Organizer
| ID | Paper title & Authors |
|---|---|
| N202 | Ontology-Driven Multimodal Framework for Automated Interpretation and Description of Architecture Diagrams Sakthivel Thangaraj, Neelesh Kumar Shukla, and Viji Krishnamurthy |
| N204 | A Robust and Efficient Pipeline for Enterprise-Level Large-Scale Entity Resolution Sandeepa Kannangara, Arman Abrahamyan, Daniel Elias, Thomas Kilby, Nadav Dar, Luiz Pizzato, Anna Leontjeva, and Dan Jermyn |
| N206 | RAG-CUE: Actionable and Unified Evaluation for Retrieval-Augmented Generation Systems Prabhat Kumar Prabhakar, Neelesh Kumar Shukla, and Viji Krishnamurthy |
| N212 | Auto-reconfigurable Storage Structure to Minimize Read Access Time of Time-Series Data in Digital Twins Takafumi Onishi and Yasuhiko Kanemasa |
| N215 | FeatureCuts: Feature Selection for Large Data by Optimizing the Cutoff Andy Hu, Devika Prasad, Luiz Pizzato, Nicholas Foord, Arman Abrahamyan, Anna Leontjeva, Cooper Doyle, and Dan Jermyn |
| N221 | Generalizing Vehicle Energy Consumption Models: Introducing the Large Energy Model Concept Shinhoon Kim, Vishnu Raghupathy, Yongkang Liu, Keisuke Niimi, Takahiro Mochihara, and Jiawei Yong |
| N223 | EiFormer: Improving Inverted Transformers for Efficient Time Series Forecasting in Large-Scale Spatial-Temporal Data Jiarui Sun, Chin-Chia Michael Yeh, Yujie Fan, Xin Dai, Xiran Fan, Zhimeng Jiang, Uday Singh Saini, Vivian Lai, Junpeng Wang, Huiyuan Chen, Zhongfang Zhang, Yan Zheng, and Girish Chowdhary |
| N225 | S2TKD: Dual-Student Knowledge Distillation for Industrial Visual Anomaly Detection and Localization Changyi Li, Chao Yang, and Yu Xiao |
| N226 | Joining the Dots: Efficient Joins over Parent-Child Ordered Postings Lists Karthikeyan Ramasamy, Yupeng Fu, Jinny Wang, Philip Chan, Tejas Naik, George Zhai, and Shubham Gupta |
| N235 | Cash-flow Prediction Model Using Graph Neural Networks and Spatiotemporal Information from Double-entry Bookkeeping Data Ryoki Motai, Masato Kamebuchi, Sora Watanabe, Ryo Matsumoto, Keiichi Azuma, and Yukihiko Okada |
| N238 | Taxonomy-based Negative Sampling In Personalized Semantic Search for E-commerce Uthman Jinadu, Siawpeng Er, Le Yu, Chen Liang, Bingxin Li, Yi Ding, and Aleksandar Velkoski |
| N245 | FraudCenGCL: Role-Aware Graph Contrastive Learning for Low-Homophily Fraud Detection Seonkyu Lim, Jeongwhan Choi, and Jaehoon Lee |
| N248 | Exploiting the Randomness of Large Language Models (LLM) in Text Classification Tasks: Locating Privileged Documents in Legal Matters Keith Huffman, Jianping Zhang, Nathaniel Huber-Fliflet, and Fusheng Wei |
| N251 | Disinformation Analysis on Telegram: A Metadata-Centered, Privacy-Aware Dataset Jeong-Eun Choi, Karla Schäfer, York Yannikos, and Martin Steinebach |
| N252 | A Dual Knowledge Graph-Driven Computation of SDG Indicators Wissal BENJIRA, Nicolas TRAVERS, Faten ATIGUI, Bénédicte BUCHER, and Malika GRIM-YEFSAH |
| N254 | CleverCatch: A Knowledge-Guided Weak Supervision Model for Fraud Detection Amirhossein Mozafari, Kourosh Hashemi, Erfan Shafagh, Soroush Motamedi, Azar Taheri Tayebi, and Mohammad Tayebi |
| N256 | Serverless GPU Architecture for Enterprise HR Analytics: A Production-Scale BDaaS Implementation Guilin Zhang, Wulan Guo, Ziqi Tan, Srinivas Vippagunta, Suchitra Raman, Shreeshankar Chatterjee, Ju Lin, Mary Schladenhauffen, Shang Liu, Jeffrey Luo, and Hailong Jiang |
| N258 | Practical HTAP in the Cloud: Evaluating TiDB against OLTP and OLAP Systems Manvi Kishore and Jin Soung Yoo |
| N260 | LLM on a Budget: Active Knowledge Distillation for Efficient Classification of Large Text Corpora Viviana Luccioli, Rithika Iyengar, Ryan Panley, Flora Haberkorn, Xiaoyu Ge, Leland Crane, Nitish Sinha, and Seung Jung Lee |
| N261 | Automated Single-Turn Solution Recommendation System for Software IT Support Tickets Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Ruchi Mahindru, Martin Franz, Hans Florian, and Salim Roukos |
| N264 | Automated structural testing of LLM-based agents: methods, frameworks and application to case studies. Jens Kohl, Otto Kruse, Youssef Mostafa, Andre Luckow, Karsten Schroer, Thomas Riedl, Ryan French, David Katz, Manuel Luitz, Tanrajbir Takher, Ken Friedl, and Celine Laurent-Winter |
| N265 | Improving Greenland Bed Topography Mapping with Uncertainty-Aware Graph Learning on Sparse Radar Data Bayu Adhi Tama, Homayra Alam, Mostafa Cham, Omar Faruque, Jianwu Wang, and Vandana Janeja |
| N273 | CryptoFusion: A Temporal Graph-Aware Transformer Framework for Robust Cryptocurrency Forecasting and Adaptive Portfolio Optimization Abhishek Joshi, Alihan Hadimlioglu, and Nikhilesh Krishnakumar Verma |
| N284 | BroadGen: A Framework for Generating Effective and Efficient Advertiser Broad Match Keyphrase Recommendations Ashirbad Mishra, Jinyu Zhao, Soumik Dey, Hansi Wu, Binbin Li, and Kamesh Madduri |
| ID | Paper title & Authors |
|---|---|
| N201 | Scaling Predictive Power: An Empirical Study of Neural Network Ensembles for Cross-Sectional Returns Beier Liu, Xushu Dai, and Haiyun Zhu |
| N208 | An Integrated Deep Learning Framework for Trading Card Grading: Design, Deployment, and Evaluation Lutfun Nahar, Md. Saiful Islam, Mohammad Awrangjeb, and Rob Verhoeve |
| N214 | Cross-Platform E-Commerce Product Categorization and Recategorization: A Multimodal Hierarchical Classification Approach Lotte Gross, Rebecca Walter, Nicole Zoppi, Adrien Justus, Alessandro Gambetti, Qiwei Han, and Maximilian Kaiser |
| N216 | SPFFNet: Strip Perception and Feature Fusion Spatial Pyramid Pooling for Fabric Defect Detection Peizhe Zhao and Shunbo Jia |
| N217 | The Convergence of Sports, Technology, and Personalization Jacob Fagin, Rivver Gonzalez, Hanish Moola, and Varun Chugh |
| N222 | Feasibility of Privacy-Preserving Entity Resolution on Confidential Healthcare Datasets Using Homomorphic Encryption Yixiang Yao, Joseph Cecil, Praveen Angyan, Neil Bahroos, and Srivatsan Ravi |
| N227 | LLM-Enhanced Semantic Clustering for Predictive Industrial Incident Detection: A Zero-Shot Approach to Safety Analytics Magzhan Kairanbay, Basaveswar Reddy Mora Reddy, Sayed Ahmed Khalaf, Ali Alshehab, and Ahmed Bahar |
| N230 | Optimizing Product Deduplication in E-Commerce with Multimodal Embedding Aysenur Kulunk, Berk Taskin, M. Furkan Eseoglu, and H. Bahadir Sahin |
| N231 | A Two-Stage Framework for Explainable Clustering in Public-Sector Analytics: Algorithm Selection and Post-Hoc Validation Jorge Queiroz |
| N232 | SegmentAndClassify: A Two-Stage Model for Large Scale Named Entity Recognition Bin Li |
| N237 | High Performance Fraud Detection at Scale Nitish Garg, Neeraj Vashistha, Varun Chugh, Nana Yaw Essuman, and Subigya Upadhyay |
| N239 | Privacy-Preserving Synthetic Dataset of Individual Daily Trajectories for City-Scale Mobility Analytics Jun'ichi Ozaki, Ryosuke Susuta, Takuhiro Moriyama, and Yohei Shida |
| N242 | When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data with Generative AI for Early Stopping Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, and Joonhyuk Kang |
| N243 | Multi-Modal Vision vs. Text-Based Parsing: Benchmarking LLM Strategies for Invoice Processing David Berghaus, Armin Berger, Lars Hillebrand, Kostadin Cvejoski, and Rafet Sifa |
| N247 | Accelerating Industrial Geological Stratification from Well Logs with Deep Learning and Statistical Constraints Yuchen WANG, Ghali LARAQUI HOUSSAINI, Yuchen Hou, Shwetha Salimath, Sylvain Wlodarczyk, and Francesca Bugiotti |
| N250 | Adoption-weighted Technology Function Matrix for Big Data Patent Analytics in Smart Elderly Care Usharani Hareesh Govindarajan, Qian Gui, Gagan Narang, and Alessandro Galdelli |
| N257 | Mix-of-Overlap: Enhancing Retrieval-Augmented Generation with Multi-Overlap Chunking Mahdi Ben Ameur, Mohamed Ali Fathallah, and Takoua Abdellatif |
| N259 | Adaptive Fraud Detection via Meta-Learning with KAN and Ensemble Strategies Medabalimi Ravi Kumar, Harshitha Munukoti, Mohammed Hassan Khan, Nikhil Gumasthi, Pushpak Agarwal, Saurav Singla, and Satyaprasad Rao |
| N263 | Improving LLM Retrieval with GraphRAG-SF: Semantic Filtering for Graph-Based RAG Systems Mohammad-Parsa Hosseini, Ankit Shah, Connie Miao, and Wei Wei |
| N271 | LLM-Modulo-Rec: Leveraging Approximate World Knowledge of LLMs To Improve eCommerce Search Ranking Under Data Paucity Ali El Sayed, Reihaneh Gh. Roshan, Sathappan Muthiah, and Nikhil Muralidhar |
| N274 | Beyond Characters: Position-Aware Metric and a Lightweight LLM for Low-Resource Bangla Punctuation Restoration Md Mehedi Hasan, S M Jishanul Islam, AKM Shahariar Azad Rabby, and Fuad Rahman |
| N283 | EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents Yuhui Yun, Huilong Ye, Jingfeng Deng, Ruojia Li, Xinru Li, Li Li, and Haoyi Xiong |
| N203 (Abs.) | Empowering Time Series Forecasting with LLM-Agents Chin-Chia Michael Yeh, Vivian Lai, Uday Singh Saini, Xiran Fan, Yujie Fan, Junpeng Wang, Xin Dai, and Yan Zheng |
| N207 (Abs.) | Question-to-Knowledge (Q2K): Multi-Agent Generation of Inspectable Facts for Product Mapping Wonduk Seo, Taesub Shin, Hyunjin An, Dokyun Kim, and Seunghyun Lee |
| N228 (Abs.) | Classification of Strategic Patents under the Scarcity of Labeled Data Kohdai Toyoda, Yoshimasa Utsumi, Ken Kobayashi, and Kazuhide Nakata |
| N266 (Abs.) | Transformers for Payment Transactions via Periodic Positional Encoding and Contrastive Learning Michiharu Yamashita, Mert Kosan, Yong Zhao, Can Liu, Shubham Agrawal, and Chiranjeet Chetia |
| N205 | The Role of Digital Literacy, Career Advancement, and Work-Life Balance in Shaping Job-Hopping among Millennials Abigail Liem and Dicky Syahchari |
| N240 | Retrieval-Augmented Document Embeddings for Adaptive Knowledge Retrieval Fan Wu, Wei-shun Bao, Heke Zhang, Juan Camilo Guevara Gomez, and Zhongning Chen |
| N209 (Abs.) | SEE++: Evolving Snowpark Execution Environment for Modern Workloads Gaurav Jain, Brandon Baker, Joe Yin, Chenwei Xie, Zihao Ye, Sidh Kulkarni, Sara Abdelrahman, Nova Qi, Urjeet Shrestha, Mike Halcrow, Dave Bailey, and Yuxiong He |
| N218 (Abs.) | Semi-Supervised Hyperspectral Food Anomaly Detection Through Batch-wise Distribution Alignment Chi Zhang, Jungkwon Kim, Jeonghyeon Park, Kwangsun Yoo, and Seok-Joo Byun |
| N219 (Abs.) | Data-driven vision and FEM-based sequential optimization for fold-minimized robotic fabric gripping Minh Khang Ngo, ChanHee Won, and Jonghun Yoon |
| N220 (Abs.) | Analyzing #BlackLivesMatter related Social Media Posts published from Racially diverse Geographic Regions in the United States Doron Reid, Esau Hutcherson, Natasha Tonge, Paria Rezaei, Salvatore Giorgi, Sharath Guntuku, and Anietie Andy |
| N236 (Abs.) | Quantifying SME Credit Risk in Receivables Financing with AI-Based Transaction-Level Data Analytics in a Fintech Context Kyung Seo Kim, Chung Man Park, Jae Ho Youn, In Tak Song, Chung Hee Ye, Byung Hee Choi, In Geun Shin, and Jin Yong Park |
| N253 (Abs.) | Clustering Analysis of Railway Delay Incidents: A Case Study of Bangkok’s Airport Rail Link Benchamat Takhwan and Ekkarut Viyanit |
| N279 (Abs.) | A Hybrid Large Vision Model Powered GUI Agent for Walmart MyAssistant Application Qixin Wang, Puneet Girdhar, Yaowei Hu, Dawei Wang, Yifan Wang, Chaitanya Devella, Ayush Dwivedi, Wenlai Guo, Terrence Liu, Manmohan Dogra, Kun Chen, Yu Zheng, Shangwen Huang, Swati Pandey, Balram Mirani, Diwash Pokharel, Greg Hayworth, Han Li, and Xintao Wu |