Daily Schedule
- 08:00 Registration
- 08:45-09:30 Opening Session
-
09:30-10:30
Keynote 1: Prof. Hai Jin
A Unified Approach of Graph Computing: From Foundations to Systems and Beyond
- 10:30-11:00 Coffee break
- 11:00-12:30 Sessions 1, 2, 3, 4, 5
- 12:30-13:30 Lunch
- 13:30-14:30 FPT Tour
- 14:30-16:00 Sessions 6, 7, 8, 9, 10
- 16:00-16:30 Coffee break
- 16:30-18:00 Sessions 11, 12, 13, 14, 15
- 18:00-20:00 Reception
- 08:00 Registration
-
08:30-09:30
Keynote 2: Prof. Xiaofang Zhou
Advanced Similarity Query Processing in Vector Databases
- 09:30-10:30 Demo Session
- 10:30-11:00 Coffee break
- 11:00-12:30 Sessions 16, 17, 18, 19, 20
- 12:30-13:30 Lunch
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13:30-15:00
Panel
AI for Information Management: New Challenges and Opportunities
- 15:00-15:30 Coffee break
- 15:30-17:00 Sessions 21, 22, 23, 24, 25
- 18:30 Conference dinner
- 08:00 Registration
-
08:30-09:30
Keynote 3: Prof. Gao Cong
From AI4DB to Databases for AI: Rethinking Data Systems in the LLM Era
- 09:30-10:00 Coffee break
- 10:00-11:30 Sessions 26, 27, 28, 29, 30
- 11:30-13:00 Sessions 31, 32, 33, 34
- 13:00-13:30 Closing Session
- 15:30-20:00 “7 Mau Coconut Forest” and Hoi An Excursion
Detailed Sessions
Session 1: Advanced Architectures
An Novel Programmable Block Ownership: Unified Visual Integration of Static NFT Assets and Dynamic Subscriber-Controlled Administrative Data in Blockchain (OnSite)
Anh-Khoa Ngo-Ho; Bao-Ngoc Pham; Anh-Khoi Ngo-Ho
DAPU: Dynamic Attribute and Policy Updating Attribute-Based Access Control for Cloud Data Sharing (OnSite)
Zhaoyu Chen; Zinan Shen; Wu Xin; Zhangti Li; Yahui Zhao; Cong Li; Zhonghai Wu
DCS-HTLC: An Environment-Aware Adaptive Protocol for Cross-Chain Atomic Swaps (Online)
Guoqiong Liao; Linfeng Huang; Wei Yu; Jingyu Xu; Liangqiu He; Hongyang Chen
DCSM: Dynamic Controller-Switch Mapping for SDN Controller Load Balancing (Online)
Firas Zobary
Group Distillation for Semi-Supervised Federated Learning in Heterogeneous Edge Computing (Online)
Yibing Wang; Xingjian Lu; Xiaoying Tu
Session 2: Database Engineering
AptMem: Adaptive Page Profiling and Placement for Heterogeneous Memory Systems (Online)
Shan Liu; Hong Gao; Lina Chen; Jinbao Wang
DSEBench: A Test Collection for Explainable Dataset Search with Examples (Online)
Qing Shi; Jing He; Qiaosheng Chen; Kongfa Hu; Gong Cheng
GMVCC: A Multi-Version Concurrency Control Framework for GPU-Accelerated Transaction Processing (Online)
Haodong Lv; Jianpeng Wei; Xiangting Chen; Fangfang Li; Xiaohua Li; Yu Gu; Ge Yu
TabDitFlow: Flow Matching with Diffusion Transformer for Tabular Data Generation (Online)
Yangchen Ou; Jun Fang; Enyu Cui
Task-Oriented Subtable Construction for Column Annotation on Large Tables (Online)
Changlong Wang; Pengjuan Lu; Zhixiong Yin; Wenhao Zhao; Huimei Tian
Session 3: Enterprise and Education Applications
A Chain-of-Thought Guided Framework for Identity Preservation Video Generation in Education (Online)
Junda Wang; Li Li ; Jiwei Li
TRUST-ESD: A Risk-Calibrated and Governance-Aware AI Framework for Enterprise Strategic Decision Support under Uncertainty (Online)
Tian Qiu; Li Yan; Mahabubur Rahman Miraj; Shanqin Yi; Md Intekhab Rahman Galib; Jahid Hasan
Managing Curriculum Knowledge Graphs for Trustworthy Educational Question Answering via Adaptive-Critic RAG (Online)
Yanli Liu; Bin Yang; Heng Zhang
EG-CM: An End-to-End Generative Reasoning Framework for Detecting and Explaining Chinese Harmful Memes (Online)
Xinze Wu; Yaru Zhao; Tingyue Guan; Xueyao Zhang; Yan Li; Binyang Li
Session 4: Prediction
Dyna-CLIM: Dynamic Cross-Layer Attention for Influence Prediction in Multiplex Networks (OnSite)
Weilan Yan; Guohua Chen; Shuangjiao Tang; Chengzhe Yuan; Ronghua Lin; Chengjie Mao; Yong Tang
HARP: Hub-Routed Attention with Linear-Complexity Cross-Stock Interaction for Large-Universe Stock Prediction (Online)
Zekai Chen
HBCGNN: An Inductive GNN Framework for Predicting Historical Betweenness Centrality in Temporal Graphs (Online)
Zhenyu Mao; Ming Zhong; Yuanyuan Zhu; Tieyun Qian; Mengchi Liu; Jeffrey Xu Yu
Multi-Modal Causal Transformers for Social Media Popularity Prediction (Online)
Mingzhu Wang; Dong Zhou; Jianghao Lin; Yongmei Zhou
Physics-Informed Chain-of-Thought Reasoning for Physical Field Prediction (Online)
Yuxin Bai; Xin Bi; Yuxin Feng; Qinghan Jin; Ben-guo He; Yongjiao Sun; Zhen Zhang
Session 5: LLM and NLP
AERO: Adaptive Evaluation for Reliable Optimization in RL-Based Automatic Prompt Optimization (Online)
Xiru Ma; Wei Wang; Di Qiao; Zhuobing Jiang
Budget-Constrained Preference-Aligned Prompt Optimization for Controllable Summarization (Online)
Yide Li
TSP-LLM: A Unified Textual Serialization Framework for Multivariate Spatiotemporal Forecasting via Structured Prompting (Online)
Siyi Liu; Ziyi Lei; Yunxuan Dong
AORS: Atomic Operator Driven Structured Reasoning Framework with Dual-Level Retrieval (OnSite)
Jingyu Zhang; Wenheng Li; Liqiang Xie; Zhijie Zhu; Qianzhen Zhang
IteraTri: Detecting Hallucination of LLM in Knowledge-Intensive QA via Iterative Verification (Online)
Yunsong Wang; Junwei Zhang; Dongjin Yu; Xiaolin Li
FPT Tour
Join us for an exclusive guided tour of the FPT facilities. This one-hour session will showcase the latest innovations, provide networking opportunities with industry leaders, and offer a behind-the-scenes look at our ongoing projects.
Session 6: Recommendation Systems
CARE: Cross-domain Agent-Routed Expert Recommendation via Multi-Agent Collaboration (Online)
Zixuan Yuan; Changdong Wang; Pinghua Chen; Jianhuang Lai
Cross-behavior Knowledge Modeling Based on Mixture-of-Experts for Multi-behavior Recommendation (OnSite)
Yan Wang; Shaoqing Wang; Han Wang; Dongjie Yang; Lexin Han; Fuzhen Sun
Disentangled Representation Learning-based Personalized Tag Recommendation (Online)
Shengwei Qian; Aoran Zhang; Rong Gao; Li Zhang; Yonghong Yu
LIPKE: Multi-Behavior Recommendation based on Long-Short Interest Perception and Knowledge Enhancement (Online)
Zihao Ma; Haibo Liu; Xin Song; Liang Wang; Bo Sun
Session 7: Query Processing
QAQ: Query-Adaptive Quantization for Large Language Model Inference (Online)
Shuxing Li; Shaowei Li; Tuchao Li; Zhaoyang Chen; Yu Yang; Jiaxing Shen
A Join Tree Approach for Efficient Distributed Query Processing on Large-Scale Knowledge Graphs (Online)
Shujun Sheng; Xiaofeng Ding; Huajian Zhou
Efficient GPU-Based Continuous Subgraph Matching on Batch Updates (Online)
Guanghua Li; Xibo Sun; Qiong Luo; Lijun Chang
Just a "Hop" to Efficient Query of Optimal Temporal Paths: A Novel Labeling Approach (Online)
Yufei Sun; Ming Zhong; Yuanyuan Zhu; Tieyun Qian; Mengchi Liu
Query-Aware Adaptive Weight Learning for Multimodal Search of Target Modality (Online)
Yikai Zhang; Liwei Wang; Qing Xie
Session 8: Security and Privacy
A Preprocessing Defense for Adversarial Attacks Using Attention Residual U-Net (Online)
Minh-Tuan Thai; Tan-Sang Nguyen; Duy-An Ha
AT-M-GNN: Adversarial Adaptive GNN Fraud Detector with Multi-granularity Aggregation and Dynamic Threshold (Online)
Qianhui Zheng; Yindong Chen
Efficient Revocable Identity-Based Inner Product Functional Encryption Based on SM9 (OnSite)
Zinan Shen; Zhaoyu Chen; Wu Xin; Zhangti Li; Yahui Zhao; Cong Li; Zhonghai Wu
MC-TCN: Multi-grain Cross-attention Temporal Convolutional Network for Web Attack Detection (Online)
Pan Deng; Yindong Chen
Polynomial-Based Revocation for Attribute-Based Access Control in Secure Cloud Data Sharing (Online)
Yanyang Meng; Meng Wang; Zhibo Sun; Delei Wang; Hong Zhang
Session 9: Semantic Issues
Align and Adjudicate: Structured Semantic Validation for NL2SQL (Online)
Junyan He; Xuhua Huang; Xinyu Xiang; Rong Zhang
Improving Multimodal Entity Linking by Cross-Modality Semantic Consistency (OnSite)
Lei Wang; Richong Zhang; Junfan Chen; Jaein Kim
LLM-Guided Semantic Profiling for Personalized Diversity Movie Re-ranking (Online)
Baofeng Ren; Tianyuan Yang; Boxuan Ma; Shin'ichi Konomi
Column Type Annotation Based on Adaptive Decision Boundary (Online)
Changlong Wang; Wenhao Zhao; Zhixiong Yin; Pengjuan Lu; Huimei Tian
Logical Structure Aware Multi-Relation Extraction for Materials Scientific Literature (OnSite)
Li Mingqian; Jinguo You; Xingrui Huang; Jialin Xu; Chuhan Zhang; Jingmei Tao; Caiju Li; Jianhong Yi
Session 10: LLM and NLP
CAGE-SQL: Diagnostic Mutation Analysis for Execution-Based Text-to-SQL Verification (Online)
Haoyu Gao; Bochen Wu
CMSA: Contrastive Multi-Scale Segmentation Assistant for Generalized Referring Expression (OnSite)
Chuyan Xu; Yang Zou
LexiChem: Shared-Latent Alignment for Faithful Text-to-Molecule Generation in SELFIES Space (OnSite)
Nguyen Khoa; Nam Phan; Phu Nguyen; Duc Phan; Tri Pham; Duc Đang
DRoG: Distance-aware Retrieval and Dual-role Reasoning on Graphs for Large Language Models (OnSite)
Jingyu Zhang; Zhijie Zhu; Wenheng Li; Liqiang Xie; Bangbang Ren
LAMP: LLM-Enhanced Learnable Meta-Path for Heterogeneous Graph Contrastive Learning (Online)
Siqing Li; Xin Cao
Session 11: Recommendation Systems
A Frequency-Domain Denoising and Degree-Sensitive Subgraph Refinement Framework for Multimodal Recommendation (Online)
Yuan Huang; Kuohai Yang
BAMCRec: Behavior-Aligned Multimodal Content Representation Learning for Item Cold-Start Recommendation (Online)
Liuyang Zhang; Jiaqi Duan; Long Yu; Shengwei Tian; Qimeng Yang; Zhezhe Zhu
Graph-Augmented Knowledge Infusion for Dialogue-Based Medication Recommendation (Online)
Jialun Zhong; Yanzeng Li; Sen Hu; Yang Zhang; Teng Xu; Lei Zou
Knowledge-Aware Intent-Guided Subgraph Sampling for Recommendation (OnSite))
Trung-Tin Ta; Hoang-Huy Vo; Nam Thoai
Session 12: Tree-enabled Processing
Efficient Spatio-Temporal Range Retrieval over Videos (Online)
Yuxin Cao; Wenming Wang; Kailin Jiao; Ziqiang Yu; Qianhui Lu; Chaofan Wang
Grove: De-aging by Spawning a Tract of LSM-Trees (Online)
Meng Chen; Chundong Wang
HCLSM: A Cross-Tier LSM-Tree Key-Value Store with NVM-Persisted Concurrent Indexing (Online)
Jiahui Lv; Hong Gao
LAC: Locality-Aware Compaction for Hotspot Range Queries in LSM-trees (Online)
Yijie Zhang; Ji Li; Jiqing Song; Chuanwen Li; Shuai Tang; Guodong Wang
ReVerTree: Recursive Verification Tree for Self-Checking Mathematical Reasoning (Online)
Chengsong You; Taolin Zhang; Qizhou Chen; Chengyu Wang; Xiaofeng He
Session 13: Community-based Issues
CoaGrap-WLP: COmmunity-Aware GRAph Partitioning via Weighted Label Propagation (Online)
Hongan Yu; Chenchen Pan; Zhihan Fu; Junli Liu; Weiwei Gu; Gang Lu
A Comprehensive Dataset and Benchmark for Empathetic Responses in Online Communities (Online)
Shihao QI; Jiayui Lyu; Ming Liao; Xiang Rong; Jing Li
Deep Multi-Scale Graph Synthesis with Community Information under Differential Privacy (Online)
Mingyue Li; Bingxiao Dong; Ruizhong Du; Chunfu Jia
QSER: Query-Conditioned Sparse Expert Routing for Community Search over Heterogeneous Information Networks (Online)
Guanning Li; Junxiao Li; Ji Li; Jiaquan Li; Chuanwen Li
Session 14: Knowledge Graphs
OMEGA: Expert-Specialized Local Path Composition for Knowledge Graph Rule Learning (Online)
Cheng Jun Li; Yue Feng He; Chong Mu; Li Zong Zhang; Xiang Jun Shi; Lei Gao; Xuanjing Ye
CARE-KGQA: Refusal-Aware Answerability Recovery for Knowledge Graph Question Answering (Online)
Kaige Kong; Zili Zhou
Poison Federated Knowledge Graph Embeddings under Noisy Conditions (Online)
Yi Cha; Meiyi Xie
Selective Two-Hop Enhanced Aggregation for Few-Shot Knowledge Graph Completion (Online)
Yihao Zhang; Yongli Wang; Honghua Huan; Xiaohong Zheng
Session 15: LLM and NLP
Combining Behavioral Economics-Driven Incentive Design with LLM Fine-Tuning for VCS (Online)
Xiaoyu Zhu; Yuntao Wu; Kanghui Chen; Tian Qinglong; Yueyi Luo
FinScale: Adaptive Test-Time Scaling for LLM-Based Multimodal Financial Data Analytics (Online)
Boyang Yin; Ying Liu; Bin Zhang
PCTC: Proof-Carrying Tool Calls for MCP-Enabled LLM Agents in Financial Data Services (Online)
Boyang Yin; Ying Liu; Bin Zhang
AlphaCon: An LLM-powered In-Context Adaptation Framework for Alpha Generation (Online)
Yiheng Sun; Yanyan Shen; Zhaoyang Liu
LLM-aligned Contrastive Signed Graph Convolutional Networks for Accurate Academic Early Warning (OnSite)
Shengzhe Fang; Jiaojiao Huang; Yuxuan Xie; Mingliang Hou; Xiao Zheng; Fei Hao
Quotation-Based RAG for Privacy-Aware Personalized Dialogue Generation Grounded in a Historical Figure’s Philosophy (OnSite)
Tetsuya Kitahata; Kazuhiro Seki; Akiyo Nadamoto
Session 16: Neural Networks and Learning
Design Space for Degree-related Fair Graph Neural Networks (Online)
Taiki Ishisaki; Yuya Sasaki
Graph Topology Information Enhanced Heterogeneous Graph Representation Learning (Online)
He Zhao; Zhiwei Zeng; Yongwei Wang; Chunyan Miao
Incorporating Line Graph Topology Feature in Graph Convolutional Network (OnSite)
Shupeng Li; Junming Zhou; Shuangjiao Tang; Chengzhe Yuan; Ronghua Lin; Chengjie Mao; Yong Tang
Positive Anchoring and Background Separation for Imbalanced Web Graph Learning (Online)
Chenglei Wu; Mingjian Guang
Session 17: Crowdsourcing
M-DPTD: A Differential Privacy Framework for Trajectory Data in Mobile Crowdsensing (OnSite)
Zhe Gu; Jun Tao; Haotian Wang
PBMA: A Privacy-Preserving Bi-Objective Multi-task Assignment Scheme for Mobile Crowdsensing (Online)
Delei Wang; Hong Zhang; Zhibo Sun; Meng Wang; Yanyang Meng
Privacy-Aware Optimizing Multi-Platform Collaboration for Task Assignment in Spatial Crowdsourcing (Online)
Kaiyu Hu
Execution-Aware Task Recommendation with Competitive Assignment in Spatial Crowdsourcing (Online)
Dewei Ma; Liwei Deng; Kai Zheng
Session 18: Time Series
A Hybrid Index for Time Series Similarity Search (OnSite)
Jie Zhang; Peng Wang; Wei Wang
COHERE: Collaborative Hypergraph Prototype Learning for Multivariate Time Series Anomaly Detection (Online)
Mo Li; Yuanxiang Zhu; Yue Sun
Enterprise Credit Risk Assessment Based on Tri-Modal Adaptive Decision Fusion (Online)
Shengjie Li; Changjian Fang
FinTSQA: A Benchmark for Financial Time Series Question Answering (Online)
Yaoshu Ouyang; Xiping Liu; Wei Peng; Zhao Tan
UMT-Patch: A Unified Scheme for Multivariate Time Series Forecasting with Patching (Online)
Nan Wang; Jialiang Peng; Ahmed A. Abd El-Latif
Session 19: Machine Learning
An Assault Crime Risk Assessment Method Based on Machine Learning and Bayesian Network (Online)
Zhuangtian Wang; Zhu Zhu; Kexin Liu
MREF and MREF-GAT: A Progressive Multimodal Framework for Anonymous Traffic Classification under TLS Noise (Online)
Taoyu Ye; Yixing Zhou
Stable Relational Neighborhood Sampling under Optimizer Plan Regression (Online)
Zhengyang Zhou
ρ-Approximate Continuous DBSCAN-based Clustering Over High Speed Streaming Data (Online)
Dahai Zhou; Jiahao Geng; Rui Zhu; Zhen Zhang; Chunhong Li
Session 20: Workshop NRSMA
A Relearning-based Framework for Fine Crop Classification and UAV Agricultural Landscape Monitoring (Online)
Li Cao; Kaijun Yang; Jiawang Ge; Hang Liu; Haibo Zeng; Chao Yang; Hua Zhang; Cen Su; Fulin Zhang; Chenchao Xiao
AgriFlow: Translating Natural Language Agricultural Queries into Executable Remote Sensing Workflows (OnSite)
Cao vu Bui
FPC-UNet: A Dual-Stage Calibration Network for UAV-based Rice Field Segmentation (Online)
Kaijun Yang; Yan Wang; Guangwei Liu; Sheng Wang; Xiaohui Huang
Tree Species Classification in the Ningxiang Mining Area Using Integrated UAV Hyperspectral and LiDAR Data (Online)
Zifang Yi
Session 21: Neural Networks and Learning
AV-MultiDet: Frame-level Multimodal Learning for Fine-grained Deepfake Detection and Temporal Localization (OnSite)
Tran-Ngoc-Tran Le; Ngoc-Phuong-Linh Nguyen
Continuous-Time Modeling of Crypto Limit Order Books with Liquid Neural Networks (Online)
Qiankang Xu; Linhan Linhan; Mingzhan Yang; Jingjing Wang; Ziwei Yan; Tanre Liu; Kai Lei
CRISP: Category-Role Informed Sheaf Propagation Network (Online)
Yuhao Wang; Xiangdong Zou; Kai Du; Chengbo Yu; Hui Li
TransDyG: An Anomaly Detection Method Integrating Dynamic Graphs and Transformers (Online)
Yunxiang Wang; Shanhe Niu; Ruiqi Wang; Bo Jiang; Boya Yang; Baoxu Liu
Session 22: Traffic Management
EAST: Embedding-Aligned Modality Adaptation for Large Language Model-Based Traffic Forecasting (Online)
Siya Qiu; Liang Du; Chuxuan Zeng; Ling Deng; Qiong Luo; Jing Tang
PQ-STM: Pattern-aware and Query-guided Spatiotemporal Modeling for Traffic Forecasting (Online)
Yangnan Xu; Hengyu Liu; Zhihong Cui; Mingxing Shao; Tiancheng Zhang; Minghe Yu; Fangling Leng; Ge Yu
Rule-Grounded Reasoning for Traffic Video Question Answering with Regulation Knowledge Graphs (Online)
Daijie Zhu; Yuchen Pan; Xin Hu; Long Li; Zedong Liu; Jie Zhao; Xiangyu Song
Spatio-Temporal Graph Prompt Interaction for Traffic Speed Forecasting (Online)
Kun Chen; Lei Zhang; Yutong Wu; Bailong Liu; Fuyang Zhang; Zixin Zhang
Session 23: Workshop KGMA
Digital Trust, AI-Enabled Phishing, and Fraud Victimization: A User-Centric Web Security Study (Online)
Quoc Tran-Nam; Hoang Minh Quan Dang
Learning from Expert Disagreement: Energy-Based Models with Disagreement-Modulated Training for Calibrated Uncertainty Estimation in Pulmonary Nodule Classification (Online)
Manh-Huy Dang; Xuan-Trang Phan-Thi; Thanh-Thao Truong; Hung-Chen Truong; Thanh-Nam Tran
Ontology-Grounded Semantic Entity Retrieval for Digitized Traditional Vietnamese Medicine Literature: A Chatbot-Integrated Framework (OnSite)
Can Huynh Thien; Nam Tran Thanh; Anh Khoa Ngo Ho; Anh-Khoi Ngo-Ho
Safety-Usefulness Relative Shift in Multi-turn Dialogues of Large Language Models (Online)
Wenjing Li; Ruohan Li; Mohan Li
Session 24: Workshop NRSMA
Construction of Ecological-Risk Coupling Network and Comprehensive Resilience Assessment in Dongting Lake Basin (Online)
Xiaohong Jin; Xuan Teng; Han Zhang; Yunfei Zeng; Zhenyu Huang; Xueling Long; Min Jin
Interpretable Sensitivity Analysis of Reservoir Drawdown-Induced Landslides for Monitoring Prioritization (Online)
Weina Li; Min Jin; Si Wang; Xi Li
MineClaim: A Benchmark for LLM-Based ESG Claim Verification and Greenwashing Detection in Australian Mining Reports (Online)
Lujia Yang; Yiheng Lu; Zherui Wang; Yi Ding; Mingchen Ju; Yifu Tang; Zhengyi Yang
Scenario-Oriented Knowledge Organization and WebGIS Visualization of Geological Hazard Inventories for Natural Resources Governance: A Case Study of Xinzhou City (Online)
Yiyue Wang; Xiaohui Huang; Sheng Wang
Session 25: Workshop SemiBDMA
A Benchmark of Small Language Models for Local Text-to-SQL over SQLite (OnSite)
Ha Thang
Deep Learning Based Selectivity Estimation for String Predicates Considering String Length (Online)
Kotaro Sakai; Setsuna Ogawa; Io Sugiura; Takayuki Tsuchida
Template Tree and Knowledge Graph-Based Intelligent Review of Party-Building Materials (Online)
Xue Han
Voice Activity Detection Using CLBP-Based Texture Encoding on Spectral Features (OnSite)
Thi-Thu-Hong Phan; Vinh Nguyen
ρ-Approximate kNN-based Continuous Outlier Detection over Semi-Structured Data Stream (Online)
Yunzhe An; Songhan Liu; Zhen Zhang; Chunhong Li; Rui Zhu; Anzhen Zhang; Chuanyu Zong; Tao Qiu
Session 26: Neural Networks and Learning
Balancing Informativeness and Learnability: Difficulty-Stratified Active CoT Distillation (Online)
Liangyu Wei; Baohang Zhou; Kehui Song; Xiaohan Ma; Joon-Young Paik; Tae-Sun Chung; Rize Jin
CLEEF: A Contrastive Learning-Based Embedding Enhancement Framework with Triple-Level Adaptive Selection (OnSite)
Jingyu Zhang; Liqiang Xie; Zhijie Zhu; Wenheng Li; Qianzhen Zhang
Empower Label Propagation in Heterogeneous Information Networks (Online)
Keqi Zhou; Zhiqiong Wang; Jinyi Chen; Xian Zhang; Junchang Xin
FedSketchFair: Efficient and Fair Federated Learning under Domain Skew via Sketch-based Aggregation (Online)
Yuheng Chen; Meifan Zhang; Lihua Yin
Session 27: Trajectory Management
Direction-Guided Conditional Denoising for Uncertainty-Aware Pedestrian Trajectory Prediction (Online)
Yongfei Ye; Zichen Wang; Shilei Kuang; Senzhang Wang
EVT²: Efficient and Verifiable Trajectory Top-k Queries in Hybrid-Storage Blockchains (Online)
Yusen Mao; Zhongming Yao; Junchang Xin; Chenchen Yan; Yumeng Song; Zhongzhong Jiang; Zhiqiong Wang
Spatial Relation Modeling for Trajectory-User Linking via Dual-View Graph Learning (Online)
Zida Liu; Lei Zhang; Yutong Wu; Bailong Liu; Yuhan Min
STMixMamba: A Lightweight Hybrid Model for User Trajectory Forecasting in Location-Based Services (Online)
Meishan Chen; Wei He; Yonghui Xu; Wei Fang; Lizhen Cui
Session 28: Video and Image Processing
Dense Audio-Visual Event Localization with Bidirectional Temporal Cross-Modal Alignment and Boundary-Aware Cross-Scale Collaboration (Online)
Lingling Zi; Xiaoyan Zeng; Xin Cong
High-Confidence Cross-Modal Guided Multimodal Manipulated Media Detection and Localization (Online)
Kexin Zhang
LADI: Logic-Aware Dual Injection for Instruction-Guided Image Editing via Structural-Semantic Disentanglement (Online)
Wenlei Wang; Shuai Xu; Ali Ibrahim Abba
Recognition of Handwritten Python Code in Academic Exam Settings Using a Multi-stage OCR Pipeline (OnSite)
Minh Do; Cong Tam Phan; Hoang Phuc Mai; Ngoc Bao Quang Nguyen; Cao Vu Bui
Session 29: Special Track
Adaptive Retrieval over Dual-Layer Graph Memory for Multi-Hop Question Answering (Online)
Yaru Zhao; Zhitao Chen; Xueyao Zhang; Binyang Li
EvIDS-KG: A Conflict-Aware Psychiatric Knowledge Graph Benchmark with Dempster–Shafer Evidence Representation (Online)
Kang Yao; Congcong Tian; Quanbo Cheng; Zhijie Ren; Weiwei Fu; Jinjiang Cui
Diagnosing Override Regimes in Multi-hop RAG Choosers: Decision-Relevant AUC and Rescue-Hurt Geometry (OnSite)
Qihui Li; Haodong Lu; Ruixin Kang
Graph Structure Purification: A Two-Stage Defense against Structural Adversarial Attacks on GNN-Based Network Intrusion Detection Systems (Online)
Manh-Huy Dang; Xuan-Trang Phan-Thi; Thanh-Thao Truong; Hung-Chen Truong; Thanh-Nam Tran
VeilSearch: Split-Vector Local Differential Privacy for Encrypted Cross-Modal Retrieval (Online)
Yingying Qi; Jiabei Wang; Xugong Qin; Yongbin Zhou
Session 30: Workshop NRSMA
Assessing Long-Term Sustainable Development Goal Progress in China via a Machine Learning-Based Indicator Imputation Method with Bayesian Optimization (Online)
Lu Gan; Yadan Tan; Fu Cheng; Runyu Fan
Geological Hazard Prediction and Visualization System via Multi‑Source Data Fusion and the Poisson‑GAM Model (Online)
Zhu Tao; Shijun Shu; Kan Sun; Yanxia Huang
Weakly Supervised Temporal Semantic Change Detection Using Dense Time-Series Remote Sensing (Online)
Haixu He; Jining Yan
Session 31: Special Track
CorrTie: Correction-aware Tie-breaking for Active Learning with Vision-Language Models (OnSite)
Duc Phan; Tri Thai; Khoa Nguyen; Nhut Nguyen; Duc Dang
DACMRec: A Dual-Level Augmented Contrastive Meta-Learning Model for Next POI Recommendation (Online)
Ruyue Wang; Wei He; Wei Fang
Hierarchical Prototype Reasoning Network for Few-Shot and Zero-Shot Learning (OnSite)
Tu Nguyen Anh; Nhan Tran Huu; Vinh Nguyen
Impact of DICOM Preprocessing Strategies on Chest X-ray Abnormality Detection (OnSite)
Tra Le; Hong Phan; Duy Le; Hoang Tran; Minh Do; Nguyen Hoang
Persistence-Aware Reward Design for Closed-Loop Reinforcement Learning-Based Network Intrusion Defense (Online)
Yen Vy Trinh Nguyen; Le Binh Ho; Tuan Anh Pham; Hoang Tri Nguyen; Hoang Dinh Mai
Session 32: Special Track
A Multi-LLM Collaborative Framework for Chemical Warehouse Safety Assessment with Knowledge Distillation (Online)
Li Xu
A Weakly Supervised Approach to Student–Major Fit Prediction Using Latent Behavioral Factors (Online)
Tran Phong
Assessing Uncertainty in Stock Returns: A Gaussian Mixture Distribution-Based Method (Online)
Yanlong Wang; Jian Xu; Hongkang Zhang; Shao-Lun Huang; Danny Dongning Sun; Xiao-Ping Zhang
Diagnosing Domain Shift in Wav2Vec2-Based Cross-Corpus Speech Emotion Recognition (OnSite)
Tran-Ngoc-Tran Le; Hoang-Anh-Hong Trinh
REM-CaR: Retrieval-Augmented Generation Enhanced Medical Case-based Reasoner (Online)
Zhiliang Li; Beihong Jin; Yuhui Chen; Tao Gong; Yu Fu
Session 33: Special Track
FLESC: Flexible Stripeless Erasure Coding Scheme for In-Memory Storage Systems (Online)
Xiao Li; Guiwen Luo; Yaqiang Zhang; Yaqian Zhao; Jing Wang
MADRQ: A Multi-Agent Demonstration-Guided Framework for Multi-Dimensional Range Query Optimization (Online)
Yabin Liu; Chaokun Wang
Panel-Aware Best-of-K Selection for Mental-Health Support Dialogue (Online)
Kang Yao; Quanbo Cheng; Zhijie Ren; Weiwei Fu; Jinjiang Cui
PBSM: A Prediction-Based Switch Migration Framework for Controller Utilization Reduction in Distributed SDN (Online)
Firas Zobary
Structured Similar-Column Retrieval for Long-Tail Column Type Annotation (Online)
Changlong Wang; Huimei Tian; Wenhao Zhao; Zhixiong Yin; Pengjuan Lu
Session 34: Special and Industrial Tracks
A LLM-powered Multi-agent System for Cross-view Integration in Digital Government Systems (Industrial - OnLine)
Chang Xie; Haoyi Shang; Canqiang Li; Keman Huang
A Blockchain-Based Framework for Fine-Grained Fair Data Trading with Verifiable Policy Compliance (Online)
Hai Liang; Peng Chen; Changsong Yang; Yujue Wang; Yong Ding; Qianhong Wu
SADA: Balancing Attack Strength and Visual Fidelity in Unrestricted Adversarial Attacks (Online)
Hui Li; Yanrong Lu; Wencheng Yang; Ji Zhang; Taotao Cai; Kaize Shi
Sensitive Data Protection for Text-to-SQL Tasks in Large Language Models (Online)
Weiwei Yang; Junrui Lu; Rize Jin; Joon-Young Paik
The First 3D Integrated Web-based Seft-Visualization Blockchain Structure (OnSite)
Anh-Khoa Ngo-Ho; Hoang-Du Thach; Anh-Khoi Ngo-Ho
Demo Track
THESIS-CHECKER: An LLM-Based Configurable Service for Thesis Compliance Review (Online)
Ruixiao Huang; Ruize Gao; Weilong Ding; Zihang Yin; Zhuofeng Zhao
DySRec: Dynamic Context-Aware Psychometric Scale Recommendation via Multi-Agent Collaboration (Online)
Yanzeng Li; Xiaoning Cao; Jialun Zhong; Jianpeng Hu; Jiangshan Tan; Ningning Liu; Feng Xiang; Shasha Han
TraceTG: A Trustworthy Testing Platform for Developing a Temporal Graph Database Management System (Online)
Jinghe Song; Jiacheng Chen
iCoLoc: An Interactive System for Spatial Co-location Pattern Mining via LLM-Guided Intent and Contrastive Preference Learning (Online)
Xijia Ye; Xinran Xu; Jing Huang; Qi Han; Xuguang Bao
PCTR-Miner: A Tourism Route Recommendation System Based on Circular Co-location Pattern Mining (Online)
Qi Han; Yao Qin; Xuguang Bao
GCSS-Miner: A Graph-Based Co-location Siting System for EV Charging Piles (Online)
Jing Huang; Mingsai Ban; Xuguang Bao
SKTQ: A Privacy-Preserving Continuous Spatial Keyword Top-k Query System in Cloud-Fog Environments (Online)
Xueling Hu; Yiping Teng; Bingfeng Yu; Gang Wang
MMIL-CAD: A Multimodal MIL Visual Analytics System for Clinician-Assisted IBD Diagnosis (Online)
Tianya Zhu; Haiwei Pan
IFQAIR-LLM: Intelligent Financial Question Answering Integrated with Intention Recognition Based on Large Language Model (Online)
Fangshu Chen; JunJun Sun; JunQi Pan; Jiahui Wang
