Days: Monday, November 17th Tuesday, November 18th Wednesday, November 19th Thursday, November 20th Friday, November 21st
View this program: with abstractssession overviewtalk overview
| 09:00 | Bridging Classical Algorithms and Modern AI Models: Towards Data-Efficient and Generalizable Computer Vision |
| 09:00 | Keynote tutorial: QUBO, Pseudo-Boolean and SAT Solving |
| 09:00 | Tutorial: Neural Network Design and Large Language Models (NASL2M) (abstract) |
| 11:00 | Optimizing Qubit Mapping via Spectral Ordering of Input Graphs for QAOA Max-Cut Circuit PRESENTER: Vorapong Suppakitpaisarn |
| 11:30 | Towards a Quantum Resolution of the Knapsack Problem PRESENTER: Monsef Hamitouche |
| 12:00 | Quantum Annealing for Computing Bandwidth: QUBO Formulations and Solution Strategies PRESENTER: Qinyu Guo |
| 13:30 | Quantum Fuzzy Inference Systems: Implementation and a Case Study on Sleep Apnea Detection PRESENTER: Samuel Magaz-Romero |
| 14:00 | Benchmarking Under Fragility in a Shifting Quantum Landscape PRESENTER: Nathan Kittichaikoonkij |
| 14:30 | GRACE: A Grover-Enhanced Actor-Critic Framework for Complex Robotic Manipulation PRESENTER: Eirini Panteli |
| 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 | Tutorial: Adaptive Machine Learning (abstract) PRESENTER: Heitor Murilo Gomes |
| 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 |
| 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 |
View this program: with abstractssession overviewtalk overview
| 09:00 | Tutorial: Evolutionary Neural Architecture Search: Methods and Theory (abstract) PRESENTER: Yanan Sun |
| 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 | Welcome and Opening Statements |
| 09:10 | Human-AI Ecosystem as a basis for AI Governance and Education |
| 13:30 | Tutorial: Neural Network Reprogrammability: Towards A Unified Framework for Parameter-Efficient Model Adaptation (abstract) PRESENTER: Feng Liu |
| 13:30 | Tutorial: Blockchain, Semantic Web and Decentralized AI (BCSWDAI) (abstract) |
| 16:00 | AI4SED Poster Session |
| 16:00 | Consensus Building with AI Agents: Towards an Augmented Democracy |
View this program: with abstractssession overviewtalk overview
| 09:30 | Evolutionary Intelligence: From DNA to Deployment (abstract) |
| 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 | 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 | 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 | 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 | 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) |
Zoom link: https://vuw.zoom.us/j/96847894946?pwd=nKL382sIvt1tQ8zRDcPyvCdSTl7Uin.1
Password: 407956
| 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 |
| 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 | 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 | 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 | 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) |
Zoom link: https://vuw.zoom.us/j/98093485777?pwd=b2W1XfVlWFt3pUByzYW48kQX8o9rXQ.1
Password: 415478
| 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) |
Zoom link: https://vuw.zoom.us/j/96847894946?pwd=nKL382sIvt1tQ8zRDcPyvCdSTl7Uin.1
Password: 407956
| 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 |
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) |
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) |
View this program: with abstractssession overviewtalk overview
| 09:00 | The search for quantum advantage in optimisation: myths, maths, and the travelling salesman problem (abstract) |
| 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 | 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 | 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 | 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 |
Zoom link: https://vuw.zoom.us/j/93664289896
| 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) |
| 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 | 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 | 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) |
Zoom link: https://vuw.zoom.us/j/97046252862
| 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) |
Zoom link: https://vuw.zoom.us/j/93664289896
| 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) |
View this program: with abstractssession overviewtalk overview
| 09:00 | Solving occlusion for complete plant models with accurate 3D metrics (abstract) |
| 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 | 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 | 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) |
Zoom link: https://vuw.zoom.us/j/97046252862
| 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 |
Zoom link: https://vuw.zoom.us/j/93664289896
| 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 |
| 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) |
Zoom link: https://vuw.zoom.us/j/94581076597?pwd=HIwJVdF6FunOCzb7THbay7h6vIpMOc.1
Password: 563873
| 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 | 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 |
Zoom link: https://vuw.zoom.us/j/97046252862
| 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) |
Zoom link: https://vuw.zoom.us/j/93664289896
| 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) |
| 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) |
Zoom link: https://vuw.zoom.us/j/94581076597?pwd=HIwJVdF6FunOCzb7THbay7h6vIpMOc.1
Password: 563873
| 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) |
Zoom link: https://vuw.zoom.us/j/92860465891
| 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 |
Zoom link: https://vuw.zoom.us/j/97046252862
| 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) |
Zoom link: https://vuw.zoom.us/j/93664289896
| 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) |