Forecasting Infectious and Parasitic Disease Emergency Department Attendances Using High-Dimensional Time Series Data
Poster ID: 1
Authors: Peihong Guo (Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore), Pranav Tewari (Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore), Esther Li Wen Choo (Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore), Kelvin Bryan Tan (Policy Research and Evaluation Division, Ministry of Health, Singapore), John Abisheganaden (Department of Respiratory and Critical Care Medicine, Tan Tock Seng Hospital, Singapore), Borame Dickens (Saw Swee Hock School of Public Health, National University of Singapore, Singapore)

Enhancing Early Stunting Detection: A Novel Approach using Artificial Intelligence with an Integrated SMOTE Algorithm and Ensemble Learning Model
Poster ID: 2
Authors: A.A Gde Yogi Pramana (Gadjah Mada University), Muhammad Fazil Maulana (Gadjah Mada University), Melvin Cahyadi Tirtayasa (Gadjah Mada University), Dyah Aruming Tyas (Gadjah Mada University)

Predicting Mild Cognitive Impairment through Ambient Sensing and Artificial Intelligence
Poster ID: 3
Authors: Ah-Hwee Tan (School of Computing and Information Systems, Singapore Management University), Weng-Yan Ying (School of Computing and Information Systems, Singapore Management University), Budhitama Subagdja (School of Computing and Information Systems, Singapore Management University), Anni Huang (School of Computing and Information Systems, Singapore Management University), Shanthoshigaa D (School of Computing and Information Systems, Singapore Management University), Tony Chin-Ian Tay(Department of Psychiatry, Sengkang General Hospital, Singhealth Duke NUS Academic Medical Centre), Iris Rawtaer (Department of Psychiatry, Sengkang General Hospital, Singhealth Duke NUS Academic Medical Centre)

Split Learning of Multi-Modal Medical Image Classification
Poster ID: 4
Authors: Bishwamittra Ghosh (Institute of High Performance Computing, A*STAR, Max Planck Institute for Software Systems), Yuan Wang (Institute of High Performance Computing, A*STAR), Huazhu Fu (Institute of High Performance Computing, A*STAR), Wei Qingsong (Institute of High Performance Computing), Yong Liu (IHPC), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR)

Llama-TCR: Generate De Novo TCR with Large Language Model
Poster ID: 5
Authors: Jun Zhou (Institute of High Performance Computing - Agency for Science Technology and Research), Zhenzhou Wu (Institute of High Performance Computing - Agency for Science Technology and Research), Mengren Man (Institute of High Performance Computing - Agency for Science Technology and Research), Yonghui Wu (Institute of High Performance Computing - Agency for Science Technology and Research), Linh Le Dinh (Institute of High Performance Computing - Agency for Science Technology and Research), Manna Dai (Agency for Science, Technology and Research), Yong Liu (IHPC), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR)

Enhancing EEG-Based Emotion Recognition Using Semi-supervised Co-training Ensemble Learning
Poster ID: 6
Authors: Rachel H. M. Yeo (National University of Singapore), Aung Aung Phyo Wai (Nanyang Technological University)

Machine Learning-Based Radiomic Features for Glioblastoma Overall Survival Prediction
Poster ID: 7
Authors: Ankit Das (IHPC), Kee Yen Cheng (Temasek Ploytechnic), Yong Liu (IHPC), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR), Feng Yang (IHPC,A*STAR)

Globemetrics: A Healthcare Framework for Video Based Saccade Characterization
Poster ID: 8
Authors: Debanga Raj Neog (Indian Institute of Technology Guwahati), Pharvesh Salman Choudhary (Indian Institute of technology Guwahati), Mayurdeep Pathak (Indian Institute of Science)

Semantic Textual Similarity Analysis of Clinical Text in the Era of LLM
Poster ID: 9
Authors: Yeli Feng (Amplify Health Asia)

Providing Real-World Benchmarks for Super-Resolving Fluorescence Microscope Imagery Using Generative Adversarial Networks
Poster ID: 10
Authors: JohnClinton L Cooper (Department of Mathematics and Statistics, San Jose State University), Tahir Bachar Issa (Department of Mathematics and Statistics, San Jose State University), Claudio Vinegoni (Center for Systems Biology, Harvard), Ralph Weissleder (Department of Systems Biology, Harvard)

An End-to-end Learning Approach for Counterfactual Generation and Individual Treatment Effect Estimation
Poster ID: 11
Authors: Feilong Wu (Hong Kong Baptist University), Kejing Yin (Hong Kong Baptist University), William K. Cheung (Hong Kong Baptist University)

Accurate and Explainable Cataract Detection Using Eye Images Taken by Hand-held Slit-lamp Cameras
Poster ID: 12
Authors: Daniel Kai Xiang Fung (Nanyang Technological University), Di Wang (Nanyang Technological University), Hao Wang (Nanyang Technological University), Yongwei Wang (Zhejiang University), Pengcheng Wu (Nanyang Technological University), Yan Yee Hah (Khoo Teck Puat Hospital), Chee Chew Yip (Khoo Teck Puat Hospital), Wee Jin Heng (Tan Tock Seng Hospital), Tock Han Lim (National Healthcare Group), Cyril Leung (NTU), Chunyan Miao (NTU)

PepPFN: Protein-Peptide Binding Residues Prediction via Pre-trained Module-Based Fourier Network
Poster ID: 13
Authors: Xue Li (College of Computer Science and Technology, China University of Petroleum (East China), Ben Cao (School of Computer Science and Technology, Dalian University of Technology), Hongzhen Ding (China University of Petroleum (East China), Na Kang (Chinese PLA General Hospital), Tao Song (College of Computer Science and Technology, China University of Petroleum)

Deep Learning for Tumor Localization with Depth Estimation: A Minimally Invasive Robotics-Assisted Approach
Poster ID: 14
Authors: Ali Talasaz (Florida Atlantic University)

Mitigating Nonlinear Algorithmic Bias in Binary Classification
Poster ID: 15
Authors: Wendy Hui (Singapore Institute of Technology), Wai Kwong Lau (University of Western Australia)

Modeling Variational Anchoring Effect for Recommender Systems
Poster ID: 16
Authors: Yudi Xiao (Dalian University of Technology), yingyi zhang (Dalian University of Technology), Xianneng Li (Dalian University of Technology)

Real-World License Plate Image Super-Resolution Via Domain-Specific Degradation Modeling
Poster ID: 17
Authors: Xin Luo (East China Normal University), Yihao Huang (Nanyang Technological University), Weikai Miao (East China Normal University)

Fairness-aware Federated Minimax Optimization with Convergence Guarantee
Poster ID: 18
Authors: Gerry Windiarto Mohamad Dunda (Hong Kong University of Science and Technology), Shenghui Song (Hong Kong University of Science and Technology)

Adoption of Generative AI in Content Creation: A Case Study from the Advertising Industry
Poster ID: 19
Authors: Nguyet Thi Chinh Dinh (Singapore University of Social Sciences)

Ethical Practices for Collecting Ground-Truth Food Datasets: A Systematic Review
Poster ID: 20
Authors: Grace E Ataguba (Dalhousie University), Md Riyadh (Carleton University), Samuel Ariyo Okaiyeto (College of Engineering, China Agricultural University, Beijing, China), James Daniel (Federal University Lokoja), Hong-Wei Xiao (College of Engineering, China Agricultural University, Beijing, China), Rita Orji (Dalhousie University)

Comparative Analysis of Hate Speech Detection: Traditional vs. Deep Learning Approaches
Poster ID: 21
Authors: Haibo Pen (Tianjin University), Nicole Teo (Singapore Management University), Zhaoxia WANG (Singapore Management University)

Roles of Standardised Criteria in Assessing Societal Impact of AI
Poster ID: 22
Authors: Vanja Skoric (Informatics Institute (IvI) University of Amsterdam), Giovanni Sileno (Informatics Institute (IvI) University of Amsterdam), Sennay Ghebreab (Informatics Institute (IvI) University of Amsterdam)

AI as a Tool for Fair Journalism: Case Studies from Malta
Poster ID: 23
Authors: Dylan Seychell (University of Malta), Gabriel Hili (University of Malta), Jonathan Attard (University of Malta), Konstantinos Makantasis (University of Malta)

MyHistory: Automatic Photo Album Creation
Poster ID: 24
Authors: Yifei Oo (Nanyang Technological University), NewtonOwen Noel Fernando (Nanyang Technological University), Deepu Rajan (Nanyang Technological University)

The Proposal of an AI Policy Maturity Model
Poster ID: 25
Authors: Helena R Costa (Center for Innovation, Technology and Policy Research (IN+)), Joana Mendonça (Center for Innovation, Technology and Policy Research (IN+))

When to Use Demographic Data in Healthcare Models: A Bias-Responsible Approach
Poster ID: 26
Authors: Sebrina Zeleke (Ohio State University), Tanya Berger-Wolf (Ohio State University), Xia Ning (Ohio State University)

Graph Learning Based Financial Market Crash Identification and Prediction
Poster ID: 27
Authors: Dayu Qin (Tsinghua-Berkley Shenzhen Institute, Institute of Data and Information, Shenzhen International Graduate School, Tsinghua University), Ercan E Kuruoglu (Tsinghua-Berkley Shenzhen Institute, Institute of Data and Information, Shenzhen International Graduate School, Tsinghua University)

A Lightweight Neural Network with Transformer to Predict Credit Default
Poster ID: 28
Authors: Zongqi Hu (Nanyang Technological University), Chai Kiat Yeo (Nanyang Technological University)

Transformer-based Reinforcement Learning Model for Optimized Quantitative Trading
Poster ID: 29
Authors: Aniket Kumar (University of South Dakota), Rodrigue Rizk (University of South Dakota), KC Santosh (University of South Dakota)

VirtuGuard: Ethically Aligned Artificial Intelligence Framework for Cyberbullying Mitigation
Poster ID: 30
Authors: Min Wang (University of Canberra / University of New South Wales), Christine Boshuijzen-van Burken (University of New South Wales), Nan Sun (University of New South Wales), Shabnam Kasra Kermanshahi (University of New South Wales), Yu Zhang (University of New South Wales), Jiankun Hu (University of New South Wales)

LTE User behavior prediction Via LSTM
Poster ID: 31
Authors: Mehrdad Tanha (MTN-irancell), Muhammad Adeel (MTN-irancell)

The Detection of Vibration Dampers Based on Optimized Retinanet
Poster ID: 32
Authors: Mingsheng Ma (Beijing University Of Civil Engineering And Architecture), de zhang (Beijing University of Civil Engineering and Architecture), Feng Liu (Nanjing University of Posts and Telecommunications)

Real-time Scheduling Optimization with Deep Learning-powered Demand Forecasting in Water Transportation
Poster ID: 33
Authors: Yukuan Wang (Hainan Institute of Wuhan University of Technology, School of Navigation of Wuhan University of Technology), Jingxian Liu (Hainan Institute of Wuhan University of Technology, School of Navigation of Wuhan University of Technology), Jiayi Zhang (School of Navigation of Wuhan University of Technology), Hongchu Yu (Hainan Institute of Wuhan University of Technology, School of Navigation of Wuhan University of Technology), Zhongjie Di (Hainan Institute of Wuhan University of Technology, School of Navigation of Wuhan University of Technology)

Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge
Poster ID: 34
Authors: Haowen Wang (Zhejiang Lab), Xinyan Ye (Imperial College London), Yikang Wang (University College London), Yangze Zhou (Zhejiang University), Zhiyi Zhang (Peking University), Longhan Zhang (Zhejiang Lab), Jing Jiang (Zhejiang Lab), Yiteng Zhai (Zhejiang Lab)

Learning to Predict Short-Term Volatility with Order Flow Image Representation
Poster ID: 35
Authors: Artem Lensky (University of New South Wales), Mingyu Hao (Australian National University)

3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification
Poster ID: 36
Authors: Shyam Varahagiri (Indian Institute of Information Technology, Allahabad, India), Aryaman Sinha (Indian Institute of Information Technology, Allahabad, India), Shiv Ram Dubey (Indian Institute of Information Technology, Allahabad, India), Satish Kumar Singh (Indian Institute of Information Technology, Allahabad, India)

CTrPile: A Computer Vision and Transformer Approach for Pile Capacity Estimation from Dynamic Pile Load Test
Poster ID: 37
Authors: Sompote Youwai (King Mongkut’s University of Technology Thinburi), Parchya Makam (King Mongkut’s University of Technology Thinburi)

Knowledge-based Reactive Planning and Re-planning – A Case-Study Approach
Poster ID: 38
Authors: Ramzi Djemai (London Metropolitan University), Vassil Vassilev (London Metropolitan University), Karim Ouazzane (London Metropolitan University), Maitreyee Dey (London Metropolitan University)

Unveiling the Potential of ChatGPT in Detecting Machine Unauditable Bugs in Smart Contracts: A Preliminary Evaluation and Categorization
Poster ID: 39
Authors: Bo Gao (Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR))*; Wei Qingsong (Institute of High Performance Computing); Yong Liu (IHPC); Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR)

Virtual Co-Pilot: Multimodal Large Language Model-enabled Quick-access Procedures for Single Pilot Operations
Poster ID: 40
Authors: Fan Li (Hongkong Polyu), Shanshan Feng (Centre for Frontier AI Research, A*STAR), Yuqi Yan (Hongkong Polyu), Ching-Hung Lee (Xi'an Jiaotong University), Yew Soon Ong (Nanyang Technological University)

Towards Efficient Rail Transportation: Bayesian Network Modeling for Predicting Passenger Train Delays Using Secondary Train Information
Poster ID: 41
Authors: Maarten Vangeneugden (University of Antwerp), Ngoc Quang Luong (University of Antwerp), Siegfried Mercelis (University of Antwerp)

Hierarchical Optimization for Operationally-Constrained Resource Planning
Poster ID: 42
Authors: Chen Shengkai (I2R A*STAR), Wang Yu (I2R A*STAR), Ramasamy Savitha (I2R A*STAR), Cheryl Wong (I2R A*STAR)

Compressed Bayesian Federated Learning for Reliable Passive Radio Sensing in Industrial IoT
Poster ID: 43
Authors: Luca Barbieri (Politecnico di Milano, Consiglio Nazionale delle Ricerche), Stefano Savazzi (Consiglio Nazionale delle Ricerche), Monica Nicoli (Politecnico di Milano)

Informed Machine Learning for Optimizing Melt Spinning Processes
Poster ID: 44
Authors: Viny Saajan Victor (Fraunhofer ITWM), Manuel Ettmüller (Fraunhofer ITWM), Andre Schmeißer (Fraunhofer ITWM), Heike Leitte (Rhineland-Palatinate Technical University), Simone Gramsch (Frankfurt University of Applied Sciences)

Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data
Poster ID: 45
Authors: Daniel Menges (Norwegian University of Science and Technology), Adil Rasheed (Norwegian University of Science and Technology)

Data-Driven Reinforcement Learning for Optimal Motor Control in Washing Machines
Poster ID: 46
Authors: Chanseok Kang (LG Electronics), Guntae Bae (LG Electronics), Daesung Kim (LG Electronics), Kyoungwoo Lee (LG Electronics), Dohyeon Son (LG Electronics), Chul Lee (LG Electronics), Jaeho Lee (LG Electronics), Jinwoo Lee (LG Electronics), Jae Woong Yun (LG Electronics)

Textile Surface Defects Analysis with Explainable AI
Poster ID: 47
Authors: Ren Jun Soon (NUS), Chee-Kong Chui (NUS)

Stay Tuned! Analysing Hyperparameters of a Wide-Kernel Architecture for Industrial Faults
Poster ID: 48
Authors: Dan Hudson (Osnabrück University), Jurgen van den Hoogen (Osnabrück University), Stefan Bloemheuvel (Tilburg University, Jheronimus Academy of Data Science), Martin Atzmueller (Osnabrück University & DFKI)

Big Data-Driven Booking Consolidation and Scheduling of Launching Service in Singapore Port
Poster ID: 49
Authors: Yun Hui Lin (Agency for Science, Technology and Research), Ping Chong Chua (Agency for Science, Technology and Research), Xiao Feng Yin (Agency for Science, Technology and Research), Zizhe Wang (Agency for Science, Technology and Research), Ning Li (Agency for Science, Technology and Research), Zhe Xiao (Agency for Science, Technology and Research), Xiuju Fu (Agency for Science, Technology and Research), Zheng Qin (Agency for Science, Technology and Research)

On Efficient Object-Detection NAS for ADAS on Edge devices
Poster ID: 50
Authors: Diksha Gupta (IBM Research), Rhui Dih Lee (IBM Research), Laura Wynter (IBM Research)

Application of Adaptive Douglas-Peucker with Acceleration Algorithm in Ship Trajectory Compression
Poster ID: 51
Authors: Lichao Yang (Wuhan University of Technology), Jingxian Liu (Wuhan University of Technology), Yukuan Wang (Hainan Institute, Wuhan University of Technology)

NL2IBE – Ontology-controlled Transformation of Natural Language to Formalized Engineering Artefacts
Poster ID: 52
Authors: Nicolai Schoch (ABB Corporate Research Center Germany), Mario Hoernicke (ABB Corporate Research Center Germany)

Aircraft Engines Performances Estimation from Multi-Point and Multi-Time Operational Data via Neural Networks
Poster ID: 53
Authors: Dong Quan Vu (Safran Tech), Sebastien Razakarivony (Safran Tech), Solene Thepaut (Safran Tech), Guillaume Doquet (Safran Tech), Yosra Marnissi (Safran Tech), Michel Nocture (Safran Aircraft Engine)

Deep Learning Based Layout Recognition Approach for HMI Software Validation
Poster ID: 54
Authors: Ashton Xue Qun Pang (AI Singapore), Jiaxing Jansen Lin (AI Singapore), Chin Hee Ong (AI Singapore), Yongquan Chen (AI Singapore), Ga Xiang Chong (Continental Automotive Singapore Pte Ltd), Siti Nuruljannah Baharudin (AI Singapore), Yon Shin Teo (Continental Automotive Singapore Pte Ltd), Kevin Seng Loong Oh (AI Singapore)

Differentiable Hash Encoding for Physics-Informed Neural Networks
Poster ID: 55
Authors: GE JIN (Beijing Institute of Technology), Deyou Wang (Beijing Institute of Technology), Jian Cheng Wong (SCSE/NTU, IHPC/A*STAR), Shipeng Li (Beijing Institute of Technology)

Fast Convergence PINNs Using Pseudo-Density Embedding: A study on Solid Mechanics
Poster ID: 56
Authors: Melvin Wong (CCDS, Nanyang Technological University), Jiao Liu (CCDS, Nanyang Technological University), Ge Jin (Beijing Institute of Technology), Kunpeng Li (CCDS, SPMS, Nanyang Technological University), Doan Ngoc Chi Nam(SIMTech, A*STAR)

Asymmetric Source-Free Unsupervised Domain Adaptation for Medical Image Diagnosis
Poster ID: 57
Authors: Yajie Zhang (The Hong Kong Polytechnic University), Zhi-An Huang (City University of Hong Kong (Dongguan)), Jibin Wu (The Hong Kong Polytechnic University ), Kay Chen Tan (The Hong Kong Polytechnic University)

Breaking the Silence: Whisper-Driven Emotion Recognition in AI Mental Support Models
Poster ID: 58
Authors: Xinghua Qu (Tianqiao and Chrissy Chen Institute) Zhu Sun, Shanshan Feng, Caishun Chen(CFAR, IHPC, A*STAR) Tian Tian (University of California, Davis, CA)

Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO
Poster ID: 59
Authors: Akbar Satya Nugraha (Brawijaya University), Novanto Yudistira (Brawijaya University), Bayu Rahayudi (Brawijaya University)