PRICAI 2025: PACIFIC RIM INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE 2025
PROGRAM

Days: Monday, November 17th Tuesday, November 18th Wednesday, November 19th Thursday, November 20th Friday, November 21st

Monday, November 17th

View this program: with abstractssession overviewtalk overview

09:00-10:30 Session 1A: Principle and practice of data and Knowledge Acquisition Workshop (PKAW)
Location: RHLT2
09:00
Bridging Classical Algorithms and Modern AI Models: Towards Data-Efficient and Generalizable Computer Vision
09:00-10:30 Session 1C: Tutorial 1
Location: RHMZ03
09:00
Tutorial: Neural Network Design and Large Language Models (NASL2M) (abstract)
10:30-11:00Coffee Break
11:00-12:30 Session 2A: Principle and practice of data and Knowledge Acquisition Workshop (PKAW)
Location: RHLT2
11:00
Data Profile Generation Framework for Data Utilization
11:20
OfficeMind: Dynamic Agent Collaboration in Multi-Agent Systems for Office Resource Management
11:40
STMMoE: A Spatio-Temporal Multimodal Mixture-of-Experts Model for Urban Traffic Prediction
12:00
ClinAug: Closing the Performance Gap in Medical Error Detection with Low-Cost Augmentation and ClinicalBERT
11:00-12:30 Session 2B: Workshop on Quantum Computing for Search and Optimization Problems
Location: RHMZ02
11:00
Optimizing Qubit Mapping via Spectral Ordering of Input Graphs for QAOA Max-Cut Circuit
11:30
Towards a Quantum Resolution of the Knapsack Problem
12:00
Quantum Annealing for Computing Bandwidth: QUBO Formulations and Solution Strategies
PRESENTER: Qinyu Guo
12:30-13:30Lunch Break
13:30-15:30 Session 3A: Principle and practice of data and Knowledge Acquisition Workshop (PKAW)
Location: RHLT2
13:30
Time-Frequency Self-Supervision and Multi-Adversarial Domain Adaptation
13:50
A Transfer Learning Approach for Fault Diagnosis Based on Frequency-augmented Contrastive Learning
14:10
TaskVAE: Task-Specific Variational Autoencoders for Exemplar Generation in Continual Learning for Human Activity Recognition
14:30
Lie Algebra–Based Semantic Flow for Incompleteness Detection in Summarization
14:50
Guardrails for LLMs: A Comprehensive Review and Case Study on Bias Mitigation for Responsible AI
15:05
Answer Generation for Large-Scale Official Trial Tests in Japanese University Entrance Exams Using RAG
13:30-15:30 Session 3B: Workshop on Quantum Computing for Search and Optimization Problems
Location: RHMZ02
13:30
Quantum Fuzzy Inference Systems: Implementation and a Case Study on Sleep Apnea Detection
14:00
Benchmarking Under Fragility in a Shifting Quantum Landscape
14:30
GRACE: A Grover-Enhanced Actor-Critic Framework for Complex Robotic Manipulation
PRESENTER: Eirini Panteli
13:30-15:30 Session 3C: Tutorial 2
Location: RHMZ03
13:30
Tutorial: Science in the Fifth Paradigm: A Tutorial on Science Discovery with Artificial Intelligence (S5-TDAI) (abstract)
PRESENTER: Tri Minh Nguyen
13:30-15:30 Session 3D: Tutorial 3
Location: RH103
13:30
Tutorial: Adaptive Machine Learning (abstract)
13:30-15:30 Session 3E: Workshop on HIDDEN-RAD: Unlocking Casual Explanations in Medical AI and Beyond
Location: RH104
13:30
Introduction to Hidden-Rad Tasks
14:00
[Keynote] Shared task evaluation in the era of LLMs
14:45
[Keynote] LLM for Hidden causality discovery in radiology report and financial report
15:30-16:00Coffee Break
16:00-17:30 Session 4A: Principle and practice of data and Knowledge Acquisition Workshop (PKAW)
Location: RHLT2
16:00
An Explainable and Teachable Banking Virtual Assistant
16:20
Visibility improvement in Grad-CAM via high-resolution feature maps with FeatUp1
16:35
Explainable Artificial Intelligence for Intrusion Detection in Connected Vehicles
16:55
Surrogate Models of Spiking Neural Networks for Explainability
16:00-17:30 Session 4E: Workshop on HIDDEN-RAD: Unlocking Casual Explanations in Medical AI and Beyond
Location: RH104
16:00
[Invited talk] Retrieval–Reasoning Enhanced Generation for Radiology Reports: Experience from the NTCIR-18 Hidden-RAD Task (abstract)
16:20
[Invited talk] Generating and Self‑Verifying Radiology Findings and Causal Reasoning
16:40
HIDDEN-RAD Task: Using RAG and Tree-of-Thought for Causal Explanation Generation
17:00
[Panel discussion] Hidden-Rad Community Vision: Causal Explanation and Trustworthy AI
Tuesday, November 18th

View this program: with abstractssession overviewtalk overview

09:00-10:30 Session 5A: Tutorial 4
Location: RHLT2
09:00
Tutorial: Evolutionary Neural Architecture Search: Methods and Theory (abstract)
PRESENTER: Yanan Sun
09:00-10:30 Session 5B: Workshop on Artificial Intelligence for Earth and Environmental Science (AIEES)
Location: RHMZ02
09:00
Keynote Talk
10:00
Forecasting Extreme Events in Air Quality with Replay Learning
10:15
Towards Feature-Aware Seafloor Sediment Habitat Mapping via Zero-Shot Retrieval
09:00-10:30 Session 5C: Workshop on Artificial Intelligence for Sustainable Energy Development
Location: RHMZ03
09:00
AI4SED Workshop Opening
09:20
Spatiotemporal Prediction of Hydraulic Fracture Dynamics Propagation Monitoring by Distributed Optical Fiber Based on CNN-LSTM
09:35
Manuscript_AI-Driven OBN Seismic Data Fault Prediction for Complex Ultra-Deepwater Fault Systems
09:50
Research On Clean Alternative Of Oil And Gas Production Coupling Pv, Solar, Steam Heat Storage And Energy Storage
10:05
Microscopic Reservoir Evaluation Technology and Application of Continental Shale Oil Based on Intelligent Core
09:00-10:30 Session 5D: Workshop on Democracy and AI
Location: RH103
09:00
Welcome and Opening Statements
09:10
Human-AI Ecosystem as a basis for AI Governance and Education
10:30-11:00Coffee Break
11:00-12:30 Session 6B: Workshop on Artificial Intelligence for Earth and Environmental Science (AIEES)
Location: RHMZ02
11:00
[Keynote Talk]: Spatio Temporal AI for Environmental Hazards and Early Warning
12:00
Harmonising Community Science Datasets to Model HPAI in Birds in the Subantarctic
12:15
AgriVolT: A Multi-Modal Temporal Vision Transformer for Climate-Informed Commodity Price Forecasting
11:00-12:30 Session 6C: Workshop on Artificial Intelligence for Sustainable Energy Development
Location: RHMZ03
11:00
Development of a Deep-learning-Based Model for Rapid Production Forecasting and Optimization of Mature Waterflooding Fields
11:15
Current Status and Development Prospects of Digital Intelligence Technology in Oil and Gas Well Production
11:30
Dynamic Wake Modelling For Offshore Wind Farms Integrating Multisource Data And Physical Processes
11:45
Study on Fracability Evaluation of Deep Coal Seams Based on Combined Weights and improved Q-learning XGBoost
12:00
Robust Multi-Target Regression for Oil–Gas–Water Three-Phase Flow Rate Prediction Using Magnetic Resonance Technology
12:15
A Knowledge-Guided Multi-Task Learning Method for Drill Cuttings Analysis
11:00-12:30 Session 6D: Workshop on Democracy and AI
Location: RH103
11:00
Societal Implementation of D-Agree: An Online Discussion Platform with AI Facilitation
11:30
Artificial Intelligence in Structural Health Monitoring: Deep Learning Innovations for Predictive Infrastructure Maintenance
12:00
How can technological changes influence the shaping and implementation of public policies?
12:30-13:30Lunch Break
13:30-15:30 Session 7A: Tutorial 5
Location: RHLT2
13:30
Tutorial: Neural Network Reprogrammability: Towards A Unified Framework for Parameter-Efficient Model Adaptation (abstract)
PRESENTER: Feng Liu
13:30-15:30 Session 7B: Workshop on Educational Artificial Intelligence (IWEAI)
Location: RHMZ02
13:30
IWEAI Workshop Opening
13:40
Scholar Data Intelligence and Large Language Model Applications based on SCHOLAT
14:10
SAPR: Structure-Aware Pre-reading and Re-reading Network for Handwritten Mathematical Expression Recognition
14:40
AI literacy as a core component of AI education
15:10
Robust Knowledge Tracing model based on Two-Level Contrastive Learning
13:30-15:30 Session 7C: Workshop on Artificial Intelligence for Sustainable Energy Development
Location: RHMZ03
13:30
Analysis of Productivity under Close-Cutting Hydraulic Fracturing in Deep Coal Seams
13:45
Analysing virtual power plant performance in distribution networks with high DER penetration: A systematic literature review
14:00
Optimisation of microgrids - A comparison of herd-behaviour-oriented meta-heuristics
14:15
An Intelligent Intermittent Operation Optimization Method for Pumping Units under Operational Constraint
14:30
Current situation and prospect of new energy technology in China's oilfields
14:45
MS‑MLI:A Multi‑Source Mud‑Logging Interpretation Model for Intelligent Oil–Gas–Water Layer Recognition
15:00
A Machine Learning Approach for High-Accuracy Condition Diagnosis of ESPCP Wells
15:15
AI-Augmented Magnetic Resonance Technology for Intelligent Multiphase Flowmetering in Oil and Gas Wells
13:30-15:30 Session 7D: Workshop on Democracy and AI
Location: RH103
13:30
AI Agent-Driven Workflow Optimization in Building Engineering Management: From Task Perception, Data Integration to Decision Support
14:00
Detecting and Explaining Deliberative Transformation with the Discourse Quality Index: Insights from Experimental Discussions on Removed Soil in Fukushima
14:30
Negotiating with AI in Africa: Testing a Stakeholder-Driven Platform for Ethical Consensus-Building in Phosphate Mining
15:00
Post-2021 Afghanistan-inflected issues pertaining to the imagination and implementation of online education for girls’ learning
13:30-15:30 Session 7E: Tutorial 6
Location: RH104
13:30
Tutorial: Blockchain, Semantic Web and Decentralized AI (BCSWDAI) (abstract)
15:30-16:00Coffee Break
16:00-17:30 Session 8B: Workshop on Educational Artificial Intelligence (IWEAI)
Location: RHMZ02
16:00
An Investigation into Emotion Recognition Methods and Learning Intervention Strategies for Students Based on Attribute Simplicial Theory
16:20
A Transfer Framework for Cross-Domain Knowledge Tracing
16:40
Advancing Knowledge Tracing through Multi-Granular Representation Learning
17:00
Enhancing Classroom Engagement with AI: Real-Time Speech-Slide Alignment and Attention Monitoring
16:00-17:30 Session 8D: Workshop on Democracy and AI
Location: RH103
16:00
Consensus Building with AI Agents: Towards an Augmented Democracy
Wednesday, November 19th

View this program: with abstractssession overviewtalk overview

09:30-10:30 Session 10: Keynote 1
Location: RHLT1
09:30
Evolutionary Intelligence: From DNA to Deployment (abstract)
10:30-11:00Coffee Break
11:00-13:00 Session 11A: Computer Vision 1
Chair:
Location: RHLT1
11:00
MDGFusion: A Mask-Guided Depth-Reliable Generative Approach for 3D Object Detection via 4D Radar-Camera Fusion (abstract)
PRESENTER: Chenghao Wang
11:20
UniPT: A Unified Representation Pre-Training for Multi-dataset 3D Object Detection (abstract)
PRESENTER: Chenghao Wang
11:40
ReDo-Net: Reconstruction of Depth under Occlusion for 2D and 3D shape analysis of fruits and vegetables (abstract)
PRESENTER: Geoffroy Heurtel
12:00
Extracting Automaton from Video Recognition Model (abstract)
12:20
DEF-YOLO: Leveraging YOLO for Concealed Weapon Detection in Thermal Imaging (abstract)
12:40
Enhanced YOLO11-based Real-time Helmet Detection for Construction Safety (abstract)
PRESENTER: Wei Lou
11:00-13:00 Session 11B: Large Language Model 1
Location: RHLT2
11:00
TLoRA: Tri-Matrix Low-Rank Adaptation of Large Language Models (abstract)
11:20
Can Large Language Models Handle Numeric Constraints? A Comprehensive Study and Solutions (abstract)
11:40
Combining Non-Numerical Text and Numerical Sequences in LLM-based Survival Prediction (abstract)
12:00
Can Large Language Models Play to Win? Game-Theoretic Benchmarks in Poker for Probabilistic Reasoning Evaluation (abstract)
PRESENTER: Xinyu Wang
12:20
Explainable LLM-Guided Evidence Retrieval for Claim Verification using Knowledge Graphs (abstract)
11:00-13:00 Session 11C: Time Series Analysis
Chair:
Location: RHMZ02
11:00
Diff-DTF: Dynamic Temporal Feature Extraction and Refinement with Diffusion Model in Time Series Anomaly Detection (abstract)
11:20
Dynamic-Segment-Masking Pre-Training for Multivariate Time-Series Classification (abstract)
11:40
XicorAttention: Time Series Transformer Using Attention with Nonlinear Correlation (abstract)
12:00
Detecting Domain Shifts in Myoelectric Activations: Challenges and Opportunities in Stream Learning (abstract)
11:00-13:00 Session 11D: Machine Learning 1
Location: RHMZ03
11:00
AURA-Net: Adaptive Uncertainty-weighted Ranking and Attention-driven Network for Generalized Colon Polyp Segmentation (abstract)
11:20
An End-to-end Deep Learning Framework for Alzheimer's Disease Diagnosis by Using Multi-Site and Multi-Modal MRI Data (abstract)
PRESENTER: Qichen Zhang
11:40
AMNN: Uniting Attention Mechanism and Adversarial Contrastive Learning for Adaptive Multimodal Knowledge Graph Completion (abstract)
PRESENTER: Jian Gou
12:00
VRGNet: A Relative Geometric-Driven Network for Point Cloud Registration with Virtual Correspondences (abstract)
12:20
MSPA-STDGN: An Air Quality Prediction Method Based on Multi-Scale Patch-Aware Spatiotemporal Dynamic Graph Network (abstract)
12:40
SegEraser: Augmentation with Linear Segmentation and Contextual Erasing for sEMG Gesture Classification (abstract)
11:00-13:00 Session 11E: Real-World Applications 1
Location: RH103
11:00
RetroLEE: Bridging the Gap Between Synthons in Single-step Retrosynthesis (abstract)
11:20
NewtonPIR: Communication Efficient Single-Server PIR (abstract)
PRESENTER: Pengfei Lu
11:40
Efficient Selection of Low-Fidelity Data for Multi-Fidelity Surrogate Models (abstract)
PRESENTER: Mitra Heidari
12:00
Weighted Epistemic Logic: Skill Assessment and Rough Set Applications (abstract)
12:20
GAN-Prototype: Generative Adversarial Networks for Rapid UX Prototype Generation (abstract)
12:40
OnDeFog: Online Decision Transformer under Frame Dropping (abstract)
11:00-13:00 Session 11F: Online Session

Zoom link: https://vuw.zoom.us/j/96847894946?pwd=nKL382sIvt1tQ8zRDcPyvCdSTl7Uin.1

Password: 407956

Chair:
Location: RH104
11:00
LMSQuant: Learnable Multiscale Post-Training Quantization for LLMs (abstract)
11:20
LID-Drug: A Localized Interactive Domain-Aggregated (LID) Framework for Protein Drug Editing (abstract)
11:40
Bridging Confidence and Competence: Evaluating Self-Assessment Alignment in LLM Mathematical Reasoning (abstract)
12:00
MADCAP: A Multi-Agent Deliberative Framework for Robust Assessment of Open-Ended Questions (abstract)
12:20
ADSC: LLM-Augmented Dual-Stream Cooperative Learning for Robust Automated Essay Scoring (abstract)
PRESENTER: Kexuan Zhang
12:40
PsyChild: A Child-Centric Psychological Companionship LLM with Fine-Grained Multiturn Dialogue Evaluation Benchmark (abstract)
PRESENTER: Tian Wei
13:00-14:00Lunch Break
14:00-16:00 Session 12A: Computer Vision 2
Chair:
Location: RHLT1
14:00
A Skin Cancer Classification Method Based on Genetic Programming with New Region Detection Operators (abstract)
14:20
SFormer: SNR-guided Transformer for Underwater Image Enhancement from the Frequency Domain (abstract)
14:40
Local Context-Aware Buoyancy Prediction for Mussel Farm Floats (abstract)
15:00
SED-SLAM: Enhancing Monocular SLAM under Image Distortions via Spatially Equalized Deep Feature (abstract)
15:10
Learning 3D Proposals in Spatio-Temporal Transformer for Multi-Camera Driving Scene Object Detection (abstract)
14:00-16:00 Session 12B: Large Language Model 2
Location: RHLT2
14:00
LLM-Distilled Surrogate Model for Expensive Multi-Objective Optimization (abstract)
PRESENTER: Bingting Du
14:20
Knowledge Graph Multi-Hop Reasoning Framework Based on LLM and Relation Path Matching (abstract)
14:40
A Little Less Conversation, a Little More Action, Please: Investigating the Physical Common-Sense of LLMs in a 3D Embodied Environment (abstract)
15:00
Best of Both Worlds? A Glance at Efficient Reasoning for LLM-based Machine Translation (abstract)
15:20
TBERT: Bridging Text Generation and Score Regression through Hierarchical Feature Fusion based LLM for Automated Essay Scoring (abstract)
PRESENTER: Hongxing Zhang
15:40
Integrating Sensemaking in a Question-Driven Development Framework for Textual Narrative Reporting Applications (abstract)
PRESENTER: Ruilin Wang
14:00-16:00 Session 12C: Planning, Scheduling, and Optimization
Chair:
Location: RHMZ02
14:00
Boost Cross-distribution Generalization by Expert Multi-head Attention for Capacitated Arc Routing Problem (abstract)
14:20
Scalable Knee-Point Guided Activity Group Selection in Multi-Tree Genetic Programming for Dynamic Multi-Mode Project Scheduling (abstract)
PRESENTER: Yuan Tian
14:40
ERL-BSA: Evolution Strategies-Enhanced Reinforcement Learning for Context-Aware and Workload Balanced Dynamic Bus Scheduling (abstract)
15:00
Simplicity Wins: Benchmarking Evolutionary Multi-objective Optimization Algorithms for Subset Selection Problems (abstract)
PRESENTER: Ke Shang
15:10
Enhanced Vegetation Evolution with Adaptive Mutation and Elite Exchange Strategies (abstract)
14:00-16:00 Session 12D: Machine Learning 2
Location: RHMZ03
14:00
Improving Intent Detection with Hierarchical Multimodal Representation and Triplet Contrastive Learning (abstract)
14:20
Proxy-Mamba: Training-Free Architecture Search for Mamba via Gradient-Weight Correlation (abstract)
14:40
EDGM: Efficient and Dynamic Generative Model for Dataset Distillation (abstract)
15:00
UCTPose: Uncertainty-aware Multi-view 3D Animal Pose Estimation (abstract)
14:00-16:00 Session 12E: Online Session

Zoom link: https://vuw.zoom.us/j/98093485777?pwd=b2W1XfVlWFt3pUByzYW48kQX8o9rXQ.1

Password: 415478

Location: RH103
14:00
Spatio-Temporal Multi-Granularity Gated Recurrent Transformer Model for individual mobility prediction (abstract)
14:20
HFCNet: A Spatial-Frequency Collaborative Multi-Scale Network for Infrared Small Target Detection (abstract)
14:40
Directional Gradient Attacks for Inducing Controllable Detection Errors in DETR-based Models (abstract)
15:00
Focus on What Matters: Object-level Semantic Alignment for Multimodal Named Entity Recognition with multiple images (abstract)
15:20
Bayesianly-Corrected, Bandit-Optimized Multi-Agent LLMs: Rethinking Agents via Control-Theoretic Dynamics (abstract)
PRESENTER: Xunfei Zhu
15:40
Latent Intention-guided Prediction and Planning with Transformer in Autonomous Driving (abstract)
PRESENTER: Runshan Huang
15:50
MEET-Sepsis: Multi-Endogenous-View Enhanced Time-Series Representation Learning for Early Sepsis Prediction (abstract)
14:00-16:00 Session 12F: Online Session

Zoom link: https://vuw.zoom.us/j/96847894946?pwd=nKL382sIvt1tQ8zRDcPyvCdSTl7Uin.1

Password: 407956

Location: RH104
14:00
FluLLM: Speech Fluency Classification Based on Multi-modal Large Language Models (abstract)
14:20
SCD-HDC: A Hallucination Detection and Correction Method for LLMs Based on Syntactic Component Decomposition (abstract)
PRESENTER: Shilong Liu
14:40
Do the Instruction-fine-tuned Large Language Models Challenge Flawed Instructions? A Study on Over-Compliance and Hallucinations (abstract)
15:00
Gradient Reweighting-Based Representation Intervention and Prompting Framework for Emotion Recognition in Conversation (abstract)
15:20
Fine-tuning Alignment of Large Language Models via Label Smoothing and Intermediate Contrastive Learning (abstract)
15:40
FLEX-AD: AutoML for Anomaly Detection via LLM-Guided Feature Generation and Selective Ensembling (abstract)
PRESENTER: Zehao Gong
16:00-16:30Coffee Break
16:30-18:00 Session 13A: Poster Session
Location: Foyer
DisBERT: Discrepancy Modeling with Transformers for Metaphor Detection (abstract)
Fake Money, Real Threat: Fooling Wavelet-Based Banknote Authentication with AdvGAN (abstract)
RALLM-POI: Retrieval Augmented LLM for Zero-shot Next POI Recommendation with Geographical Reranking (abstract)
StructuralCoder: Repository Structure based RAG for Repository-Level Code Completion (abstract)
PRESENTER: Tao Zou
Training strategies for nonlinearity removal from Optical Coherence Tomography signals (abstract)
SAM-Lightning: Segment Anything Model for Efficient Inference and Reduced Memory Footprint (abstract)
A Feature-aware Label Selection Approach Based on Matrix Interpolation Decomposition (abstract)
Multifaceted Mastery: Novel LLM Training for Swedish and Vietnamese with Focus on Data Efficiency and RAG Applications (abstract)
Automated Fabric Defect Detection Using RTMDet: Application in Denim Manufacturing (abstract)
Industrial-Scale Autonomous eXplainable Iterative Learning (abstract)
GLIMPSE: A Lightweight SHAP-Based Framework for Interpretable ALS Biomarker Discovery from Gene Expression Data (abstract)
Scheduling Heuristic Learning via Genetic Programming for Dynamic Flexible Job Shop Scheduling with Heterogeneous Batch Arrivals (abstract)
Dual-branch Mamba based multi-label Anuran species classification (abstract)
Dynamic Balance Sorting and Co-evolutionary Algorithm for Expensive Many-objective Optimization (abstract)
CARGO-IoT: Cost-Aware Repair-based Genetic Optimization for Budget-Constrained IoT Service Composition (abstract)
Industrial Hierarchical Transformer: Process-Aware Patching and Hierarchical Attention for Industrial Tabular Fault Diagnosis (abstract)
LLM-Based Simulation Tool for Clinician-Patient Communication Training: A Dual-Mode AI Approach (abstract)
OminiAdapt: Learning Cross-Task Invariance for Robust and Environment-Aware Robotic Manipulation (abstract)
An Active Structure-learning Strategy for LLMs-based Document-level Event Extraction (abstract)
PRESENTER: Jinming Zhang
Empowering Māori Automatic Speech Recognition through EMD-Based Augmentation (abstract)
Hybrid CNN-LSTM-AE Framework with LLM-Driven Sentiment Analysis for Anomaly Detection within the Cryptocurrency Markets (abstract)
Unveiling Bias in the Autism AI Dataset: A Patterned Sampling Approach for Balanced Learning (abstract)
Player position classification with fuzzy clustering (abstract)
PRESENTER: Tomasz Górecki
Graph of Now and Past Network: A Novel Approach for Dynamic Temporal Graphs Learning (abstract)
AutoSAD: An Adaptive Framework for Streaming Anomaly Detection (abstract)
Affective Resonance to Agency Alignment: Sense of Agency in Human–centered AI (abstract)
Output Structure Simplification to Enhance Transformer-Based Text-to-Workflow Translation (abstract)
PRESENTER: Ardi Oeij
A Novel Ant Colony-Inspired Multi-Agent Collaborative Method for Chinese Grammatical Error Correction (abstract)
In-Vivo Biosensors and Visual Data for Precision Agriculture: a Multimodal Approach for Water Stress Detection in Tomato Plants (abstract)
PRESENTER: Riccardo Pecori
Patching LLMs Efficiently for Edge Devices (abstract)
PGMN: Subgraph Partition-Based Graph Matching Neural Network (abstract)
CLRec: A Contrastive Learning Framework with Enhanced Labeling for Multi-functional LLM-Based Recommendations (abstract)
Enhancing Keyword Spotting in Mongolian Lead-Type Newspapers through Intermediate Encoding within a Multimodal Framework (abstract)
CDFG:Enhancing Chain-of-Thought Distillation with Feedback (abstract)
MoCo-ANA: MoCo-like Adaptive Neighbor Aggregation for Face Clustering (abstract)
A Study on the Performance of Real-Coded Genetic Algorithms for the Circle Packing Problem Using Q-Learning (abstract)
FATS: A Prompt Injection Attack Utilizing Feign Security Agents with Deceptive Few-shots Learning (abstract)
PRESENTER: Yupeng Ren
Model Evaluation with Precision, Recall, and f1 Measure Based on Block-regularized mx2 Cross Validation for Text Corpus (abstract)
A Dual mmWave Radar System Using Density-based Sequential Clustering (abstract)
EffiPerception: A Plug-and-Play Efficiency Enhancement Framework for 2D and 3D Perception Models (abstract)
MC-GNNAS-Dock: Multi-criteria GNN-based Algorithm Selection for Molecular Docking (abstract)
Development of fault trees from safety reports to model process risk using CorEx-ARM framework (abstract)
A Hyper-Heuristic Approach to Bi-Space Search for Bin Packing Problems (abstract)
16:30-18:00 Session 13B: Online Poster Gallery
WaveDSTG: A Multiscale Wavelet-Based Spatio-Temporal Attention for Temporal Knowledge Graphs Reasoning (abstract)
Contrastive Graph Clustering with Structure-Aware Enhancement (abstract)
IB-ToM: Human-AI Coordination for Unseen Partners with Evolving Strategies (abstract)
Temporal Knowledge Graph Reasoning with Evolutionary Patterns and Global Latent Associations (abstract)
Faster Words Memorization: Reaction Time-Aware Interval Repeat Memory Optimization (abstract)
Hebb-inspired Low Rank Adapters for Large Language Models Fine-tuning (abstract)
TFA-DQAS: Temperature-Feedback-Adapted Differentiable Quantum Architecture Search (abstract)
Controlled Cluster Separation for Class Incremental Learning (abstract)
Leveraging Runtime Information for LLM Quantization (abstract)
PRESENTER: Xin Yang
A Logic for Ramsey’s Measurement of Credence (abstract)
Evaluating Semantic Representations in Multimodal Word Grounding (abstract)
RAGCD: Relation-Aware Graph for Cognitive Diagnosis (abstract)
ADR-CSL and SPSA-Assisted Feature Enhancement for Aerial Detection (abstract)
LLM-KGPlan: Long-Horizon Task Planning via Knowledge-Guided Reasoning (abstract)
VGHTCoder Multi-Agent Code Generation with Hypothesis Testing and Verification-Guided (abstract)
Prompt-Driven Knowledge Retrieval in Arabic Medical Agents via Graph-RAG and LLM (abstract)
Thursday, November 20th

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 14: Keynote 2
Location: RHLT1
09:00
The search for quantum advantage in optimisation: myths, maths, and the travelling salesman problem (abstract)
10:00-10:30Coffee Break
10:30-12:30 Session 15A: Best Paper Session
Chair:
Location: RHLT2
10:30
StructCoh: Structured Contrastive Learning for Context-Aware Text Semantic Matching (abstract)
PRESENTER: Ziyuan Gao
10:50
Structure-Aware Dynamic Fusion with Modality Balance for Multimodal KGC (abstract)
11:10
MMAP: A Multi-Magnification and Prototype-Aware Architecture for Predicting Spatial Gene Expression (abstract)
PRESENTER: Hai Dang Nguyen
11:30
Interpreting Safety: A LLM and STPA Approach (abstract)
PRESENTER: Ji Ruan
11:50
Test-Time Recommendation for Safe Medication Combination (abstract)
12:10
Watermarking Counterfactual Explanations (abstract)
10:30-12:30 Session 15B: Large Language Model 3
Location: RHMZ02
10:30
Enhancing LLM Abductive Reasoning through MCMC Premise Retrieval (abstract)
PRESENTER: Yuanyi Wang
10:50
Understanding Cross-Lingual Generalization of English-Centric LLMs: The Role of Representation Similarity and Data Exposure (abstract)
PRESENTER: Suchun Xie
11:10
Text2Omni: A Text-only Training Strategy for MLLMs (abstract)
PRESENTER: Lihua Cai
11:30
Tunnel Vision in Online Discourse: Formalization and Entropy-Based Quantification with LLM-Simulated Agents (abstract)
11:50
From Evolution to Generation: Leveraging LLMs to Redefine Genetic Programming for Symbolic Regression (abstract)
12:10
Adaptive Persona Context Modulation for Personalized Emotional Support Conversation (abstract)
10:30-12:30 Session 15C: Computer Vision 3
Location: RHMZ03
10:30
Prompt Efficient Generation Agent for Skin Lesion Segmentation (abstract)
PRESENTER: Xinxu Xie
10:50
CMoD-VD: Cross-Modal Distillation with Privileged Motion Supervision for Violence Detection (abstract)
PRESENTER: Pierre Lefebvre
11:10
BLAH: Enhancing Small Object Detection via a Bi-Level Interactive Head with Multi-Level Self-Attention (abstract)
11:30
YOLOv8-UT: A Unified Training Approach for Cross-Environment Tree Crown Instance Segmentation in Aerial Imagery (abstract)
10:30-12:30 Session 15D: Machine Learning 3
Location: RH103
10:30
Vim-F: Visual State Space Model Benefiting from Learning in the Frequency Domain (abstract)
PRESENTER: Kun Bian
10:50
D-FRGAT: Event Prediction Technology Based on Temporal Knowledge Graph Reasoning (abstract)
11:10
A Comparative Study of Variational and Vector Encoders in Graph User Matching (abstract)
11:30
Meta Learning-enhanced Iterative Learning Control for Tracking (abstract)
PRESENTER: Shuaiwei Zhang
10:30-12:30 Session 15E: Online Session
Chair:
Location: RH104
10:30
Evolutionary Weight Pruning: A PSO-Based Approach (abstract)
10:50
MACT: Mutation-Aware CNN-Transformer for ESG Forecasting (abstract)
11:10
Multi-Stage Variance-Controlled Gradient Updates: Toward Robust Continual Learning (abstract)
11:30
Improving Nystrom Spectral Clustering with Unsupervised Vector Quantization and Incomplete Cholesky Decomposition (abstract)
11:50
Prompt Attacks and Safeguards in Large Language Models: A Survey (abstract)
12:10
Prompt-Enhanced Multimodal Learning for Robust Sentiment Analysis with Incomplete Data (abstract)
12:30-13:30Lunch Break
13:30-15:30 Session 16A: Large Language Model 4
Location: RHLT2
13:30
A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction (abstract)
13:50
CLIP-LMFA: Few-Shot Anomaly Detection via Large Language Model-Driven Hybrid Prompts and Multi-Scale Adaptive Fusion (abstract)
14:10
Towards Automation in Log Parsing: Auto-Prompt Optimization with Natural Language Gradients (abstract)
14:30
Learn from the Past: Language-conditioned Object Rearrangement with Large Language Models (abstract)
14:50
PTFA: An LLM-based Agent that Facilitates Online Consensus Building through Parallel Thinking (abstract)
15:10
Towards Autonomous Building Construction: A Multi-Agent Framework Leveraging Large Multimodal Models (abstract)
13:30-15:30 Session 16B: Machine Learning 4
Chair:
Location: RHMZ02
13:30
Enhancing the Forward Forward Algorithm with Label Based Similarity for Improved Neural Network Training (abstract)
13:50
BMSR: A Bidirectional Multi-hop Predictor with Structure-aware Ranking Loss for NAS (abstract)
14:10
More Imperceptible Adversarial Attack Method on Graph Neural Networks (abstract)
14:30
CoTraX: An Efficient Parallel Training Method for On-Policy Deep Reinforcement Learning (abstract)
PRESENTER: Hao Dai
14:50
SWD-HTM: An novel Hierarchical Temporal Memory Model Integrating Optimal Transport and Sparse Autoencoder (abstract)
PRESENTER: Ye Wang
13:30-15:30 Session 16C: Real-World Applications 2
Location: RHMZ03
13:30
UniTCP: Traffic Prediction via UniBasis Spectral Filtering and Temporal Convolutional Projection (abstract)
PRESENTER: Guoting Chen
13:50
CASD: An Accelerated Sampling Framework for ECG Denoising (abstract)
14:10
Automated Design of Neural Networks for River Flow Prediction using Weather Data (abstract)
PRESENTER: Junhao Huang
14:30
Subset Selection for Stratified Sampling in Online Controlled Experiments (abstract)
14:50
BERT-TCPE: A Term-Class Probability-Enhanced BERT Framework for Uncertainty-Aware Medical Text Classification (abstract)
13:30-15:30 Session 16D: Online Session
Chair:
Location: RH103
13:30
Enhancing Graph Anomaly Detection with Contrastive Pre-training and Pseudo-label Learning (abstract)
13:50
LN_Net: Lightweight Non-interventionist Network for Weakly-Supervised Video Anomaly Detection (abstract)
14:10
PCGS: Pose Conditioned Generative Steganography (abstract)
14:30
MASM-Net: A Multi-Scale Adaptive Mamba Network for Cuffless Blood Pressure Estimation Using Photoplethysmographic Signals (abstract)
PRESENTER: Peiyu Fan
14:50
Wind Power Curve Data Cleaning Model Based on LOF-ITSM (abstract)
15:10
HGTUL: A Hypergraph-based Model For Trajectory User Linking (abstract)
13:30-15:30 Session 16E: Online Session
Chair:
Location: RH104
13:30
Training-free Clothing Region of Interest Self-correction for Virtual Try-On (abstract)
PRESENTER: Shengjie Lu
13:50
A Vision-Language Fusion Framework for Ethnic Minority Costume Image Captioning (abstract)
PRESENTER: Yujing Huang
14:10
Improved GJO optimized CNN-BiLSTM-Attention touchdown speed prediction model (abstract)
14:30
BAD: Bidirectional Attention-Guided Distillation for Object Detection (abstract)
14:50
Towards Effective Event Argument Extraction via Enhanced Contextual Understanding (abstract)
15:10
Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift (abstract)
Friday, November 21st

View this program: with abstractssession overviewtalk overview

09:00-10:00 Session 18: Keynote 3
Location: RHLT1
09:00
Solving occlusion for complete plant models with accurate 3D metrics (abstract)
10:00-10:30Coffee Break
10:30-12:30 Session 19A: Machine Learning 5
Location: RHLT2
10:30
InteractiveVideo: Personalize Your Video with Synergistic Multimodal Instructions (abstract)
10:50
CluRF: Combining Unsupervised Clustering with Explainable Ensemble Learning for Risk Prediction (abstract)
11:10
Generalized Few-Shot Node Classification via Training Set Refinement (abstract)
11:30
Metric learning for multi-image super-resolution (abstract)
10:30-12:30 Session 19B: Evolutionary Learning, Transfer and Continual Learning
Location: RHMZ02
10:30
Lightweight Neural Architecture Search via Training-free ZiCo-Block Evaluation (abstract)
10:50
A Consistent Lebesgue Measure for Multi-label Learning (abstract)
11:10
Reasoning from Norms to Collective Agency (abstract)
11:30
Evolving Task-Specific Fine-Tuning Strategies in Transfer Learning (abstract)
11:50
Enhancing Replay-Based Continual Learning via Predictive Uncertainty Controller (abstract)
12:10
Predict Social Economic Outcomes by Transferred Knowledge with Satellite Imagery (abstract)
PRESENTER: Zhiqiang Zou
10:30-12:30 Session 19C: Interpretability, Fairness, and Trustworthy AI
Location: RHMZ03
10:30
Towards Interpretable Load Forecasting: A Liquid Neural Network Approach with Temporal and Feature Importance Modeling (abstract)
PRESENTER: Ziqian Liu
10:50
FuzzyProbNet: An Interpretable Fuzzy Probabilistic Network for Cement Compressive Strength Prediction (abstract)
11:10
Uncertainty Estimation by Human Perception versus Neural Models (abstract)
11:30
Belief Change with Full Memory and Trust (abstract)
10:30-12:30 Session 19D: Online Session
Chair:
Location: RH103
10:30
PRISM: Principled Reasoning for Identifying and Suppressing Model Biases at Scale (abstract)
PRESENTER: Xunfei Zhu
10:50
A Multi-Stage Data Construction Approach for Code-Switching Grammatical Error Correction (abstract)
PRESENTER: Muyang Xu
11:10
A Data Augmentation Approach Using Sentiment Analysis and WordNet-Based Comments Transformation (abstract)
11:30
HyKAG: Hybrid Knowledge-Aware Retrieval-Augmented Generation for Knowledge-Intensive Questions (abstract)
11:50
Morpheus: Accelerating Large Language Models with Feature-Augmented Autoregressive Drafting (abstract)
12:00
AMCCL: Adaptive Multi-Scale Convolution Fusion Network with Contrastive Learning for Multimodal Sentiment Analysis (abstract)
PRESENTER: Jiakang Yu
12:10
KALE-LM-Chem: Vision and Practice Toward an AI Brain for Chemistry (abstract)
PRESENTER: Weichen Dai
10:30-12:30 Session 19E: Online Session
Chair:
Location: RH104
10:30
FreezeSeg2RL: Frozen Segmentation Pretraining for Reinforcement Learning On vascular Interventional Robot Autonomous Delivering (abstract)
PRESENTER: Ziyang Mei
10:50
Residual-based Adaptive Domain Decomposition Method for the Physics-Informed Neural Network (abstract)
11:10
Empowering Graph Contrastive Learning with Topological Rationale (abstract)
11:30
HDCompression: Hybrid-Diffusion Image Compression for Ultra-Low Bitrates (abstract)
PRESENTER: Lei Lu
11:50
Spatio-temporal dynamic multi-scale graph convolutional networks for traffic flow prediction (abstract)
PRESENTER: Jiawei Wang
12:10
UniAVLM: Unified Large Audio-Visual Language Models for Comprehensive Video Understanding (abstract)
PRESENTER: Lecheng Yan
12:30-13:30Lunch Break
13:30-15:30 Session 20A: Large Language Model 5
Chair:
Location: RHLT2
13:30
PEARL: Plan Exploration and Adaptive Reinforcement Learning for Multihop Tool Use (abstract)
13:50
ColorFP: Improving AI-Generated Text Detection via Fixed Vocabulary Partitioning and Half-Bit Fingerprinting (abstract)
PRESENTER: He Li
14:10
SASP-NMT: Syntax-Aware Structured Prompting for Low-Resource Neural Machine Translation (abstract)
PRESENTER: Hao Xing
14:30
AgentFactory: Towards Automated Agentic System Design and Optimization (abstract)
14:50
Context-Aware and Knowledge-Grounded Conversational Recommendation with Prompt Learning (abstract)
13:30-15:30 Session 20B: Online Session

Zoom link: https://vuw.zoom.us/j/94581076597?pwd=HIwJVdF6FunOCzb7THbay7h6vIpMOc.1

Password: 563873

Location: RHMZ02
13:30
When Vision Becomes a Threat: Adversarial Prompt Injection via Visual Embedding Manipulation (abstract)
PRESENTER: Yajing Ma
13:50
Phoneme-Based Optimization of Enrollment Selection for Speaker Identification (abstract)
PRESENTER: Long-Quoc Le
14:10
A Quadratic Programming Framework Unifying Different Types of Visual Servoing With Obstacle Avoidance for Joint-Constrained Robots (abstract)
PRESENTER: Shan Zhang
14:30
Few-Shot Document-Level Relation Extraction Based on Chain-of-thought with Discriminative Multi-view Prototype Tuning (abstract)
14:50
DEIMerge: An Automatic Program Repair Framework Based on Multi-agent Collaboration and Intelligent Patch Merging (abstract)
15:10
Chain-of-Conceptual-Thought Elicits Daily Conversation in Large Language Models (abstract)
PRESENTER: Qingqing Gu
13:30-15:30 Session 20C: Real-World Applications 3
Location: RHMZ03
13:30
Solving Low-dose Computer Tomography inverse problem by learning the first-order score of the sparse sinogram samples' distribution (abstract)
PRESENTER: Yuchen Quan
13:50
A Dual-Domain Perception and Fuzzy Learning Enhanced Framework for Diabetic Retinopathy Grading (abstract)
PRESENTER: Ye Wang
14:10
From Catch to Product: Machine Learning Driven Spectral Analysis for Fish Processing Line Allocation (abstract)
14:30
MediVerse: AI-Powered Interactive Voice-Driven Virtual Reality for Health Data Analytics (abstract)
PRESENTER: Rani Adam
13:30-15:30 Session 20D: Online Session
Chair:
Location: RH103
13:30
Personalized Knowledge Tracing Model with Memory Reinforcement and Forgetting-Aware Mechanisms (abstract)
13:50
High-Order Information Embedding Transfer for Clustering with Constrained Laplacian Rank (abstract)
PRESENTER: Lijuan Wang
14:10
Balanced Learning for Incremental Multi-view Clustering (abstract)
14:30
Federated Dual-Clustered Prototype Learning under Domain Heterogeneity (abstract)
14:50
TVL-Filter: Total Variation Loss–Based Sample Filter for Efficient Adversarial Detection (abstract)
PRESENTER: Fei Zhang
15:10
Dual-Aspect Enhancement of Data Replay: Influence-Guided Replay and Contrastive Gradient Modulation (abstract)
13:30-15:30 Session 20E: Online Session
Chair:
Location: RH104
13:30
SpecMixer:A Frequency-Aware Framework for Mitigating Spectral Confusion in Multivariate Time Series Forecasting (abstract)
13:50
TDCRec: Time-varying Demand Causal modeling for Recommendation debiasing (abstract)
14:10
SplatOpt: An Optimization-Guided Framework for Joint Sparsification and High-Quality Reconstruction in 3D Gaussian Splatting (abstract)
14:30
TSSA-Net: A Temporal-Spiking-Spatial-Attention Network for Frequency-Aware and Robust Time Series Forecasting (abstract)
14:50
MGMRec: Learning Multi-Granularity Representations for Multi-Behavior Recommendation (abstract)
15:10
Topology-guided Hypergraph Transformer Network: Unveiling Structural Insights (abstract)
15:30-16:00Coffee Break
16:00-17:30 Session 21A: Machine Learning 6
Location: RHLT2
16:00
VISP: Volatility Informed Stochastic Projection for Adaptive Regularization (abstract)
16:20
Incremental Hashing with Asymmetric Distance for Image Retrieval in Non-stationary Environments (abstract)
PRESENTER: Zihao Zhan
16:40
A Neural Subgraph Counting Method based on Matching Matrix (abstract)
17:00
Partial Multi-Label Feature Selection Based on Matrix Elastic-Net (abstract)
17:20
A Dynamic Time-Frequency Representation and Cross-Attention Model for Production Forecasting in Waterflooding Oilfields (abstract)
16:00-17:30 Session 21B: Online Session

Zoom link: https://vuw.zoom.us/j/94581076597?pwd=HIwJVdF6FunOCzb7THbay7h6vIpMOc.1

Password: 563873

Location: RHMZ02
16:00
GAM: A Generative Autoencoder for Diverse Human Motion Prediction (abstract)
16:20
CLAF: A Critical Learning Period-Aware Adaptive Framework for Federated Learning in Heterogeneous Environments (abstract)
16:40
HiGraph-LLM: Hierarchical Graph Encoding and Integration with Large Language Models (abstract)
17:00
ELM-Based Finite-Time State Observer Designs for Uncertain Robotic Systems (abstract)
17:20
Document-level Relation Extraction with Multi-scale and Non-bridge Reasoning (abstract)
17:40
VARMA-Enhanced Transformer for Time Series Forecasting (abstract)
PRESENTER: Jiajun Song
18:00
Multiscale Masking Knowledge Distillation for Dense Visual Prediction (abstract)
16:00-17:30 Session 21C: Online Session

Zoom link: https://vuw.zoom.us/j/92860465891

Chair:
Location: RHMZ03
16:00
Guided Attention Mechanism in Multi-turn Dialogue Summarization (abstract)
16:20
Beyond Local Balance: A Global Perspective for Signed Network Embedding (abstract)
PRESENTER: Ziyi Hou
16:40
PBNAT: Overcoming the Accuracy-Robustness Trade-off via Parallel Batch Normalization (abstract)
17:00
QAACoder: A Question Answering Approach to Actor Detection in the Conflict and Mediation Domain (abstract)
17:20
Assessing Nuanced Personality Inducing in Language Models via Vignette Tests (abstract)
17:40
Wave–PDE Nets: Trainable Wave-Equation Layers as an Alternative to Attention (abstract)
17:50
AFD-STA: Adaptive Filtering Denoising with Spatiotemporal Attention for Chaos Prediction (abstract)
PRESENTER: Chunlin Gong
16:00-17:30 Session 21D: Online Session
Chair:
Location: RH103
16:00
Multimodal Named Entity Recognition with Synthesized SVG Graphics and Structural Semantic Consistency Scoring (abstract)
PRESENTER: Shujun Xia
16:20
DREAM: A Dual Representation Learning Model for Multimodal Recommendation (abstract)
16:40
MeDRNet: A Knowledge-Augmented Multi-Model Framework for Robust Medical Language Understanding (abstract)
17:00
Multi-modal Multi-objective Particle Swarm Optimization Using Growing Neural Gas Network (abstract)
17:20
BiGMF: Multimodal Sentiment Analysis By Bidirectional Cross-Modal Attention with Geometric Volume Regularization (abstract)
PRESENTER: Youwei Zhang
17:40
TRUST: Transparent, Robust and Ultra-Sparse Trees (abstract)
18:00
Interpretable Brain Network Analysis for Psychiatric Diagnosis Using Fuzzy Logic (abstract)
16:00-17:30 Session 21E: Online Session
Chair:
Location: RH104
16:00
Balancing Fairness and Performance Under Multiple Sensitive Attributes (abstract)
PRESENTER: Muxiang Zhang
16:20
CRQCDM: A Causal Representation and Contextual Q-matrix Cognitive Diagnosis Model (abstract)
PRESENTER: Zhiwei Cai
16:40
HCTLR: A Hybrid CNN-Conformer Framework for Offline Handwritten Chinese Text Line Recognition (abstract)
PRESENTER: Chaozong Chen
17:00
UI-Most: Leveraging Multi-Agent Systems for One-Shot Automatic GUI Testing (abstract)
17:20
DBFormer: Dual Branch Transformer for Visible-infrared Person Re-identification (abstract)
17:40
RT-DETR-MO: A Lightweight Detector for Small Object Detection in Open-Water UAV Imagery (abstract)
PRESENTER: Yongtao Luo
17:50
MGDD: Multidimensional Graph Data Distillation via Contrastive Learning and Feature-Enhanced Propagation (abstract)
18:00
Enhancing Generalized Category Discovery via Chaotic Sparsity Matching (abstract)