Day Two Poster Session

Date: 26 June, 2024
Time: 12:30 pm – 2:30 pm
Venue: Orchid Ballroom

Robust FOD Detection using Frame Sequence-based DEtection TRansformer (DETR)
Poster ID: 60
Authors: Xi Qin (School of Electrical Engineering and Computer Science, Ohio University), Sirui Song (School of Electrical Engineering and Computer Science, Ohio University), Jackson Brengman (School of Electrical Engineering and Computer Science, Ohio University), Chris Bartone (School of Electrical Engineering and Computer Science, Ohio University), Jundong Liu (School of Electrical Engineering and Computer Science, Ohio University)


A Model-Free Deep Reinforcement Learning Approach to Piano Fingering Generation
Poster ID: 61
Authors: Ananda Phan Iman (Gwangju Institute of Science and Technology), Chang Wook Ahn (Gwangju Institute of Science and Technology)


Fine-Grained Visual Classification using Self Assessment Classifier
Poster ID: 62
Authors: Tuong Do (AIOZ Singapore/ University of Liverpool), Huy Tran (AIOZ), Erman Tjiputra (AIOZ), Quang D. Tran (AIOZ), Anh Nguyen (University of Liverpool)


SHSML: A Stochastic Approach to Hierarchically Structured Meta-Learning for Improved Inference and Confidence
Poster ID: 63
Authors: Zhuoran Li (Chongqing University), Xuefeng Chen (Chongqing University), Liang Feng (Chongqing University, China), Zhou Wu (Chonqqing University), Xin Xu (Wuhan University of Science and Technology)


License Plate Recognition in Low Quality Image by Using Latent Diffusion YOLOv7
Poster ID: 64
Authors: Yu-Hsi Chen (Institute of Information Science, Academia Sinica, Taiwan), Cheng-Jung Chuang (Institute of Information Science, Academia Sinica, Taiwan), Chien-Yao Wang (Institute of Information Science, Academia Sinica), Jen-Chun Lin (Institute of Information Science, Academia Sinica, Taiwan), Hong-Yuan Mark Liao (Institute of Information Science, Academia Sinica, Taiwan)


AI-based Approach to Efficient Information Extraction for Supply Chain Contracts
Poster ID: 65
Authors: Hong Ping Yap (Infineon Technologies AP), Wee Ling Ong (Infineon Technologies AP), Jonathan Koh (Infineon Technologies AP), Haoran Liu (NUS), Tiancheng Yang (NUS), Zihao Chen (NUS)


Zero-Shot Domain Adaptation Based on Dual-Level Mix and Contrast
Poster ID: 66
Authors: Yu Zhe (RIKEN AIP), Jun Sakuma (Tokyo Institute of Technology / RIKEN AIP)


Gated Self-supervised Learning For Improving Supervised Learning
Poster ID: 67
Authors: Erland Hilman Fuadi (Brawijaya University), Aristo Renaldo Ruslim (Brawijaya University), Putu Wahyu Kusuma Wardhana (Brawijaya University), Novanto Yudistira (Brawijaya University)


DIRA: Dynamic Incremental Regularised Adaptation
Poster ID: 68
Authors: Abanoub Ghobrial (University of Bristol), Xuan Zheng (University of Bristol), Darryl Hond (Thales UK - Research, Technology and Innovation), Hamid Asgari (Thales UK - Research, Technology and Innovation), Kerstin Eder (University of Bristol)


Clash of Titans on Imbalanced Data: TabNet vs XGBoost
Poster ID: 69
Authors: Róbert Kanász (Technical University of Košice), Peter Drotar (Technical university of Košice), Peter Gnip (Technical university of Košice), Martin Zoričák (Technical university of Košice)


A Unified Approach for Binary-Class and Multi-Class Data Augmented Generation
Poster ID: 70
Authors: Frederic Rizk (University of Louisiana at Lafayette), Rodrigue Rizk (University of South Dakota), Dominick Rizk (The Catholic University of America), Patrick Rizk (Univeristy of Quebec at Trois-Rivieres), Chee-Hung Henry Chu (University of Louisiana at Lafayette)


AI Hallucinations: A Misnomer Worth Clarifying
Poster ID: 71
Authors: Negar Maleki (University of South Florida), Balaji Padmanabhan (University of Maryland), Kaushik Dutta (University of South Florida)


Vision Control for Cable Binding Robot in Offshore and Marine Industry
Poster ID: 72
Authors: Jing Zhong Tee (Sembcorp Marine Ltd), Ye Zhen (National University of Singapore), Chin Boon Chng (National University of Singapore), Chee-Kong Chui (National University of Singapore)


On the Influence of Metric Learning Loss Functions for Robust Self-Supervised Speaker Verification to Label Noise
Poster ID: 73
Authors: Abderrahim Fathan (Computer Research Institute of Montreal (CRIM), Montreal, Quebec, Canada), Xiaolin Zhu (Computer Research Institute of Montreal), Jahangir Alam (Computer Research Institute of Montreal (CRIM), Montreal (Quebec) Canada)


Contrastive Information Maximization Clustering for Self-Supervised Speaker Recognition
Poster ID: 74
Authors: Abderrahim Fathan (Computer Research Institute of Montreal (CRIM), Montreal, Canada), Jahangir Alam (Computer Research Institute of Montreal (CRIM), Montreal, Canada)


Multi-Order Loss Functions For Accelerating Unsteady Flow Simulations with Physics-Based AI
Poster ID: 75
Authors: Wei Xian Lim (Nanyang Technological University), Naheed Anjum Arafat (Nanyang Technological University), Wai Lee Chan (Nanyang Technological University, Singapore), Wai-Kin Adams Kong (Nanyang Technological University)


A Spatiotemporal Excitation Classifier Head for Action Recognition Applications
Poster ID: 76
Authors: Dinh Nguyen (I2R A*STAR), Siying Liu (I2R A*STAR), Vicky Sintunata (I2R A*STAR), Yue Wang (I2R A*STAR), Jack Ho (I2R A*STAR), ZhaoYong Lim (I2R A*STAR), Ryan Lee (I2R A*STAR), Karianto Leman (I2R A*STAR)


Fast Vision Transformer via Additive Attention
Poster ID: 77
Authors: Yang Wen (Shenzhen University), Samuel Chen (Xidian University), Abhishek Krishna Shrestha (Xidian University)


Towards End-to-End Prompt-Vision-Physics Neural Network for Fast Design Discovery
Poster ID: 78
Authors: Jiao Liu (Nanyang Technological University), Melvin Wong (Nanyang Technological University), Qingshan Xu (Huazhong University of Science and Technology), GE JIN (Beijing Institute of Technology), Ryan Lau (Nanyang Technological University), Yew Soon Ong (Nanyang Technological University, Nanyang View, Singapore), Stefan Menzel (Honda Research Institute Europe GmbH), Thiago Rios (Honda Research Institute Europe GmbH), Joo-Hwee Lim (Institute for Infocomm Research), Chin Chun Ooi (IHPC)


Explainable Artificial Intelligence for Deep Synthetic Data Generation Models
Poster ID: 79
Authors: Luis Valina (Universidade de Trás-os-Montes e Alto Douro), Brígida Teixeira (GECAD/Polytechnic of Porto), Arsénio d Reis (Universidade de Trás-os-Montes e Alto Douro), Zita Vale (GECAD/Polytechnic of Porto), Tiago Pinto (Universidade de Trás-os-Montes e Alto Douro)


Benchmarking AutoGen with Different Large Language Models
Poster ID: 80
Authors: Rafael Barbarroxa (Polytechnic of Porto), Bruno Ribeiro (Polytechnic of Porto), Luis Gomes (Polytechnic of Porto), Zita Vale (Polytechnic of Porto)


Archive-based Cooperative Coevolution Genetic Programming for Workflow Scheduling
Poster ID: 81
Authors: Yuanzi Hong (Guangdong Polytechnic Normal University), Wei-Li Liu (Guangdong Polytechnic Normal University), Jinghui Zhong (South China University of Technology), Peng Liang (Guangdong Polytechnic Normal University), Jianhua Guo (Guangdong Polytechnic Normal University), Chunying Li (Guangdong Provincial Key Laboratory of Intellectual Property & Big Data, Guangdong Polytechnic Normal University)


SSR : SAM Is a Strong Regularizer for Domain Adaptive Semantic Segmentation
Poster ID: 82
Authors: Yanqi Ge (University of Electronic Science and Technology of China), Ye Huang (University of Electronic Science and Technology of China), Wen Li (University of Electronic Science and Technology of China), Lixin Duan (University of Electronic Science and Technology of China)


Using Generative AI to Drive Person Centric Networking
Poster ID: 83
Authors: Steve Jones


Context-based Semantic Caching for LLM Applications
Poster ID: 84
Authors: Ramaswami Mohandoss (Infosys Ltd)


Model Based Reinforcement Learning Pre-Trained with Various State Data
Poster ID: 85
Authors: Masaaki Ono (National Institute of Informatics), Ryutaro Ichise (Tokyo Institute of Technology)


Large Language Model-assisted Clustering and Concept Identification of Engineering Design Data
Poster ID: 86
Authors: Felix Lanfermann (Honda Research Institute Europe), Thiago Rios (Honda Research Institute Europe GmbH), Stefan Menzel (Honda Research Institute Europe GmbH)


Performance Analysis of Llama 2 Among Other LLMs
Poster ID: 87
Authors: Donghao Huang (SMU), Zhenda Hu (Shanghai University of Finance and Economics), Zhaoxia WANG (SMU)


Continually Learning Planning Agent for Large Environments guided by LLMs
Poster ID: 88
Authors: swarna kamal paul (Tata Consultancy services)


Large Language Model-assisted Surrogate Modelling for Engineering Optimization
Poster ID: 89
Authors: Thiago Rios (Honda Research Institute Europe GmbH), Felix Lanfermann (Honda Research Institute Europe), Stefan Menzel (Honda Research Institute Europe GmbH)


Visualize Music Using Generative Arts
Poster ID: 90
Authors: Brian Man-Kit Ng (Purdue University), Samantha Rose Sudhoff (Purdue University), Haichang Li (Purdue University ), Joshua Kamphuis (Purdue University), Tim Nadolsky (Purdue University), Yingjie Chen (Purdue University), Kristen Yeon-Ji Yun (Purdue University), Yung-Hsiang Lu (Purdue University)


Sequential Transfer via Clustering-Based Similarity Measurement for Faster Trajectory Optimization
Poster ID: 91
Authors: Wu Lin (PolyU), Qiuzhen Lin (Shenzhen University), Xiaoming Xue (CUHK), Kay Chen Tan (The Hong Kong Polytechnic University)


Does Metacognitive Prompting Improve Causal Inference in Large Language Models?
Poster ID: 92
Authors: Ryusei Ohtani (Nagoya Insititute of Technology), Yuko Sakurai (Nagoya Insititute of Technology), Satoshi Oyama (Nagoya City University/RIKEN AIP)


Query-Selected Global Attention for Text guided Image Style Transfer using Diffusion Model
Poster ID: 93
Authors: Jungmin Hwang(School of EECS, Faculty of Engineering, University of ottawa), Won-Sook Lee (School of EECS, Faculty of Engineering, University of Ottawa)


Learning Task-Specific Initialization for Effective Federated Continual Fine-Tuning of Foundation Model Adapters
Poster ID: 94
Authors: Danni Peng (Institute of High Performance Computing, A*STAR), Yuan Wang (Institute of High Performance Computing, A*STAR), Huazhu Fu (Institute of High Performance Computing, A*STAR), Qingsong Wei (Institute of High Performance Computing), Yong Liu (IHPC), Rick Siow Mong Goh (Institute of High Performance Computing, A*STAR)


Navigating the Waters of Object Detection: Evaluating the Robustness of Real-time Object Detection Models for Autonomous Surface Vehicles
Poster ID: 95
Authors: Yunjia Wang (KU Leuven), Kaizheng Wang (KU Leuven), Zihao Zhang (Columbia University in the City of New York), Jeroen Boydens (KU Leuven), Davy Pissoort (KU Leuven), Mathias Verbeke (KU Leuven)


Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion
Poster ID: 96
Authors: Jiawei Li (Beijing Normal University), Sitong Li (Beijing Normal University), Shanshan Wang (Beijing normal university ), Yicheng Zeng (Shenzhen Research Institute of Big Data, The Chinese University of Hong Kong(Shenzhen)), Falong Tan (Hunan University), Chuanlong Xie (Beijing Normal University)


An Evolutionary Algorithm with Variable-Length Chromosome for Multi-objective Minimalistic Attack
Poster ID: 97
Authors: Chengyu Zhou (Dalian University of Technology), Yaqing Hou (Dalian University of Technology), Wenqiang Ma (Dalian University of Technology), Hua Yu (Dalian University of Technology), Hongwei Ge (Dalian University of Technology)


Privacy-Preserving Intrusion Detection using Convolutional Neural Networks
Poster ID: 98
Authors: Martin Kodys, Zhongmin Dai, Vrizlynn L. L. Thing


It Takes Two to Trust: Mediating Human-AI Trust for Resilience and Reliability
Poster ID: 99
Authors: Juliette Zerick (Indiana University-Bloomington), Zachary Kaufman (Indiana University-Bloomington), Jonathan Ott (Indiana University-Bloomington), Janki Kuber (Indiana University-Bloomington), Ember Chow (University of Washington-Seattle), Shyama Shah (Indiana University-Bloomington), Gregory Lewis (Indiana University-Bloomington)


Towards Next-Generation Federated Learning: A Case Study on Privacy Attacks in Artificial Intelligence Systems
Poster ID: 100
Authors: Ekta Sharma (University of Southern Queensland), Ravinesh Deo (University of Southern Queensland, Australia), Christopher Davey (University of Southern Queensland), Brad Carter (University of Southern Queensland), Sancho Salcedo-Sanz (Universidad de Alcala)


Robust Lagrangian and Adversarial Policy Gradient for Robust Constrained Markov Decision Processes
Poster ID: 101
Authors: David Bossens (IHPC, Agency for Science, Technology and Research, CFAR, A*STAR)


Low Variance Off-policy Evaluation with State-based Importance Sampling
Poster ID: 102
Authors: David Bossens (CFAR, A*STAR), Philip Thomas (University of Massachusetts Amherst)


Towards Adversarially Robust Data-Efficient Learning with Generated Data
Poster ID: 103
Authors: Junhao Dong (Nanyang Technological University), Melvin Wong (Nanyang Technological University), Sihan Xia (Nanyang Technological University), Joel Wei En Tay (A*Star SIMTech, Singapore)


EVA-ASCA: Enhancing Voice Anti-Spoofing through Attention-based Similarity Weights and Contrastive Negative Attractors
Poster ID: 104
Authors: Nghi Tran (National Central University), Bima Prihasto (National Central University), Phuong Thi Le (National Central University), Thao Tran (National Central University), Chun-Shien Lu (Academia Sinica), Jia-Ching Wang (National Central University)


Decoding Cyberbullying on Social Media: A Machine Learning Exploration
Poster ID: 105
Authors: Aisha Saeid (University of Surrey), Diptesh Kanojia (University of Surrey), Ferrante Neri (University of Surrey)


Open-World Learning Under Dataset Shift
Poster ID: 106
Authors: Ponhvoan Srey (Nanyang Technological University), Yuhui Zhang (Tokyo Institute of Technology), Takafumi Kanamori (Tokyo Institute of Technology/RIKEN AIP)


Rapid Classification Of Aerosol Particle Mass Spectra Using Data Augmentation And Deep Learning
Poster ID: 107
Authors: Guanzhong Wang (Institute for Applied Physics and Measurement Technology, University of the Bundeswehr Munich), Heinrich Ruser (Institute for Applied Physics and Measurement Technology, University of the Bundeswehr Munich), Julian Schade (Institute of Chemistry and Environmental Engineering, University of the Bundeswehr Munich), Johannes Passig (Joint Mass Spectrometry Centre, University of Rostock), Ralf Zimmermann (Joint Mass Spectrometry Centre, University of Rostock), Günther Dollinger (Institute for Applied Physics and Measurement Technology, University of the Bundeswehr Munich), Thomas Adam (Institute of Chemistry and Environmental Engineering, University of the Bundeswehr Munich)


Optimizing Indoor Farming: Deep Learning for Predicting Plant Growth under LED Light Treatments
Poster ID: 108
Authors: Tanvi Verma (Institute of High Performance Computing, A*STAR), Norman Teo Zhi Wei (Department of Biological Sciences, NUS), Fei Gao (Institute of High Performance Computing, A*STAR), Hao Yu (Department of Biological Sciences, NUS), Ricardo Shirota Filho (Institute of High Performance Computing, A*STAR)


SSSwin: Sequential Spectral Swin Transformer for Solar Panel Mapping in Satellite Imagery
Poster ID: 109
Authors: Zhiyuan Yang (Northeastern University), Ryan Rad (Northeastern University)


On the Generation and Assessment of Synthetic Waste Images
Poster ID: 110
Authors: Michail Maniadakis (FORTH), Nick Tsagarakis (FORTH)


Multi-Objective Optimization for Flexible Building Space Usage
Poster ID: 111
Authors: Huanbo Lyu (University of Birmingham), Daniel Herring (University of Birmingham), Lingfeng Wang (University of Birmingham), Jelena Ninic (University of Birmingham), James Andrews (University of Birmingham), Miqing Li (University of Birmingham), Michael Ko\v{c}vara (School of Mathematics, University of Birmingham), Fabian Spill (University of Birmingham), Shuo Wang (The University of Birmingham)


Applications of Artificial Intelligence in Oceanic Nuclear Contamination Management
Poster ID: 112
Authors: Mengting Chen (The Hong Kong Polytechnic University), Cong Qi (The Hong Kong Polytechnic University), Xuan Wu (The Hong Kong Polytechnic University)


Sustainable Machine Learning: Evaluating the Environmental Cost of AutoML Algorithms in AI Development
Poster ID: 113
Authors: Marc Schmitt (Siemens AG)


Blockchain-based AI Agent and Autonomous World Infrastructure
Poster ID: 114
Authors: Eric Yu (Singapore University of Social Sciences), Wang Yue (Singapore University of Social Sciences), Shi Jianzheng (Singapore University of Social Sciences), Wang Xun (Singapore University of Social Sciences)


LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response and Public Collaboration
Poster ID: 115
Authors: HAKAN T OTAL (University at Albany), Eric Stern (University at Albany), M Abdullah Canbaz (University at Albany SUNY)


The Impact of Perceived Robotic Intelligence on Trust and Attitude
Poster ID: 116
Authors: Amy Wong (Singapore University of Social Sciences), Jimmy Wong (Singapore University of Social Sciences)


Safe Multi-Agent Reinforcement Learning via Dynamic Shielding
Poster ID: 117
Authors: Yunbo Qiu (Tsinghua University), Yue Jin (Tsinghua University), Lebin Yu (Tsinghua University), Jian Wang (Tsinghua university), Xudong Zhang (Tsinghua university)


ADAAUG: An Adaptive Data Augmentation Method for Change Detection
Poster ID: 118
Authors: Rui Huang (Civil Aviation University of China), JieDa Wei (civil aviation university of china), Sihua Gao (Civil Aviation University of China), Zongyu Guo (Civil Aviation University of China), Yan Xing (Civil Aviation University of China), Weifeng Xu (North China Electric Power University), Qing Guo (A*STAR)


Inverse Reinforcement Learning for Legibility Automation in Intelligent Agents
Poster ID: 119
Authors: Buxin Zeng (Northumbria University), Yifeng Zeng (Northumbria University, UK), Yinghui Pan (Shenzhen University)


Towards Lightweight Underwater Depth Estimation
Poster ID: 120
Authors: Keyu Zhou (Southern University of Science and Technology), Jin Chen (Southern University of Science and Technology), Shuangchun Gui (Southern University of Science and Technology), Zhenkun Wang (Southern University of Science and Technology)


Gaussian Process-Enhanced Impedance Iterative Learning for Robot Interaction Control
Poster ID: 121
Authors: Yongping Pan (Sun Yat-sen University), Wei Li (Sun Yat-sen University), Tian Shi (Sun Yat-sen University)