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ORCID30th DASFAA 2025: Singapore - Part VI
- Feida Zhu
, Philip S. Yu, Akiyo Nadamoto, Ee-Peng Lim, Kyuseok Shim, Wei Ding, Bingxue Zhang:
Database Systems for Advanced Applications - 30th International Conference, DASFAA 2025, Singapore, Singapore, May 26-29, 2025, Proceedings, Part VI. Lecture Notes in Computer Science 15991, Springer 2026, ISBN 978-981-95-4157-7
Language Model
- Yu Yan, Sheng Sun, Zixiang Tang, Teli Liu, Min Liu:
Collaborative Stance Detection via Small-Large Language Model Consistency Verification. 3-20 - Yi Ouyang, Peng Wu, Li Pan:
COOL: Comprehensive Knowledge Enhanced Prompt Learning for Domain Adaptive Few-Shot Fake News Detection. 21-36 - Yan Zhang, Jiaqing Lin, Miao Zhang, Kui Xiao, Xiaoju Hou, Yue Zhao, Zhifei Li:
SCRA-VQA: Summarized Caption-Rerank for Augmented Large Language Models in Visual Question Answering. 37-52 - Jing Fan, Chen Zhu, Han Wu, Fuzhen Zhuang, Deqing Wang, Hengshu Zhu:
Improving Multi-attribute Fairness in LLM-Based Recommenders Through a Mixture-of-Experts Contrastive Learning Method. 53-70 - Ruxue Shi, Hengrui Gu, Xu Shen, Xin Wang:
Harnessing LLMs Explanations to Boost Surrogate Models in Tabular Data Classification. 71-87 - Haowei Wang, Fan Wang, Sudi Xia, Liyi Liu, Xingshen Liu:
RBLU: A Benchmark to Evaluate the Reverse Inference Ability of Large Language Models. 88-105 - Shengyin Sun, Yuxiang Ren, Jiehao Chen, Chen Ma:
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs. 106-122 - Qiyuan Zhang, Yuhua Tang, Jinlong Tian, Mengmeng Li, Xudong Fang:
Annotating Table Metadata with Knowledge-Enhanced Pre-Trained Language Model. 123-138 - Junwei Zhang, Tianheng Wang, Tao Huang, Yupeng Zhang, Pengju Yan, Xiaolin Li:
An Evaluation Framework for Long-Tail Senses in Large Language Models and Word Sense Disambiguation. 139-155 - Feng Hu, Kai Zhang, Ye Liu, Meikai Bao, Xukai Liu, Yanjiang Chen, Gang Zhou, Qi Liu:
Learnable Relational Knowledge Distillation For Language Model Compression. 156-171 - Yuntao Wen, Shen Gao, Chengrui Huang, Yifan Wang, Shuo Shang:
An Immersing Oriented Role-Playing Framework with Duplex Relationship Modeling. 172-187 - Bing Wang, Xinnian Liang, Jian Yang, Hui Huang, Zhenhe Wu, Shuangzhi Wu, Zejun Ma, Zhoujun Li:
SCM: Enhancing Large Language Model with Self-Controlled Memory Framework. 188-203 - Haohan Zhang, Hao Kong, Saizhuo Wang:
Dual-Path Transformer: Aligning Text Embeddings with Market Movements for a New Paradigm of Cross-Modal Financial Time Series Prediction. 204-219 - Yunxiao Zhao, Hao Xu, Zhiqiang Wang, Xiaoli Li, Jiye Liang, Ru Li:
Explaining Black-Box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective. 220-235 - Jiafu Yang, Junyan Chen, Wei Zhang, Yong Liu:
LLM-Driven Evidence Retrieval and Graph Learning for Explainable Rumor Detection. 236-246 - Ruiqi Dong, Zhixuan Liao, Yuhan Ma, Danni Ma, Chenyou Fan:
Who Is Undercover? Guiding LLMs to Explore Multi-perspective Team Tactic in the Game. 247-256 - Ankita Kadam, Felix Vu, Siddheshwari Bankar, Alivia Zhao, Garland Lau, Wan D. Bae, Shayma Alkobaisi:
Content-Based vs. Similarity-Based Deep Learning Approaches for Walkability Assessment. 257-267 - Xiaolei Chen, Jia Chen, Jie Shi, Peng Wang, Wei Wang:
Log Parsing with LLMs Featuring Self-reflection and Continuous Refining. 268-278
Industry Papers
- Mingqian Li, Mo Li, Panrong Tong, Zhongming Jin:
Driver Recipient Selection for Traffic Safety Education via Uplift Modeling. 281-293 - Hengyu Ye, Yulong Song, Zhipeng Bian, Xiaofeng Gao, Guihai Chen, Xin Jin, Zhenli Sheng:
CloudChurn: Optimizing Enterprise Customer Churn Prediction in Cloud Services for Huawei Cloud. 294-307 - Jiacheng Shi, Haibin Wei, Jiang Wang, Xiaowei Xu, Longzhi Du, Taixu Jiang:
ACA-Net: Future Graph Learning for Logistical Demand-Supply Forecasting. 308-319 - Jin Huang, Yu Qian, Zixu Yang, Zhijun Sun:
When Multi-scenario Meets Multi-attribute: Scenario and Attribute-Aware Recommendation with Contrastive Learning. 320-331 - Yongchun Zhu, Jingwu Chen, Ling Chen, Yitan Li, Feng Zhang, Zuotao Liu:
AdaF2M2: Comprehensive Learning and Responsive Leveraging Features in Recommendation System. 332-343 - Xing Tang, Yunpeng Weng, Fuyuan Lyu, Dugang Liu, Xiuqiang He:
A Predict-Then-Optimize Customer Allocation Framework for Online Fund Recommendation. 344-355 - Jiahui Wang, Rui Sun, Fangshu Chen, Wei Zhang, Panpan Feng, Chengcheng Yu:
A Novel Parallel Graph Computing Model for Unsupervised Fraud Detection. 356-367 - Haoyue Zhang, Zhiyuan Zeng, Guoliang Zhang, Hui Zhao, Tianshu Wu, Pengjie Wang, Jian Xu, Bo Zheng, Baolin Liu:
Interpretable Word Representation Learning Framework for Modeling Semantic Relevance in E-commerce. 368-380 - Guoliang Zhang, Gang Zhao, Zhiyuan Zeng, Songyan Liu, Haoyue Zhang, Hui Zhao, Tianshu Wu, PengjieWang, Jian Xu, Bo Zheng, Baolin Liu:
LLM-Based Keyphrase-Augmented Framework for Semantic Relevance Assessment in E-Commerce. 381-393 - Min Fang, Zhihui Fu, Xiangmou Qu, Ruiguang Pei, Jun Wang, Lan Zhang:
OLearning: A Geo-Distributed System for Device-Cloud Collaborative Computing. 394-407 - Yongkang Zhou, Muyang Yan, Junjie Yao, Gang Xu:
ProRAG: Towards Reliable and Proficient AIGC-Based Digital Avatar. 408-419 - Ang Li, Jian Hu, Ke Ding, Xiaolu Zhang, Jun Zhou, Yong He:
Contrastive Scenario-Aware Meta Prompting for Multi-scenario Recommendation. 420-432 - Gaofeng Xu, Runzhe Wang, Guilin Qi, Xiaolong Ye, Yongrui Chen, Yuxin Zhang, Xinbang Dai, Yuan Meng, Shenwen Zhong:
BAG-RAG: Bidirectional Retrieval-Augmented Generation Based on Multi-Layer Semantic Graphs for Budget Auditing QA. 433-445 - Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu:
Harnessing Diverse Perspectives: A Multi-agent Framework for Enhanced Error Detection in Knowledge Graphs. 446-458 - Zhiqiang Wang, Yiping Yang, Junjie Ma:
Relation Discovery via Graph Neural Networks in the Era of Large Language Model. 459-470
Demo Papers
- Chengcheng Yu, Wenqian Zhou, Jiahui Wang, Fangshu Chen, Jiapeng Zhu, Xiang Li:
GraphCBAL-Sys: A Class-Balanced Active Learning System for Graphs. 473-476 - Xiaodong Li, Yan Zhou, Wenkai Liu, Yizhi Zhang, Keren Dong:
KungfuDB: A Low Latency In-Memory Time Series Database for Quantitative Trading Systems. 477-481 - Xiaolin Han, Songliang Bai, Gaukhar Issayeva, Chenhao Ma, Fang Li, Xuequn Shang:
STAR: Spatio-Temporal Trajectory Recovery for Sparse and Uncertain Marine Trajectories. 482-486 - Shuaitao Zhao, Shijie Luo, Xinyuan Lu, Weixiong Rao:
MMKG-RAG: Retrieval-Augmented Generation with Multi-modal Knowledge Graph. 487-491 - Siwei Zhou, Yongchun Gu, Zhao Li, Yangzhen Li, Chengxiang Zhu, Xuanwu Liu, Jiaming Huang, Ming Li, Xuyun Zhang, Minglu Li:
eBASE: Real-Time Battery Swap Recommendation System for eBike Users. 492-496 - Wan D. Bae, Shayma Alkobaisi, Pavleen Kaur:
STREAM: A Framework for Sequence Data Analysis, Modeling, and Anomaly Alerts. 497-501 - Hong Guan, Ansh Tiwari, Summer Gautier, Rajan Hari Ambrish, Lixi Zhou, Yancheng Wang, Deepti Gupta, Yingzhen Yang, Chaowei Xiao, Kanchan Chowdhury, Jia Zou:
Declarative Privacy-Preserving Inference Queries. 502-506 - Linjie Shen, Zhao Li, Kuifen Ma, Saiping Jiang, Wenrui Ma:
Pharmaformer: A Transformer-Based Pharmacokinetic Prediction System. 507-511 - Haonan Yang, Xiangyu Ji, Xin Wang, Yongzhe Jia, Dawei Xu:
QiboGraph: A Knowledge Graph for Traditional Chinese Medicine. 512-515
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