrix-Matrix Multiplication. 923-933 - Lucas Jarnac
Relevant Entity Selection: Knowledge Graph Bootstrapping via Zero-Shot Analogical Pruning. 934-944 - Hao Jiang
Self-supervised Contrastive Enhancement with Symmetric Few-shot Learning Towers for Cold-start News Recommendation. 945-954 - Guanyu Jiang
PriSHAP: Prior-guided Shapley Value Explanations for Correlated Features. 955-964 - Junji Jiang
Knowledge-Aware Cross-Semantic Alignment for Domain-Level Zero-Shot Recommendation. 965-975 - Juyong Jiang
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation. 976-986 - Juyong Jiang
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting. 987-996 - Chenzhi Jiang
A Momentum Loss Reweighting Method for Improving Recall. 997-1003 - Jiarui Jin
Replace Scoring with Arrangement: A Contextual Set-to-Arrangement Framework for Learning-to-Rank. 1004-1013 - Jiazheng Jing
Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item Recommendation. 1014-1024 - Suhyeon Jo
Hierarchical Multi-Label Classification with Partial Labels and Unknown Hierarchy. 1025-1034 - Hyeonsoo Jo
Robust Graph Clustering via Meta Weighting for Noisy Graphs. 1035-1044 - Xincheng Ju
Real-time Emotion Pre-Recognition in Conversations with Contrastive Multi-modal Dialogue Pre-training. 1045-1055 - Natan Kaminsky
CFOM: Lead Optimization For Drug Discovery With Limited Data. 1056-1066 - Efi Karra Taniskidou
Nudging Neural Click Prediction Models to Pay Attention to Position. 1067-1076 - Minchang Kim
Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation. 1077-1086 - Kelvin J. L. Koa
Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction. 1087-1096 - Ziyi Kou
Modeling Sequential Collaborative User Behaviors For Seller-Aware Next Basket Recommendation. 1097-1106 - Narayanan Asuri Krishnan
A Model-Agnostic Method to Interpret Link Prediction Evaluation of Knowledge Graph Embeddings. 1107-1116 - Raghvendra Kumar
Diving into a Sea of Opinions: Multi-modal Abstractive Summarization with Comment Sensitivity. 1117-1126 - Suchetha N. Kunnath
Prompting Strategies for Citation Classification. 1127-1137 - Branislav Kveton
Non-Compliant Bandits. 1138-1147 - Jinrong Lai
VFedAD: A Defense Method Based on the Information Mechanism Behind the Vertical Federated Data Poisoning Attack. 1148-1157 - Hsu-Chao Lai
Learning the Co-evolution Process on Live Stream Platforms with Dual Self-attention for Next-topic Recommendations. 1158-1167 - Xinying Lai
A Re-evaluation of Deep Learning Methods for Attributed Graph Clustering. 1168-1177 - Kwei-Herng Lai
Tackling Diverse Minorities in Imbalanced Classification. 1178-1187 - Jongsoo Lee
DuoGAT: Dual Time-oriented Graph Attention Networks for Accurate, Efficient and Explainable Anomaly Detection on Time-series. 1188-1197 - Jintang Li
GUARD: Graph Universal Adversarial Defense. 1198-1207 - Shuhao Li
ST-MoE: Spatio-Temporal Mixture-of-Experts for Debiasing in Traffic Prediction. 1208-1217 - Wenbo Li
Class-Specific Word Sense Aware Topic Modeling via Soft Orthogonalized Topics. 1218-1227 - Zhaotian Li
AutoMRM: A Model Retrieval Method Based on Multimodal Query and Meta-learning. 1228-1237 - Xinhang Li
Towards Automatic ICD Coding via Knowledge Enhanced Multi-Task Learning. 1238-1248 - Fengheng Li
Relation-Aware Diffusion Model for Controllable Poster Layout Generation. 1249-1258 - Yiqiao Li
ACGAN-GNNExplainer: Auxiliary Conditional Generative Explainer for Graph Neural Networks. 1259-1267 - Xiaopeng Li
HAMUR: Hyper Adapter for Multi-Domain Recommendation. 1268-1277 - Xinhang Li
REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning. 1278-1287 - Ce Li
Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. 1288-1297 - Jiazheng Li
Heterogeneous Temporal Graph Neural Network Explainer. 1298-1307 - Qi Li
Harnessing the Power of Pre-trained Vision-Language Models for Efficient Medical Report Generation. 1308-1317 - Qingyao Li
Graph Enhanced Hierarchical Reinforcement Learning for Goal-oriented Learning Path Recommendation. 1318-1327 - Weihe Li
Tight-Sketch: A High-Performance Sketch for Heavy Item-Oriented Data Stream Mining with Limited Memory Size. 1328-1337 - Dong Li
Contrastive Representation Learning Based on Multiple Node-centered Subgraphs. 1338-1347 - Lei Li
Prompt Distillation for Efficient LLM-based Recommendation. 1348-1357 - Junlin Li
Multi-Order Relations Hyperbolic Fusion for Heterogeneous Graphs. 1358-1367 - Yilin Li
THGNN: An Embedding-based Model for Anomaly Detection in Dynamic Heterogeneous Social Networks. 1368-1378 - Fengqi Liang
Retrieving GNN Architecture for Collaborative Filtering. 1379-1388 - Jie Liao
SAILOR: Structural Augmentation Based Tail Node Representation Learning. 1389-1399 - Siyu Liao
Bias Invariant Approaches for Improving Word Embedding Fairness. 1400-1410 - Haksoo Lim
MadSGM: Multivariate Anomaly Detection with Score-based Generative Models. 1411-1420 - Yujie Lin
Adaptation Speed Analysis for Fairness-aware Causal Models. 1421-1430 - Hao-Lun Lin
printf: Preference Modeling Based on User Reviews with Item Images and Textual Information via Graph Learning. 1431-1440 - Yu-Jen Lin
On the Thresholding Strategy for Infrequent Labels in Multi-label Classification. 1441-1450 - Zhanyu Liu
Cross-city Few-Shot Traffic Forecasting via Traffic Pattern Bank. 1451-1460 - Meizhen Liu
GranCATs: Cross-Lingual Enhancement through Granularity-Specific Contrastive Adapters. 1461-1471 - Runshi Liu
UniTE: A Unified Treatment Effect Estimation Method for One-sided and Two-sided Marketing. 1472-1481 - Zhuang Liu
PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. 1482-1492 - Sijia Liu
AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. 1493-1502 - Junfeng Liu
MATA*: Combining Learnable Node Matching with A* Algorithm for Approximate Graph Edit Distance Computation. 1503-1512 - Bulou Liu
Leveraging Event Schema to Ask Clarifying Questions for Conversational Legal Case Retrieval. 1513-1522 - Zixuan Liu
ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding. 1523-1533 - Zhenghao Liu
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases. 1534-1544 - Luyang Liu
Neural Personalized Topic Modeling for Mining User Preferences on Social Media. 1545-1555 - Jingping Liu
Hierarchical Prompt Tuning for Few-Shot Multi-Task Learning. 1556-1565 - Xiao Liu
SMEF: Social-aware Multi-dimensional Edge Features-based Graph Representation Learning for Recommendation. 1566-1575 - Qidong Liu
Diffusion Augmentation for Sequential Recommendation. 1576-1586 - Tong Liu, Xulong Wang, He Huang, Po Yang:
Weak Regression Enhanced Lifelong Learning for Improved Performance and Reduced Training Data. 1587-1596 - Jing Liu
Online Efficient Secure Logistic Regression based on Function Secret Sharing. 1597-1606 - Xinyu Liu
Khronos: A Real-Time Indexing Framework for Time Series Databases on Large-Scale Performance Monitoring Systems. 1607-1616 - Yi Liu
Self-Supervised Dynamic Hypergraph Recommendation based on Hyper-Relational Knowledge Graph. 1617-1626 - Wanjun Liu
Quantifying the Effectiveness of Advertising: A Bootstrap Proportion Test for Brand Lift Testing. 1627-1636 - Qi Liu
Deep Task-specific Bottom Representation Network for Multi-Task Recommendation. 1637-1646 - Yu-An Liu
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method. 1647-1656 - Yunzhong Lou
BRep-BERT: Pre-training Boundary Representation BERT with Sub-graph Node Contrastive Learning. 1657-1666 - Ke Lu
Exploring Low-Dimensional Manifolds of Deep Neural Network Parameters for Improved Model Optimization. 1667-1676 - Yuval Lev Lubarsky
Selecting Walk Schemes for Database Embedding. 1677-1686 - Ge Luo
Forward Creation, Reverse Selection: Achieving Highly Pertinent Multimodal Responses in Dialogue Contexts. 1687-1696 - Yan Luo
Timestamps as Prompts for Geography-Aware Location Recommendation. 1697-1706 - Sichun Luo
Improving Long-Tail Item Recommendation with Graph Augmentation. 1707-1716 - Lei Luo
Context-Aware Prompt for Generation-based Event Argument Extraction with Diffusion Models. 1717-1725 - Ying Lv
Integrating Priors into Domain Adaptation Based on Evidence Theory. 1726-1735 - Yiqin Lv
Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations. 1736-1745 - Denghao Ma
A Principled Decomposition of Pointwise Mutual Information for Intention Template Discovery. 1746-1755 - Qian Ma
Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. 1756-1765 - Weijian Ma
MultiCAD: Contrastive Representation Learning for Multi-modal 3D Computer-Aided Design Models. 1766-1776 - Federico Marcuzzi
LambdaRank Gradients are Incoherent. 1777-1786 - Debjani Mazumder
A Graph Neural Network Model for Concept Prerequisite Relation Extraction. 1787-1796 - Chang Meng
Parallel Knowledge Enhancement based Framework for Multi-behavior Recommendation. 1797-1806 - Chuan Meng
System Initiative Prediction for Multi-turn Conversational Information Seeking. 1807-1817 - Arpit Merchant
Disparity, Inequality, and Accuracy Tradeoffs in Graph Neural Networks for Node Classification. 1818-1827 - Pu Miao
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective. 1847-1856 - Shanlei Mu
Hybrid Contrastive Constraints for Multi-Scenario Ad Ranking. 1857-1866 - Maximilian Münch
Unlocking the Potential of Non-PSD Kernel Matrices: A Polar Decomposition-based Transformation for Improved Prediction Models. 1867-1876 - Parmis Naddaf
Joint Link Prediction Via Inference from a Model. 1877-1886 - Jay Nandy
Non-Uniform Adversarial Perturbations for Discrete Tabular Datasets. 1887-1896 - Mohsen Nayebi Kerdabadi
Contrastive Learning of Temporal Distinctiveness for Survival Analysis in Electronic Health Records. 1897-1906 - Preben M. Ness
Measuring the Effect of Causal Disentanglement on the Adversarial Robustness of Neural Network Models. 1907-1916 - Wentao Ning
Multi-domain Recommendation with Embedding Disentangling and Domain Alignment. 1917-1927 - Yunhak Oh
MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement. 1928-1938 - Byungkook Oh
Dual-Oriented Contrast for Recommendation with A Stop-Gradient Operation. 1939-1948 - Rongqing Kenneth Ong
Quad-Tier Entity Fusion Contrastive Representation Learning for Knowledge Aware Recommendation System. 1949-1959 - David Otero
How Discriminative Are Your Qrels? How To Study the Statistical Significance of Document Adjudication Methods. 1960-1970 - Simon Ott
Rule-based Knowledge Graph Completion with Canonical Models. 1971-1981 - Jihong Ouyang, Zhiyao Yang, Chang Xuan, Bing Wang, Yiyuan Wang, Ximing Li:
Unsupervised Aspect Term Extraction by Integrating Sentence-level Curriculum Learning with Token-level Self-paced Learning. 1982-1991 - Vardaan Pahuja
A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. 1992-2002 - Mao Pan
IUI: Intent-Enhanced User Interest Modeling for Click-Through Rate Prediction. 2003-2012 - Vincenzo Paparella
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation. 2013-2023 - Chung Park
Cracking the Code of Negative Transfer: A Cooperative Game Theoretic Approach for Cross-Domain Sequential Recommendation. 2024-2033 - Seongmin Park
Toward a Better Understanding of Loss Functions for Collaborative Filtering. 2034-2043 - Haekyu Park
Concept Evolution in Deep Learning Training: A Unified Interpretation Framework and Discoveries. 2044-2054 - Hung Phan
Evaluating and Optimizing the Effectiveness of Neural Machine Translation in Supporting Code Retrieval Models: A Study on the CAT Benchmark. 2055-2064 - Hongliang Qiao
RotDiff: A Hyperbolic Rotation Representation Model for Information Diffusion Prediction. 2065-2074 - Shutong Qiao
Bi-channel Multiple Sparse Graph Attention Networks for Session-based Recommendation. 2075-2084 - Shigang Quan
MERIT: A Merchant Incentive Ranking Model for Hotel Search & Ranking. 2085-2094 - Shigang Quan
Enhancing Repeat-Aware Recommendation from a Temporal-Sequential Perspective. 2095-2105 - Md Mahmudur Rahman
Federated Competing Risk Analysis. 2106-2115 - Masoud Reyhani Hamedani
ELTRA: An Embedding Method based on Learning-to-Rank to Preserve Asymmetric Information in Directed Graphs. 2116-2125 - Yuanyi Ren
Dual-Process Graph Neural Network for Diversified Recommendation. 2126-2135 - Yixin Ren
Incremental Graph Classification by Class Prototype Construction and Augmentation. 2136-2145 - Dan Ni Ren
Dual-view Contrastive Learning for Auction Recommendation. 2146-2155 - Alexander Renz-Wieland
Good Intentions: Adaptive Parameter Management via Intent Signaling. 2156-2166 - Khaled Mohammed Saifuddin
Seq-HyGAN: Sequence Classification via Hypergraph Attention Network. 2167-2177 - Minghui Shan
PaperLM: A Pre-trained Model for Hierarchical Examination Paper Representation Learning. 2178-2187 - Yu Shang
Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural Network. 2188-2197 - Shreya Shankar
Automatic and Precise Data Validation for Machine Learning. 2198-2207 - Jiangli Shao
TOAK: A Topology-oriented Attack Strategy for Degrading User Identity Linkage in Cross-network Learning. 2208-2218 - Jiangli Shao
CANA: Causal-enhanced Social Network Alignment. 2219-2228 - Kartik Sharma
Representation Learning in Continuous-Time Dynamic Signed Networks. 2229-2238 - Chenglei Shen
HyperBandit: Contextual Bandit with Hypernewtork for Time-Varying User Preferences in Streaming Recommendation. 2239-2248 - Boshen Shi
Improving Graph Domain Adaptation with Network Hierarchy. 2249-2258 - Yucheng Shi
GiGaMAE: Generalizable Graph Masked Autoencoder via Collaborative Latent Space Reconstruction. 2259-2269 - Weili Shi, Xueying Yang, Xujiang Zhao, Haifeng Chen, Zhiqiang Tao, Sheng Li:
Calibrate Graph Neural Networks under Out-of-Distribution Nodes via Deep Q-learning. 2270-2279 - Mukul Singh
EmFore: Online Learning of Email Folder Classification Rules. 2280-2290 - Apoorva Singh
Investigating the Impact of Multimodality and External Knowledge in Aspect-level Complaint and Sentiment Analysis. 2291-2300 - Atanu R. Sinha
The Role of Unattributed Behavior Logs in Predictive User Segmentation. 2301-2310 - Chen-Hui Song
Follow the Will of the Market: A Context-Informed Drift-Aware Method for Stock Prediction. 2311-2320 - Zijie Song
CDR: Conservative Doubly Robust Learning for Debiased Recommendation. 2321-2330 - Zixing Song
Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks. 2331-2341 - Yuchen Su
SAND: Semantic Annotation of Numeric Data in Web Tables. 2342-2351 - Yi-Xuan Sun
Treatment Effect Estimation across Domains. 2352-2361 - Yepeng Sun
Topic-Aware Contrastive Learning and K-Nearest Neighbor Mechanism for Stance Detection. 2362-2371 - Anique Tahir
Fairness through Aleatoric Uncertainty. 2372-2381 - Xiao Tan
Graph Inference via the Energy-efficient Dynamic Precision Matrix Estimation with One-bit Data. 2382-2391 - Heng Tan
Joint Rebalancing and Charging for Shared Electric Micromobility Vehicles with Energy-informed Demand. 2392-2401 - Zee Hen Tang
EAGLE: Enhance Target-Oriented Dialogs by Global Planning and Topic Flow Integration. 2402-2411 - Jiabin Tang, Lianghao Xia
Spatio-Temporal Meta Contrastive Learning. 2412-2421 - Wenzhuo Tang
Single-Cell Multimodal Prediction via Transformers. 2422-2431 - Jiabin Tang
Explainable Spatio-Temporal Graph Neural Networks. 2432-2441 - Changxin Tian
Periodicity May Be Emanative: Hierarchical Contrastive Learning for Sequential Recommendation. 2442-2451 - Abhisek Tiwari
Experience and Evidence are the eyes of an excellent summarizer! Towards Knowledge Infused Multi-modal Clinical Conversation Summarization. 2452-2461 - Nhu-Thuat Tran
Multi-Representation Variational Autoencoder via Iterative Latent Attention and Implicit Differentiation. 2462-2471 - Hong-Jin Tsai
Citation Intent Classification and Its Supporting Evidence Extraction for Citation Graph Construction. 2472-2481 - Ke Tu
Disentangled Interest importance aware Knowledge Graph Neural Network for Fund Recommendation. 2482-2491 - Xinwei Wan
PSLF: Defending Against Label Leakage in Split Learning. 2492-2501 - Junhong Wan
GraphFADE: Field-aware Decorrelation Neural Network for Graphs with Tabular Features. 2502-2511 - Fanmeng Wang
MPerformer: An SE(3) Transformer-based Molecular Perceptron. 2512-2522 - Fangye Wang
Towards Deeper, Lighter and Interpretable Cross Network for CTR Prediction. 2523-2533 - Zihan Wang
Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations. 2534-2543 - Xiaoyu Wang
CLOCK: Online Temporal Hierarchical Framework for Multi-scale Multi-granularity Forecasting of User Impression. 2544-2553 - Min Wang
FAMC-Net: Frequency Domain Parity Correction Attention and Multi-Scale Dilated Convolution for Time Series Forecasting. 2554-2563 - Zihong Wang
Diversity-aware Deep Ranking Network for Recommendation. 2564-2573 - Yu Wang
UrbanFloodKG: An Urban Flood Knowledge Graph System for Risk Assessment. 2574-2584 - Bo Wang
Optimizing Upstream Representations for Out-of-Domain Detection with Supervised Contrastive Learning. 2585-2595 - Yongjie Wang
Flexible and Robust Counterfactual Explanations with Minimal Satisfiable Perturbations. 2596-2605 - Haoyu Wang
AFRF: Angle Feature Retrieval Based Popularity Forecasting. 2606-2615 - Chunpai Wang
Continuous Personalized Knowledge Tracing: Modeling Long-Term Learning in Online Environments. 2616-2625 - Shuang Wang
Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation. 2626-2636 - Wentao Wang
A Mix-up Strategy to Enhance Adversarial Training with Imbalanced Data. 2637-2645 - Zhenyi Wang
Node-dependent Semantic Search over Heterogeneous Graph Neural Networks. 2646-2655 - Zihan Wang
NOVO: Learnable and Interpretable Document Identifiers for Model-Based IR. 2656-2665 - Tianle Wang
WOT-Class: Weakly Supervised Open-world Text Classification. 2666-2675 - Siyuan Wang
MultiPLe: Multilingual Prompt Learning for Relieving Semantic Confusions in Few-shot Event Detection. 2676-2685 - Mengying Wang
Selecting Top-k Data Science Models by Example Dataset. 2686-2695 - Qianlong Wen
A Multi-Modality Framework for Drug-Drug Interaction Prediction by Harnessing Multi-source Data. 2696-2705 - Jingxuan Wen
Modeling Preference as Weighted Distribution over Functions for User Cold-start Recommendation. 2706-2715 - Xixi Wu
Dual Intents Graph Modeling for User-centric Group Discovery. 2716-2725 - Jiaying Wu
Prompt-and-Align: Prompt-Based Social Alignment for Few-Shot Fake News Detection. 2726-2736 - Bin Wu
SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily. 2737-2746 - Yang Wu
Community-Based Hierarchical Positive-Unlabeled (PU) Model Fusion for Chronic Disease Prediction. 2747-2756 - Yuefei Wu
Rethinking Sentiment Analysis under Uncertainty. 2775-2784 - Xi Wu
Dimension Independent Mixup for Hard Negative Sample in Collaborative Filtering. 2785-2794 - Xin Xia
Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation. 2795-2804 - Tianshu Xiao
HiPo: Detecting Fake News via Historical and Multi-Modal Analyses of Social Media Posts. 2805-2815 - Hao Xu
An Efficient Selective Ensemble Learning with Rejection Approach for Classification. 2816-2825 - Hongyan Xu
Sentiment-aware Review Summarization with Personalized Multi-task Fine-tuning. 2826-2835 - Jingwen Xu
Density-Aware Temporal Attentive Step-wise Diffusion Model For Medical Time Series Imputation. 2836-2845 - Hao Xu
DPGN: Denoising Periodic Graph Network for Life Service Recommendation. 2846-2855 - Wanyue Xu
Minimizing Polarization in Noisy Leader-Follower Opinion Dynamics. 2856-2865 - Akihiro Yamaguchi
Time-series Shapelets with Learnable Lengths. 2866-2876 - Hua Yan
Identifying Regional Driving Risks via Transductive Cross-City Transfer Learning Under Negative Transfer. 2877-2886 - Leilei Yan
Few-Shot Learning via Task-Aware Discriminant Local Descriptors Network. 2887-2894 - Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai:
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling. 2895-2905 - Tao Yang
FARA: Future-aware Ranking Algorithm for Fairness Optimization. 2906-2916 - Kailai Yang
A Bipartite Graph is All We Need for Enhancing Emotional Reasoning with Commonsense Knowledge. 2917-2927 - Zhen Yang
A Two-tier Shared Embedding Method for Review-based Recommender Systems. 2928-2938 - Guang Yang
CARPG: Cross-City Knowledge Transfer for Traffic Accident Prediction via Attentive Region-Level Parameter Generation. 2939-2948 - Fanyi Yang
Co-guided Random Walk for Polarized Communities Search. 2949-2958 - Wei Yang
Multimodal Optimal Transport Knowledge Distillation for Cross-domain Recommendation. 2959-2968 - Mingdai Yang
Group Identification via Transitional Hypergraph Convolution with Cross-view Self-supervised Learning. 2969-2979 - Jiuding Yang
Mulco: Recognizing Chinese Nested Named Entities through Multiple Scopes. 2980-2989 - Kai Yao
Explore Epistemic Uncertainty in Domain Adaptive Semantic Segmentation. 2990-2998 - Dezhi Ye
Improving Query Correction Using Pre-train Language Model In Search Engines. 2999-3008 - Mingjia Yin
APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation. 3009-3019 - Lu Yu
FINRule: Feature Interactive Neural Rule Learning. 3020-3029 - Yakun Yu
iHAS: Instance-wise Hierarchical Architecture Search for Deep Learning Recommendation Models. 3030-3039 - Puxuan Yu
Search Result Diversification Using Query Aspects as Bottlenecks. 3040-3051 - Zihan Yu
Understanding and Modeling Collision Avoidance Behavior for Realistic Crowd Simulation. 3052-3061 - Chengqing Yu
DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction. 3062-3072 - Sanshi Lei Yu
Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering. 3073-3082 - Dianer Yu, Qian Li, Hongzhi Yin
Causality-guided Graph Learning for Session-based Recommendation. 3083-3093 - Mengyi Yuan
MUSE: Multi-view Contrastive Learning for Heterophilic Graphs via Information Reconstruction. 3094-3103 - Huaying Yuan
VILE: Block-Aware Visual Enhanced Document Retrieval. 3104-3113 - Huimin Zeng
Manipulating Out-Domain Uncertainty Estimation in Deep Neural Networks via Targeted Clean-Label Poisoning. 3114-3123 - Ximu Zeng
Target-Oriented Maneuver Decision for Autonomous Vehicle: A Rule-Aided Reinforcement Learning Framework. 3124-3133 - Liang Zeng
AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange. 3134-3143 - Giselle Zeno
DYANE: DYnamic Attributed Node rolEs Generative Model. 3144-3153 - Pengtao Zhang
MemoNet: Memorizing All Cross Features' Representations Efficiently via Multi-Hash Codebook Network for CTR Prediction. 3154-3163 - Kai Zhang
TriD-MAE: A Generic Pre-trained Model for Multivariate Time Series with Missing Values. 3164-3173 - Siwei Zhang
RDGSL: Dynamic Graph Representation Learning with Structure Learning. 3174-3183 - Xiaobo Zhang
CoSaR: Combating Label Noise Using Collaborative Sample Selection and Adversarial Regularization. 3184-3194 - Zijian Zhang
PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. 3195-3205 - Shijie Zhang
Out of the Box Thinking: Improving Customer Lifetime Value Modelling via Expert Routing and Game Whale Detection. 3206-3215 - Siwei Zhang
iLoRE: Dynamic Graph Representation with Instant Long-term Modeling and Re-occurrence Preservation. 3216-3225 - Moyu Zhang
No Length Left Behind: Enhancing Knowledge Tracing for Modeling Sequences of Excessive or Insufficient Lengths. 3226-3235 - Moyu Zhang
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge Concepts. 3236-3246 - Dongyu Zhang
FATA-Trans: Field And Time-Aware Transformer for Sequential Tabular Data. 3247-3256 - Chao Zhang
Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement. 3257-3267 - Lei Zhang
Mutual Information-Driven Multi-View Clustering. 3268-3277 - Shuijing Zhang
Closed-form Machine Unlearning for Matrix Factorization. 3278-3287 - Haozhen Zhang
Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs. 3288-3297 - Xu Zhang
Mask- and Contrast-Enhanced Spatio-Temporal Learning for Urban Flow Prediction. 3298-3307 - Weiqi Zhang
A Co-training Approach for Noisy Time Series Learning. 3308-3318 - Duzhen Zhang
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition. 3319-3329 - Qixin Zhang
Communication-Efficient Decentralized Online Continuous DR-Submodular Maximization. 3330-3339 - Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang:
Unleashing the Power of Shared Label Structures for Human Activity Recognition. 3340-3350 - Junru Zhang
Temporal Convolutional Explorer Helps Understand 1D-CNN's Learning Behavior in Time Series Classification from Frequency Domain. 3351-3360 - Jingdan Zhang
AspectMMKG: A Multi-modal Knowledge Graph with Aspect-aware Entities. 3361-3370 - Yifang Zhang
Towards Dynamic and Reliable Private Key Management for Hierarchical Access Structure in Decentralized Storage. 3371-3380 - Zijian Zhang
MLPST: MLP is All You Need for Spatio-Temporal Prediction. 3381-3390 - Qifan Zhang
Efficient Exact Minimum k-Core Search in Real-World Graphs. 3391-3401 - Xiaohui Zhao
HST-GT: Heterogeneous Spatial-Temporal Graph Transformer for Delivery Time Estimation in Warehouse-Distribution Integration E-Commerce. 3402-3411 - Kangfei Zhao
Geometric Graph Learning for Protein Mutation Effect Prediction. 3412-3422 - Guanhao Zhao
Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems. 3423-3432 - Jin Zhao
HTMapper: Bidirectional Head-Tail Mapping for Nested Named Entity Recognition. 3433-3443 - Yizheng Zhao
Highly-Optimized Forgetting for Creating Signature-Based Views of Ontologies. 3444-3452 - Chuang Zhao
Sequential Recommendation via an Adaptive Cross-domain Knowledge Decomposition. 3453-3463 - Yanjun Zhao
GCformer: An Efficient Solution for Accurate and Scalable Long-Term Multivariate Time Series Forecasting. 3464-3473 - Tianyi Zhao
Unveiling the Role of Message Passing in Dual-Privacy Preservation on GNNs. 3474-3483 - Xuhao Zhao
Task-Difficulty-Aware Meta-Learning with Adaptive Update Strategies for User Cold-Start Recommendation. 3484-3493 - Xiaolin Zheng
Decentralized Graph Neural Network for Privacy-Preserving Recommendation. 3494-3504 - Yuhao Zheng
DiffUFlow: Robust Fine-grained Urban Flow Inference with Denoising Diffusion Model. 3505-3513 - Longfei Zheng, Yingting Liu, Xiaolong Xu, Chaochao Chen
FedPSE: Personalized Sparsification with Element-wise Aggregation for Federated Learning. 3514-3523 - Zhiwen Zhang
Assessing the Continuous Causal Responses of Typhoon-related Weather on Human Mobility: An Empirical Study in Japan. 3524-3533 - Xiaolong Zhong
Personalized Location-Preference Learning for Federated Task Assignment in Spatial Crowdsourcing. 3534-3543 - Shuxin Zhong, William Yubeaton, Wenjun Lyu, Guang Wang, Desheng Zhang, Yu Yang:
RLIFE: Remaining Lifespan Prediction for E-scooters. 3544-3553 - Yuqing Zhou
A Generalized Propensity Learning Framework for Unbiased Post-Click Conversion Rate Estimation. 3554-3563 - Guanglin Zhou
Contrastive Counterfactual Learning for Causality-aware Interpretable Recommender Systems. 3564-3573 - Jing Zhou
All about Sample-Size Calculations for A/B Testing: Novel Extensions & Practical Guide. 3574-3583 - Qinghai Zhou
Learning Node Abnormality with Weak Supervision. 3584-3594 - Peilin Zhou
Attention Calibration for Transformer-based Sequential Recommendation. 3595-3605 - Wenjie Zhou
Privacy-Preserving Federated Learning via Disentanglement. 3606-3615 - Ruitao Zhu
CANDY: A Causality-Driven Model for Hotel Dynamic Pricing. 3616-3625 - Zhiyu Zhu
Improving Adversarial Transferability via Frequency-based Stationary Point Search. 3626-3635 - Zheqing Zhu
Scalable Neural Contextual Bandit for Recommender Systems. 3636-3646 - Lvxing Zhu
HCL4QC: Incorporating Hierarchical Category Structures Into Contrastive Learning for E-commerce Query Classification. 3647-3656 - Zhiyu Zhu
FVW: Finding Valuable Weight on Deep Neural Network for Model Pruning. 3657-3666 - Yangfu Zhu
PCENet: Psychological Clues Exploration Network for Multimodal Personality Assessment. 3667-3676 - Yuchen Zhuang
G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer. 3677-3687
Short Papers
- Soheil Abadifard
DynED: Dynamic Ensemble Diversification in Data Stream Classification. 3707-3711 - Amin Abolghasemi
Retrievability Bias Estimation Using Synthetically Generated Queries. 3712-3716 - Donghyun Ahn
Fine-Grained Socioeconomic Prediction from Satellite Images with Distributional Adjustment. 3717-3721 - Negar Arabzadeh
Noisy Perturbations for Estimating Query Difficulty in Dense Retrievers. 3722-3727 - Bradley Ashmore
HOVER: Homophilic Oversampling via Edge Removal for Class-Imbalanced Bot Detection on Graphs. 3728-3732 - Alkid Baci
Accelerating Concept Learning via Sampling. 3733-3737 - Hankyul Baek
Logarithmic Dimension Reduction for Quantum Neural Networks. 3738-3742 - Aitolkyn Baigutanova
A Comparative Study of Reference Reliability in Multiple Language Editions of Wikipedia. 3743-3747 - Yuanchen Bei
Non-Recursive Cluster-Scale Graph Interacted Model for Click-Through Rate Prediction. 3748-3752 - Ludovico Boratto
Counterfactual Graph Augmentation for Consumer Unfairness Mitigation in Recommender Systems. 3753-3757 - Thomas Carr
Linkage Attack on Skeleton-based Motion Visualization. 3758-3762 - Weiliang Chan
Region-Wise Attentive Multi-View Representation Learning For Urban Region Embedding. 3763-3767 - Manish Chandra
'Choose your Data Wisely': Active Learning based Selection with Multi-Objective Optimisation for Mitigating Stereotypes. 3768-3772 - Hsin-Yu Chen, Cheng-Te Li, Ting-Yu Chen:
Semi-supervised Curriculum Ensemble Learning for Financial Precision Marketing. 3773-3777 - Yewang Chen
TCCM: Time and Content-Aware Causal Model for Unbiased News Recommendation. 3778-3782 - Zhichao Chen
Unsupervised Anomaly Detection & Diagnosis: A Stein Variational Gradient Descent Approach. 3783-3787 - Miaoxin Chen
Segment Augmentation and Prediction Consistency Neural Network for Multi-label Unknown Intent Detection. 3788-3792 - Qian Chen
Attribute-enhanced Dual Channel Representation Learning for Session-based Recommendation. 3793-3797 - Jiahao Chen
Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue. 3798-3802 - Wenzhuo Cheng
MI-DPG: Decomposable Parameter Generation Network Based on Mutual Information for Multi-Scenario Recommendation. 3803-3807 - Zhangtao Cheng
Enhancing Information Diffusion Prediction with Self-Supervised Disentangled User and Cascade Representations. 3808-3812 - Peng Cheng
Identify Risky Rules to Reduce Side Effects in Association Rule Hiding. 3813-3817 - Dongjin Choi
Patient Clustering via Integrated Profiling of Clinical and Digital Data. 3818-3822 - Yu Hao Chou
Incorporating Co-purchase Correlation for Next-basket Recommendation. 3823-3827 - Zhenzhen Chu
Learning Invariant Representations for New Product Sales Forecasting via Multi-Granularity Adversarial Learning. 3828-3832 - Matthew Clifford
Reconciling Training and Evaluation Objectives in Location Agnostic Surrogate Explainers. 3833-3837 - Wei Dai
DPAN: Dynamic Preference-based and Attribute-aware Network for Relevant Recommendations. 3838-3842 - Manas Jyoti Das
Efficient Variant Calling on Human Genome Sequences Using a GPU-Enabled Commodity Cluster. 3843-3848 - Yilin Ding
Self-supervised Learning and Graph Classification under Heterophily. 3849-3853 - Guanting Dong
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA. 3854-3859 - Boxin Du
Geometric Matrix Completion via Sylvester Multi-Graph Neural Network. 3860-3864 - Jeffrey M. Dudek
Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval. 3865-3869 - Radwa El Shawi
OnlineAutoClust: A Framework for Online Automated Clustering. 3870-3874 - Björn Engelmann
Simulating Users in Interactive Web Table Retrieval. 3875-3879 - Jinyuan Fang
KGPR: Knowledge Graph Enhanced Passage Ranking. 3880-3885 - Mauajama Firdaus
Multi-step Prompting for Few-shot Emotion-Grounded Conversations. 3886-3891 - Zihao Gao
Synergistic Disease Similarity Measurement via Unifying Hierarchical Relation Perception and Association Capturing. 3892-3896 - Madhusudan Ghosh
Extracting Methodology Components from AI Research Papers: A Data-driven Factored Sequence Labeling Approach. 3897-3901 - Jiaying Gong
Knowledge-Enhanced Multi-Label Few-Shot Product Attribute-Value Extraction. 3902-3907 - Shengbo Gong
Neighborhood Homophily-based Graph Convolutional Network. 3908-3912 - Kalpa Gunaratna
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond. 3913-3917 - Yuyao Guo
Leveraging Post-Click User Behaviors for Calibrated Conversion Rate Prediction Under Delayed Feedback in Online Advertising. 3918-3922 - Shrey Gupta
Hateful Comment Detection and Hate Target Type Prediction for Video Comments. 3923-3927 - Chaobo He, Junwei Cheng, Quanlong Guan, Xiang Fei, Hanchao Li, Yong Tang:
A Deep Conditional Generative Approach for Constrained Community Detection. 3928-3932 - Rui He
Perturbation-Based Two-Stage Multi-Domain Active Learning. 3933-3937 - Nicolas Heist
KGrEaT: A Framework to Evaluate Knowledge Graphs via Downstream Tasks. 3938-3942 - Farinam Hemmatizadeh
Latent Aspect Detection via Backtranslation Augmentation. 3943-3947 - Xuyang Hou
Deep Context Interest Network for Click-Through Rate Prediction. 3948-3952 - Zhiyuan Hu
Unlocking the Potential of User Feedback: Leveraging Large Language Model as User Simulators to Enhance Dialogue System. 3953-3957 - Yoonjin Im
Forgetting-aware Linear Bias for Attentive Knowledge Tracing. 3958-3962 - Shweta Ann Jacob
Stochastic Subgraph Neighborhood Pooling for Subgraph Classification. 3963-3967 - Amit Kumar Jaiswal
Lightweight Adaptation of Neural Language Models via Subspace Embedding. 3968-3972 - Jianye Ji
Multi-Granularity Attention Model for Group Recommendation. 3973-3977 - Guyu Jiang
CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services. 3978-3982 - Xinke Jiang
Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction. 3983-3987 - Hanqi Jin
MSRA: A Multi-Aspect Semantic Relevance Approach for E-Commerce via Multimodal Pre-Training. 3988-3992 - Juho Jung
SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection. 3993-3997 - Jongeun Kim
Effective Slogan Generation with Noise Perturbation. 3998-4002 - Junghurn Kim
S-Mixup: Structural Mixup for Graph Neural Networks. 4003-4007 - Junghoon Kim
Class Label-aware Graph Anomaly Detection. 4008-4012 - Dahee Kim
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. 4013-4017 - Mirae Kim
Can a Chatbot be Useful in Childhood Cancer Survivorship? Development of a Chatbot for Survivors of Childhood Cancer. 4018-4022 - Dain Kim
Test-Time Embedding Normalization for Popularity Bias Mitigation. 4023-4027 - Donggeun Ko
AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models. 4028-4032 - Soo Yong Lee
You're Not Alone in Battle: Combat Threat Analysis Using Attention Networks and a New Open Benchmark. 4033-4037 - Anton Lee
Look At Me, No Replay! SurpriseNet: Anomaly Detection Inspired Class Incremental Learning. 4038-4042 - Sangyong Lee
UNDO: Effective and Accurate Unlearning Method for Deep Neural Networks. 4043-4047 - Youngjune Lee
MvFS: Multi-view Feature Selection for Recommender System. 4048-4052 - Hojoon Lee
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal. 4053-4058 - Dongyuan Li
Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction. 4059-4063 - Qi Li
HEPT Attack: Heuristic Perpendicular Trial for Hard-label Attacks under Limited Query Budgets. 4064-4068 - Yanzeng Li
CORD: A Three-Stage Coarse-to-Fine Framework for Relation Detection in Knowledge Base Question Answering. 4069-4073 - Peiwen Li
Causal Discovery in Temporal Domain from Interventional Data. 4074-4078 - Cayon Liow, Cheng-Te Li, Chun-Pai Yang, Shou-De Lin:
Pseudo Triplet Networks for Classification Tasks with Cross-Source Feature Incompleteness. 4079-4083 - Mutong Liu
Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. 4084-4088 - Leyuan Liu
Towards Trustworthy Rumor Detection with Interpretable Graph Structural Learning. 4089-4093 - Shuhuan Liu
Homogeneous Cohort-Aware Group Cognitive Diagnosis: A Multi-grained Modeling Perspective. 4094-4098 - Peiyang Liu
Retrieval-Based Unsupervised Noisy Label Detection on Text Data. 4099-4104 - Han Liu
Boosting Meta-Learning Cold-Start Recommendation with Graph Neural Network. 4105-4109 - Qi Liu
Understanding the Multi-vector Dense Retrieval Models. 4110-4114 - Jialin Liu
Counterfactual Adversarial Learning for Recommendation. 4115-4119 - Shaohua Liu
STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation. 4120-4124 - Hangchen Liu
Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting. 4125-4129 - Shu Liu
TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction. 4130-4134 - Yezi Liu
FairGraph: Automated Graph Debiasing with Gradient Matching. 4135-4139 - Junxu Liu
Personalized Differentially Private Federated Learning without Exposing Privacy Budgets. 4140-4144 - Zewen Long
Personalized Interest Sustainability Modeling for Sequential POI Recommendation. 4145-4149 - Claudio Lucchese
Can Embeddings Analysis Explain Large Language Model Ranking? 4150-4154 - Nuoyan Lyu
DCGNN: Dual-Channel Graph Neural Network for Social Bot Detection. 4155-4159 - Jiachen Ma
Contrastive Learning for Rumor Detection via Fitting Beta Mixture Model. 4160-4164 - Junyeong Maeng
Age-Aware Guidance via Masking-Based Attention in Face Aging. 4165-4169 - Kaito Majima
Generating News-Centric Crossword Puzzles As A Constraint Satisfaction and Optimization Problem. 4170-4174 - Saurav Manchanda
Metapath-Guided Data-Augmentation For Knowledge Graphs. 4175-4179 - Shengzhong Mao
Learning Visibility Attention Graph Representation for Time Series Forecasting. 4180-4184 - Jordan Massiah
On the Reliability of User Feedback for Evaluating the Quality of Conversational Agents. 4185-4189 - Ryuta Matsuno
A Robust Backward Compatibility Metric for Model Retraining. 4190-4194 - En Meng
Graph Contrastive Learning with Graph Info-Min. 4195-4199 - Lin Meng
Generative Graph Augmentation for Minority Class in Fraud Detection. 4200-4204 - Xu Min
SeqGen: A Sequence Generator via User Side Information for Behavior Sparsity in Recommendation. 4205-4209 - Tendai Mukande
A Flash Attention Transformer for Multi-Behaviour Recommendation. 4210-4214 - Ali Naeim abadi
Product Entity Matching via Tabular Data. 4215-4219 - Yuta Nakamura
Efficient Differencing of System-level Provenance Graphs. 4220-4223 - Vaisnavi Nemala
Differential Privacy in HyperNetworks for Personalized Federated Learning. 4224-4228 - Advait Padhye
Camaraderie: Content-based Knowledge Transfer for Medical Image Labelling using Supervised Autoencoders in a Decentralized Setting. 4229-4233 - Mao Pan
Satisfaction-Aware User Interest Network for Click-Through Rate Prediction. 4234-4238 - Soohyun Park
Quantum Split Learning for Privacy-Preserving Information Management. 4239-4243 - Weijieying Ren
T-SaS: Toward Shift-aware Dynamic Adaptation for Streaming Data. 4244-4248 - Maciej Rybinski
A Self-Learning Resource-Efficient Re-Ranking Method for Clinical Trials Search. 4249-4253 - Shreyas S
Adversarial Density Ratio Estimation for Change Point Detection. 4254-4258 - Keita Sakuma
Quantitative Decomposition of Prediction Errors Revealing Multi-Cause Impacts: An Insightful Framework for MLOps. 4259-4263 - Sara Salamat
Neural Disentanglement of Query Difficulty and Semantics. 4264-4268 - Mina Samizadeh
VN-Solver: Vision-based Neural Solver for Combinatorial Optimization over Graphs. 4269-4273 - Guangyuan Shen
EdgeNet : Encoder-decoder generative Network for Auction Design in E-commerce Online Advertising. 4274-4278 - Bin Shen
DAE: Distribution-Aware Embedding for Numerical Features in Click-Through Rate Prediction. 4279-4283 - Jiasheng Shi
Learning to Simulate Complex Physical Systems: A Case Study. 4284-4288 - Aman Sinha
Findability: A Novel Measure of Information Accessibility. 4289-4293 - Mingyang Song
Improving Diversity in Unsupervised Keyphrase Extraction with Determinantal Point Process. 4294-4299 - Xiaojie Sun
Pre-training with Aspect-Content Text Mutual Prediction for Multi-Aspect Dense Retrieval. 4300-4304 - Hao-Ru Sung
Sequential Text-based Knowledge Update with Self-Supervised Learning for Generative Language Models. 4305-4309 - Xingyu Tan
Higher-Order Peak Decomposition. 4310-4314 - Ruixiang Tang
Exposing Model Theft: A Robust and Transferable Watermark for Thwarting Model Extraction Attacks. 4315-4319 - Nancy Tyagi
Leveraging Knowledge and Reinforcement Learning for Enhanced Reliability of Language Models. 4320-4324 - Sahil Verma
RecRec: Algorithmic Recourse for Recommender Systems. 4325-4329 - Chenhao Wang
Network Embedding with Adaptive Multi-hop Contrast. 4330-4334 - Luyang Wang
Efficient Multi-Task Learning via Generalist Recommender. 4335-4339 - Yuan Wang
Clustering-property Matters: A Cluster-aware Network for Large Scale Multivariate Time Series Forecasting. 4340-4344 - Ta-Yang Wang
Training Heterogeneous Graph Neural Networks using Bandit Sampling. 4345-4349 - Yiling Wu
Adaptive Graph Neural Diffusion for Traffic Demand Forecasting. 4350-4354 - Jia Wu
Promoting Diversity in Mixed Complex Cooperative and Competitive Multi-Agent Environment. 4355-4359 - Haotian Wu
MTKDN: Multi-Task Knowledge Disentanglement Network for Recommendation. 4360-4364 - Youshao Xiao
G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems. 4365-4369 - Jian Xu
A Joint Training-Calibration Framework for Test-Time Personalization with Label Shift in Federated Learning. 4370-4374 - Jie Xu
Geometry Interaction Augmented Graph Collaborative Filtering. 4375-4379 - Tianmeng Yang
Mitigating Semantic Confusion from Hostile Neighborhood for Graph Active Learning. 4380-4384 - Jie Yang
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction. 4385-4389 - Hansi Yang
Positive-Unlabeled Node Classification with Structure-aware Graph Learning. 4390-4394 - Liangwei Yang
Graph-based Alignment and Uniformity for Recommendation. 4395-4399 - Chin-Chia Michael Yeh
Toward a Foundation Model for Time Series Data. 4400-4404 - Huixin Zhan
Simplex2vec Backward: From Vectors Back to Simplicial Complex. 4405-4409 - Yinan Zhang
BI-GCN: Bilateral Interactive Graph Convolutional Network for Recommendation. 4410-4414 - Zhenwei Zhang
Unlocking the Potential of Deep Learning in Peak-Hour Series Forecasting. 4415-4419 - Zhenyu Zhang
POSPAN: Position-Constrained Span Masking for Language Model Pre-training. 4420-4424 - Pengtao Zhang
FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction. 4425-4429 - Zhao Zhang
Knowledge Graph Error Detection with Hierarchical Path Structure. 4430-4434 - Xuanyu Zhang
XuanYuan 2.0: A Large Chinese Financial Chat Model with Hundreds of Billions Parameters. 4435-4439 - Ke Zhang
Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs. 4440-4444 - Chenyu Zhao
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification. 4445-4449 - Zilong Zhao
FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. 4450-4454 - Yu Zheng
A Semi-Supervised Anomaly Network Traffic Detection Framework via Multimodal Traffic Information Fusion. 4455-4459 - Xiao Zhou
LEAD-ID: Language-Enhanced Denoising and Intent Distinguishing Graph Neural Network for Sponsored Search Broad Retrievals. 4460-4464 - Zhipeng Zhou
Target-oriented Few-shot Transferring via Measuring Task Similarity. 4465-4469
Applied Research Papers
- Sanjay Agrawal
Enhancing E-commerce Product Search through Reinforcement Learning-Powered Query Reformulation. 4488-4494 - Sojung An
Nowcast-to-Forecast: Token-Based Multiple Remote Sensing Data Fusion for Precipitation Forecast. 4495-4501 - Aijun Bai
Regression Compatible Listwise Objectives for Calibrated Ranking with Binary Relevance. 4502-4508 - Mirela Teixeira Cazzolato, Saranya Vijayakumar
CallMine: Fraud Detection and Visualization of Million-Scale Call Graphs. 4509-4515 - Zeyuan Chen
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning. 4516-4522 - Zhichao Chen
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data. 4523-4529 - Beomsang Cho, Binh Minh Le, Jiwon Kim, Simon S. Woo, Shahroz Tariq, Alsharif Abuadbba, Kristen Moore:
Towards Understanding of Deepfake Videos in the Wild. 4530-4537 - Akash Choudhuri
Continually-Adaptive Representation Learning Framework for Time-Sensitive Healthcare Applications. 4538-4544 - Boxin Du
Enhancing Catalog Relationship Problems with Heterogeneous Graphs and Graph Neural Networks Distillation. 4545-4551 - Wei-Wei Du
DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal. 4552-4558 - Kirstin Early
Content-Based Email Classification at Scale. 4559-4566 - Chilin Fu, Weichang Wu, Xiaolu Zhang, Jun Hu, Jing Wang, Jun Zhou:
Robust User Behavioral Sequence Representation via Multi-scale Stochastic Distribution Prediction. 4567-4573 - Jingyue Gao
Rec4Ad: A Free Lunch to Mitigate Sample Selection Bias for Ads CTR Prediction in Taobao. 4574-4580 - Yue Gao
Predicting Interaction Quality of Conversational Assistants With Spoken Language Understanding Model Confidences. 4581-4587 - Zhen Gong
MEBS: Multi-task End-to-end Bid Shading for Multi-slot Display Advertising. 4588-4594 - Yuqi Gong
An Unified Search and Recommendation Foundation Model for Cold-Start Scenario. 4595-4601 - Wei Guo
DFFM: Domain Facilitated Feature Modeling for CTR Prediction. 4602-4608 - Malay Haldar
Learning To Rank Diversely At Airbnb. 4609-4615 - Hongyan Hao
Continual Learning in Predictive Autoscaling. 4616-4622 - Zhiqing Hong
AutoBuild: Automatic Community Building Labeling for Last-mile Delivery. 4623-4630 - Zhiqing Hong
Urban-scale POI Updating with Crowd Intelligence. 4631-4638 - Jiacen Hu
PS-SA: An Efficient Self-Attention via Progressive Sampling for User Behavior Sequence Modeling. 4639-4645 - Wei Jiang
A Stochastic Online Forecast-and-Optimize Framework for Real-Time Energy Dispatch in Virtual Power Plants under Uncertainty. 4646-4652 - Soo Kyung Kim
Climate Intervention Analysis using AI Model Guided by Statistical Physics Principles. 4653-4659 - Lital Kuchy
Generating Product Insights from Community Q&A. 4660-4666 - Kushal Kumar
Unsupervised Multi-Modal Representation Learning for High Quality Retrieval of Similar Products at E-commerce Scale. 4667-4673 - Soonwoo Kwon
Addressing Selection Bias in Computerized Adaptive Testing: A User-Wise Aggregate Influence Function Approach. 4674-4680 - Thu Le
The Price is Right: Removing A/B Test Bias in a Marketplace of Expirable Goods. 4681-4687 - Jun Li
Fragment and Integrate Network (FIN): A Novel Spatial-Temporal Modeling Based on Long Sequential Behavior for Online Food Ordering Click-Through Rate Prediction. 4688-4694 - Hebin Liang
A Hierarchical Imitation Learning-based Decision Framework for Autonomous Driving. 4695-4701 - Yile Liang
Enhancing Dynamic On-demand Food Order Dispatching via Future-informed and Spatial-temporal Extended Decisions. 4702-4708 - Qingyun Liu, Zhe Zhao, Liang Liu, Zhen Zhang, Junjie Shan
Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video Recommendation. 4709-4716 - Yice Luo
FAF: A Risk Detection Framework on Industry-Scale Graphs. 4717-4723 - Junyu Luo
pADR: Towards Personalized Adverse Drug Reaction Prediction by Modeling Multi-sourced Data. 4724-4730 - Xuan Ma
Dynamic Group Parameter Modeling for Click-Through-Rate Prediction. 4731-4737 - Nicholas Meisburger, Vihan Lakshman
BOLT: An Automated Deep Learning Framework for Training and Deploying Large-Scale Search and Recommendation Models on Commodity CPU Hardware. 4738-4744 - Akash Kumar Mohankumar
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search. 4745-4751 - Karishma Mohiuddin
Retention is All You Need. 4752-4758 - Dmitrii Moor
Exploiting Sequential Music Preferences via Optimisation-Based Sequencing. 4759-4765 - Weitong Ou
Optimal Real-Time Bidding Strategy for Position Auctions in Online Advertising. 4766-4772 - Wentao Ouyang
Masked Multi-Domain Network: Multi-Type and Multi-Scenario Conversion Rate Prediction with a Single Model. 4773-4779 - Enrico Palumbo
Graph Learning for Exploratory Query Suggestions in an Instant Search System. 4780-4786 - Yunzhu Pan
Learning and Optimization of Implicit Negative Feedback for Industrial Short-video Recommender System. 4787-4793 - Yuecheng Rong
GBTTE: Graph Attention Network Based Bus Travel Time Estimation. 4794-4800 - Pravakar Roy
Deep Query Rewriting For Geocoding. 4801-4807 - Gayatri Ryali
TrendSpotter: Forecasting E-commerce Product Trends. 4808-4814 - Paras Sheth
STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction. 4815-4821 - Natalia Silberstein
Combating Ad Fatigue via Frequency-Recency Features in Online Advertising Systems. 4822-4828 - Karandeep Singh
GraphFC: Customs Fraud Detection with Label Scarcity. 4829-4835 - Sambeet Tiady
PRODIGY: Product Design Guidance at Scale. 4836-4842 - Shangqing Tu
LittleMu: Deploying an Online Virtual Teaching Assistant via Heterogeneous Sources Integration and Chain of Teach Prompts. 4843-4849 - Sally Turutov
Generating Optimized Molecules without Patent Infringement. 4850-4856 - Muntasir Wahed
MArBLE: Hierarchical Multi-Armed Bandits for Human-in-the-Loop Set Expansion. 4857-4863 - Zhihao Wen
Voucher Abuse Detection with Prompt-based Fine-tuning on Graph Neural Networks. 4864-4870 - Ning Wu
RUEL: Retrieval-Augmented User Representation with Edge Browser Logs for Sequential Recommendation. 4871-4878 - Hua Yan
Logistics Audience Expansion via Temporal Knowledge Graph. 4879-4886 - Hao Yang
Practice on Effectively Extracting NLP Features for Click-Through Rate Prediction. 4887-4893 - Chen Yang
An Incremental Update Framework for Online Recommenders with Data-Driven Prior. 4894-4900 - Shuai Yang
Graph Exploration Matters: Improving both Individual-Level and System-Level Diversity in WeChat Feed Recommendation. 4901-4908 - Chin-Chia Michael Yeh
An Efficient Content-based Time Series Retrieval System. 4909-4915 - Jinhui Yi
DeepSTA: A Spatial-Temporal Attention Network for Logistics Delivery Timely Rate Prediction in Anomaly Conditions. 4916-4922 - Wen Zan
SPM: Structured Pretraining and Matching Architectures for Relevance Modeling in Meituan Search. 4923-4929 - Beichuan Zhang
SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems. 4930-4937 - Cong Zhang
Multi-gate Mixture-of-Contrastive-Experts with Graph-based Gating Mechanism for TV Recommendation. 4938-4944 - Yifei Zhang
3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems. 4945-4951 - Yang Zhang
Leveraging Watch-time Feedback for Short-Video Recommendations: A Causal Labeling Framework. 4952-4959 - Jiong Zhang
Build Faster with Less: A Journey to Accelerate Sparse Model Building for Semantic Matching in Product Search. 4960-4966 - Jujia Zhao
Popularity-aware Distributionally Robust Optimization for Recommendation System. 4967-4973 - Zhishan Zhao, Jingyue Gao, Yu Zhang, Shuguang Han, Siyuan Lou, Xiang-Rong Sheng, Zhe Wang, Han Zhu, Yuning Jiang, Jian Xu, Bo Zheng:
COPR: Consistency-Oriented Pre-Ranking for Online Advertising. 4974-4980 - Yunfeng Zhao
Entire Space Cascade Delayed Feedback Modeling for Effective Conversion Rate Prediction. 4981-4987 - Jiawei Zheng
Dual Interests-Aligned Graph Auto-Encoders for Cross-domain Recommendation in WeChat. 4988-4994 - Ming Zhou
Detecting Social Bot on the Fly using Contrastive Learning. 4995-5001 - Simiao Zuo
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries. 5002-5009
Demo Papers
- Tristan Allard
SNAKE Challenge: Sanitization Algorithms under Attack. 5010-5014 - Sebastian Britner
AQUAPLANE: The Argument Quality Explainer App. 5015-5020 - Yu-Neng Chuang
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. 5021-5025 - Lukas Eder
Contrastive Keyword Extraction from Versioned Documents. 5026-5030 - Yan Fan
Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora. 5031-5035 - Yang Fan Chiang
ParkFlow: Intelligent Dispersal for Mitigating Parking Shortages Using Multi-Granular Spatial-Temporal Analysis. 5036-5040 - Amela Fejza
The µ-RA System for Recursive Path Queries over Graphs. 5041-5045 - Joan Giner-Miguelez
DataDoc Analyzer: A Tool for Analyzing the Documentation of Scientific Datasets. 5046-5050 - Mazhar Hameed
MORPHER: Structural Transformation of Ill-formed Rows. 5051-5055 - Sayed Hoseini
SEDAR: A Semantic Data Reservoir for Heterogeneous Datasets. 5056-5060 - Ido Ikar
EFFECTS: Explorable and Explainable Feature Extraction Framework for Multivariate Time-Series Classification. 5061-5065 - Yuta Koreeda
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics. 5066-5070 - Wojciech Kusa
CRUISE-Screening: Living Literature Reviews Toolbox. 5071-5075 - Baudouin Naline
STREAMER 3.0: Towards Online Monitoring and Distributed Learning. 5076-5080 - Yue Pang
gFOV: A Full-Stack SPARQL Query Optimizer & Plan Visualizer. 5081-5085 - Gan Peng
A Data-Driven Index Recommendation System for Slow Queries. 5086-5090 - Shakshi Sharma
Misinformation Concierge: A Proof-of-Concept with Curated Twitter Dataset on COVID-19 Vaccination. 5091-5095 - Pranav Subramaniam
NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns. 5096-5100 - Siyi Teng
IMinimize: A System for Negative Influence Minimization via Vertex Blocking. 5101-5105 - Sariel Tutay
Cluster-Explorer: An interactive Framework for Explaining Black-Box Clustering Results. 5106-5110 - Jianing Wang
HugNLP: A Unified and Comprehensive Library for Natural Language Processing. 5111-5116 - Heng Yang
PyABSA: A Modularized Framework for Reproducible Aspect-based Sentiment Analysis. 5117-5122 - Zesheng Ye
NP-SSL: A Modular and Extensible Self-supervised Learning Library with Neural Processes. 5123-5127 - Biao Yin
MOSS: AI Platform for Discovery of Corrosion-Resistant Materials. 5128-5132 - Wei Zhou
Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. 5133-5137 - Zefang Zong
An AI-based Simulation and Optimization Framework for Logistic Systems. 5138-5142
Doctoral Consortium
- Praveen Acharya
Towards Effective Modeling and Exploitation of Search and User Context in Conversational Information Retrieval. 5161-5164 - Abdelghani Azri
Towards Improving Accuracy and Computation Cost Optimization of Recommendation Systems. 5165-5168 - Grigor Bezirganyan
Data and Decision Fusion with Uncertainty Quantification for ML-based Healthcare Decision Systems. 5169-5172 - Dongqi Fu
Investigating Natural and Artificial Dynamics in Graph Data Mining and Machine Learning. 5173-5176 - Kislay Raj
A Neuro-symbolic Approach to Enhance Interpretability of Graph Neural Network through the Integration of External Knowledge. 5177-5180 - Omid Shokrollahi
Intersectional Bias Mitigation in Pre-trained Language Models: A Quantum-Inspired Approach. 5181-5184 - Alberto Veneri
Explaining Learning to Rank Methods to Improve Them. 5185-5188 - Kuang-Da Wang
Enhancing Badminton Player Performance via a Closed-Loop AI Approach: Imitation, Simulation, Optimization, and Execution. 5189-5192 - Mingkun Xu
Exploiting Homeostatic Synaptic Modulation in Spiking Neural Networks for Semi-Supervised Graph Learning. 5193-5195
Tutorial Proposals
- Omar Alonso
Some Useful Things to Know When Combining IR and NLP: the Easy, the Hard and the Ugly. 5196-5199 - Krisztian Balog
Tutorial on User Simulation for Evaluating Information Access Systems. 5200-5203 - Nikos Giatrakos
Proactive Streaming Analytics at Scale: A Journey from the State-of-the-art to a Production Platform. 5204-5207 - Collin Leiber
Application of Deep Clustering Algorithms. 5208-5211 - Felipe Moraes
Uplift Modeling: From Causal Inference to Personalization. 5212-5215 - Erasmo Purificato
Leveraging Graph Neural Networks for User Profiling: Recent Advances and Open Challenges. 5216-5219 - Heydar Soudani
Data Augmentation for Conversational AI. 5220-5223 - Pengfei Wang
Tutorial: Data Denoising Metrics in Recommender Systems. 5224-5227 - Bo Xiong
Reasoning beyond Triples: Recent Advances in Knowledge Graph Embeddings. 5228-5231
Industry Day
- Georgios Balikas
Comparative Analysis of Open Source and Commercial Embedding Models for Question Answering. 5232-5233 - Indranil Bhattacharya
RT2S: A Framework for Learning with Noisy Labels. 5234-5235 - Ikram Boukharouba
From User Activity Traces to Navigation Graph for Software Enhancement: An Application of Graph Neural Network (GNN) on a Real-World Non-Attributed Graph. 5236-5237 - Christoph Dorn
Type Theory as a Unifying Paradigm for Modern Databases. 5238-5239 - Roy Eisenstadt
Comparing Fine-Tuned Transformers and Large Language Models for Sales Call Classification: A Case Study. 5240-5241 - Ling Jiang
Proactive and Automatic Detection of Product Misclassifications at Massive Scale. 5242-5243 - Antonio Maiorino
Application and Evaluation of Large Language Models for the Generation of Survey Questions. 5244-5245 - Itzik Malkiel
Harnessing GPT for Topic-Based Call Segmentation in Microsoft Dynamics 365 Sales. 5246-5247 - Michael Miller
Astrolabe: Visual Graph Database Queries with Tabular Output. 5248 - Priyansh Saxena
Vigil: Effective End-to-end Monitoring for Large-scale Recommender Systems at Glance. 5249-5250 - Prathyusha Senthil Kumar
Practical Lessons Learned From Detecting, Preventing and Mitigating Harmful Experiences on Facebook. 5251-5252 - Hacer Turgut
Prod2Vec-Var: A Session Based Recommendation System with Enhanced Diversity. 5253-5254 - Ze Ye
LAMM: Language Aware Active Learning for Multilingual Models. 5255-5256 - Dell Zhang
Unleashing the Power of Large Language Models for Legal Applications. 5257-5258
Workshop Proposals
- Simone Avesani
MODIMO: Workshop on Multi-Omics Data Integration for Modelling Biological Systems. 5259-5262 - Gullal S. Cheema
MUWS'2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media. 5263-5266 - Zheng Chen
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models. 5267-5270 - Rajeev Gupta
Workshop on Enterprise Knowledge Graphs using Large Language Models. 5271-5272 - Soyeon Caren Han
Workshop on Document Intelligence Understanding. 5273-5276 - Masoud Makrehchi
The 3rd International Workshop on Mining and Learning in the Legal Domain. 5277-5280 - Prasenjit Mitra
Info-Wild: Knowledge Extraction and Management for Wildlife Conservation. 5281-5284 - Jun Qi
IoTBDH-2023: The 5th International Workshop on Internet of Things of Big Data for Healthcare. 5285-5288 - Lianyong Qi
International Workshop on Edge-Cloud Intelligence (ECI@CIKM2023). 5289 - Tulika Saha
Workshop On Large Language Models' Interpretability and Trustworthiness (LLMIT). 5290-5293 - Shahroz Tariq
Anomaly and Novelty detection for Satellite and Drone systems (ANSD '23). 5294-5295 - Arijit Ukil
Knowledge-driven Analytics and Systems Impacting Human Quality of Life- Neurosymbolic AI, Explainable AI and Beyond. 5296-5299 - Wenjie Wang
The 1st Workshop on Recommendation with Generative Models. 5300-5303 - Xin Xin
DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval. 5304-5307 - Qingpeng Zhang
Knowledge-enhanced Artificial Intelligence in Drug Discovery (KAIDD). 5308-5310
Resource Papers
- Arian Askari
A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts. 5311-5315 - Hang Dong
Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement. 5316-5320 - Hanyue Du
FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. 5321-5325 - Weronika Lajewska
Towards Filling the Gap in Conversational Search: From Passage Retrieval to Conversational Response Generation. 5326-5330 - Eric Wonhee Lee
PGB: A PubMed Graph Benchmark for Heterogeneous Network Representation Learning. 5331-5335 - Qingquan Li
MUSER: A Multi-View Similar Case Retrieval Dataset. 5336-5340 - ChungYi Lin
CTCam: Enhancing Transportation Evaluation through Fusion of Cellular Traffic and Camera-Based Vehicle Flows. 5341-5345 - Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi:
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. 5346-5350 - Meng-Huan Liu
ContributionSum: Generating Disentangled Contributions for Scientific Papers. 5351-5355 - Junyu Luo
ClinicalRisk: A New Therapy-related Clinical Trial Dataset for Predicting Trial Status and Failure Reasons. 5356-5360 - Steven J. Lynden, Hailemariam Mehari Yohannes, Kyoung-Sook Kim, Adam Jatowt, Akiyoshi Matono, Haitao Yu, Xin Liu, Yijun Duan:
Commonsense Temporal Action Knowledge (CoTAK) Dataset. 5361-5365 - Xueguang Ma
Anserini Gets Dense Retrieval: Integration of Lucene's HNSW Indexes. 5366-5370 - Jamie Morris
ThyExp: An explainable AI-assisted Decision Making Toolkit for Thyroid Nodule Diagnosis based on Ultra-sound Images. 5371-5375 - Yogeswar Lakshmi Narayanan
RePair: An Extensible Toolkit to Generate Large-Scale Datasets for Query Refinement via Transformers. 5376-5380 - Eun-Ju Park
KID34K: A Dataset for Online Identity Card Fraud Detection. 5381-5385 - Francesco Pierri
ITA-ELECTION-2022: A Multi-Platform Dataset of Social Media Conversations Around the 2022 Italian General Election. 5386-5390 - Ji Qi
GOAL: A Challenging Knowledge-grounded Video Captioning Benchmark for Real-time Soccer Commentary Generation. 5391-5395 - Boshen Shi
OpenGDA: Graph Domain Adaptation Benchmark for Cross-network Learning. 5396-5400 - Hugo O. Sousa
TEI2GO: A Multilingual Approach for Fast Temporal Expression Identification. 5401-5406 - Zhongxiang Sun
KuaiSAR: A Unified Search And Recommendation Dataset. 5407-5411 - Yu-Min Tseng, Chung-Chi Chen
DynamicESG: A Dataset for Dynamically Unearthing ESG Ratings from News Articles. 5412-5416 - Xovee Xu
MDCC: A Multimodal Dynamic Dataset for Donation-based Crowdfunding Campaigns. 5417-5421
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