AAAI-24 Student Abstract and Poster Program

Program Overview

Incorporating Serverless Computing into P2P Networks for ML Training: In-Database Tasks and Their Scalability Implications (Student Abstract)
Amine Barrak

Knowledge Transfer via Compact Model in Federated Learning (Student Abstract)
Jiaming Pei; Wei Li; Lukun Wang

Opening the Black Box: Unraveling the Classroom Dialogue Analysis (Student Abstract)
Deliang Wang

Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract)
Alaleh Ahmadianshalchi; Syrine Belakaria; Janardhan Rao Doppa

MaxEnt Loss: Calibrating Graph Neural Networks under Out-of-Distribution Shift (Student Abstract)
Dexter Neo

Simple Orthogonal Graph Representation Learning (Student Abstract)
Taoyong Cui; Yuhan Dong

Contrastive Learning for Low-Light Raw Denoising (Student Abstract)
Taoyong Cui; Yuhan Dong

Kepler Light Curve Classification Using Deep Learning and Markov Transition Field (Student Abstract)
Shane Donnelly; Ayan Dutta

Improving IP Geolocation With Target-Centric IP Graph (Student Abstract)
Kai Yang; Jiayang Li; Wenxin Tai; Zhenhui Li; Ting Zhong; Guangqiang Yin; Yong Wang

Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract)
Sensen Zhang; Xun Liang; Simin Niu; Xuan Zhang; Chen Feng; Yuefeng Ma

Well-Written Knowledge Graphs: Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Texts (Student Abstract)
Célian Ringwald; Fabien Gandon; Catherine Faron; Franck Michel; Hanna Abi Akl

An Empirical Study of Distributed Deep Learning Training on Edge (Student Abstract)
Christine Mwase; Albert Njoroge Kahira; Zhuo Zou

Welfare Maximization in Perpetual Voting (Student Abstract)
Tzeh Yuan Neoh; Nicholas Teh

Improving Faithfulness in Abstractive Text Summarization with EDUs Using BART (Student Abstract)
Narjes Delpisheh; Yllias Chali

MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract)
Xiaojian Chen; Chuyue Liao; Yanhui Gu; Yafei Li; Jinlan Wang; Yi Chen; Masaru Kitsuregawa

The CoachAI Badminton Environment: A Novel Reinforcement Learning Environment with Realistic Opponents (Student Abstract)
Kuang-Da Wang; Wei-Yao Wang; Yu-Tse Chen; Yu-Heng Lin; Wen-Chih Peng

Enhance Diversified Top-k MaxSAT Solving by Incorporating New Strategy for Generating Diversified Initial Assignments (Student Abstract)
Jiaxin Liang; Junping Zhou; Minghao Yin

BadSAM: Exploring Security Vulnerabilities of SAM via Backdoor Attacks (Student Abstract)
Zihan Guan; Mengxuan Hu; Zhongliang Zhou; Jielu Zhang; Sheng Li; Ninghao Liu

Gaze-Based Interaction Adaptation for People with Involuntary Head Movements (Student Abstract)
Cindy Tong; Rosanna Chan

DNIT: Enhancing Day-Night Image-to-Image Translation through Fine-Grained Feature Handling (Student Abstract)
Hanyue Liu; Haonan Cheng; Long Ye

Automated Assessment of Fidelity and Interpretability: An Evaluation Framework for Large Language Models’ Explanations (Student Abstract)
Mu-Tien Kuo; Chih-Chung Hsueh; Richard Tzong-Han Tsai

Sleep-Like Unsupervised Replay Improves Performance When Data Are Limited or Unbalanced (Student Abstract)
Anthony Bazhenov; Pahan Dewasurendra; Giri Krishnan; Jean Erik Delanois

Frequency Oracle for Sensitive Data Monitoring (Student Abstract)
Richard Sances; Olivera Kotevska; Paul Laiu

Evaluating the Effectiveness of Explainable Artificial Intelligence Approaches (Student Abstract)
Jinsun Jung; Hyeoneui Kim

Local Consistency Guidance: Personalized Stylization Method of Face Video (Student Abstract)
Wancheng Feng; Yingchao Liu; Jiaming Pei; Wenxuan Liu; Chunpeng Tian; Lukun Wang

WaveMixSR: Resource-Efficient Neural Network for Image Super-resolution (Student Abstract)
Pranav Jeevan; Akella Srinidhi; Pasunuri Prathiba; Amit Sethi

When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract)
Simin Niu; Xun Liang; Sensen Zhang; Shichao Song; Xuan Zhang; Xiaoping Zhou

Towards a Transformer-Based Reverse Dictionary Model for Quality Estimation of Definitions (Student Abstract)
Julien Guité-Vinet; Alexandre Blondin Massé; Fatiha Sadat

Multipartite Entity Resolution: Motivating a K-Tuple Perspective (Student Abstract)
Adin Aberbach; Mayank Kejriwal; Ke Shen

Scene Flow Prior Based Point Cloud Completion with Masked Transformer (Student Abstract)
Junzhe Ding; Yufei Que; Jin Zhang; Cheng Wu

Optimizing Recall in Deep Graph Hashing Framework for Item Retrieval (Student Abstract)
Fangyuan Luo; Jun Wu

Leverage the Explainability of Transformer Models to Improve the DNA 5-Methylcytosine Identification (Student Abstract)
Wenhuan Zeng; Daniel H. Huson

Interpreting Temporal Knowledge Graph Reasoning (Student Abstract)
Bin Chen; Kai Yang; Wenxin Tai; Zhangtao Cheng; Leyuan Liu; Ting Zhong; Fan Zhou

SkillCLIP: Skill Aware Modality Fusion Visual Question Answering (Student Abstract)
Atharva Naik; Yash Parag Butala; Navaneethan Vaikunthan; Raghav Kapoor

MRMLREC: A Two-Stage Approach for Addressing Data Sparsity in MOOC Video Recommendation (Student Abstract)
Ye Zhang; Yanqi Gao; Yupeng Zhou; Jianan Wang; Minghao Yin

Enhancing Transcription Factor Prediction through Multi-Task Learning (Student Abstract)
Liyuan Gao; Matthew Zhang; Victor S. Sheng

Virtual Action Actor-Critic Framework for Exploration (Student Abstract)
Bumgeun Park; Taeyoung Kim; Quoc-Vinh Lai-Dang; Dongsoo Har

Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract)
Akshit Singh

Effective Data Distillation for Tabular Datasets (Student Abstract)
Inwon Kang; Parikshit Ram; Yi Zhou; Horst Samulowitz; Oshani Seneviratne

Explainable Earnings Call Representation Learning (Student Abstract)
Yanlong Huang; Yue Lei; Wenxin Tai; Zhangtao Cheng; Ting Zhong; Kunpeng Zhang

Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract)
Chenxu Zhao; Wei Qian; Yucheng Shi; Mengdi Huai; Ninghao Liu

Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract)
Tuhin Kumar Biswas; Avisek Gupta; Narayan Changder; Redha Taguelmimt; Samir Aknine; Samiran Chattopadhyay; Animesh Dutta

Digital Twin-Driven Teat Localization and Shape Identification for Dairy Cow (Student Abstract)
Aarushi Gupta; Yuexing Hao; Yuting Yang; Tiancheng Yuan; Matthias Wieland; Parminder S. Basran; Ken Birman

ChatGPT-Generated Code Assignment Detection Using Perplexity of Large Language Models (Student Abstract)
Zhenyu Xu; Ruoyu Xu; Victor S. Sheng

A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract)
Zhengyu Li; Curtis Bright; Vijay Ganesh

Multi-Expert Distillation for Few-Shot Coordination (Student Abstract)
Yujian Zhu; Hao Ding; Zongzhang Zhang

THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract)
Jienan Zhang; Jie Liu; Zhangtao Cheng; Xovee Xu; Fang Liu; Ting Zhong; Kunpeng Zhang

Enhanced Optical Character Recognition by Optical Sensor Combined with BERT and Cosine Similarity Scoring (Student Abstract)
Woohyeon Moon; Sarvar Nengroo; Taeyoung Kim; Jihui Lee; Seungah Son; Dongsoo Har

Research of Event Reconstruct Based on Multi-View Contrastive Learning (Student Abstract)
Yuefeng Ma; Zhongchao He; Shumei Wang

Several Stories about High-Multiplicity EFx Allocation (Student Abstract)
Nikita Morozov; Artur Ignatiev; Yuriy Dementiev

The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract)
Tianyi Chen; Feiqi Cao; Yihao Ding; Caren Han

Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract)
Guihong Wan; Wei Mao; Yevgeniy R. Semenov; Haim Schweitzer

Cluster-Based Sampling in Hindsight Experience Replay for Robotic Tasks (Student Abstract)
Taeyoung Kim; Dongsoo Har

Investigation into Training Dynamics of Learned Optimizers (Student Abstract)
Jan Sobotka; Petr Šimánek

Multivariate Time-Series Imagification with Time Embedding in Constrained Environments (Student Abstract)
Seung Woo Kang; Ohyun Jo

Skip-GANomaly++: Skip Connections and Residual Blocks for Anomaly Detection (Student Abstract)
June-Young Park; Jae-Ryung Hong; Min-Hye Kim; Tae-Joon Kim

Solar Power Generation Forecasting via Multimodal Feature Fusion (Student Abstract)
Eul Ka; Seungeun Go; Minjin Kwak; Jeong-Hun Kim; Aziz Nasridinov

Target-Free Domain Adaptation through Cross-Adaptation (Student Abstract)
Aleksander Obuchowski; Barbara Klaudel; Piotr Frąckowski; Sebastian Krajna; Wasyl Badyra; Michał Czubenko; Zdzisław Kowalczuk

Rider Posture-Based Continuous Authentication with Few-Shot Learning for Mobility Scooters (Student Abstract)
Devan Shah; Ruoqi Huang; Tingting Chen; Murtuza Jadliwala

FAIR-FER: A Latent Alignment Approach for Mitigating Bias in Facial Expression Recognition (Student Abstract)
Syed Sameen Ahmad Rizvi; Aryan Seth; Pratik Narang

Amplifying Diversity and Quality in Commonsense Knowledge Graph Completion (Student Abstract)
Liu Yu; Fenghui Tian; Ping Kuang; Fan Zhou

COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations (Student Abstract)
Aryan Tyagi; Aryaman Rao; Shubhanshu Rao; Raj Kumar Singh

DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract)
Aryaman Rao; Parth Singh; Dinesh Kumar Vishwakarma; Mukesh Prasad

Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract)
Liu Yu; Ludie Guo; Ping Kuang; Fan Zhou

DDViT: Double-Level Fusion Domain Adapter Vision Transformer (Student Abstract)
Linpeng Sun; Victor S. Sheng

Bridging the Gap between Source Code and Requirements Using GPT (Student Abstract)
Ruoyu Xu; Zhenyu Xu; Gaoxiang Li; Victor S. Sheng

HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract)
Magdalena Proszewska; Marcin Mazur; Tomasz Trzciński; Przemysław Spurek

PICSR: Prototype-Informed Cross-Silo Router for Federated Learning (Student Abstract)
Eric Enouen; Sebastian Caldas; Mononito Goswami; Artur Dubrawski

Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract)
Ruiqi He; Carlos G. Correa; Tom L. Griffiths; Mark K. Ho

The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers (Student Abstract)
Rickard Brännvall

Attacking CNNs in Histopathology with SNAP: Sporadic and Naturalistic Adversarial Patches (Student Abstract)
Daya Kumar; Abhijith Sharma; Apurva Narayan

Memory-Augmenting Decoder-Only Language Models through Encoders (Student Abstract)
Alessio Galatolo; Katie Winkle

BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer (Student Abstract)
Piyush Jha; Joseph Scott; Jaya Sriram Ganeshna; Mudit Singh; Vijay Ganesh

icsPLMs: Exploring Pre-trained Language Models in Intelligent Customer Service (Student Abstract)
Shixuan Liu; Chao Wang; Shuangyong Song

Sequential Modeling of Complex Marine Navigation: Case Study on a Passenger Vessel (Student Abstract)
Yimeng Fan; Pedram Agand; Mo Chen; Edward J. Park; Allison Kennedy; Chanwoo Bae

Confidence Is All You Need for MI Attacks (Student Abstract)
Abhishek Sinha; Himanshi Tibrewal; Mansi Gupta; Nikhar Waghela; Shivank Garg

Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract)
Amelia Jobe; Richard Ky; Sandra Luo; Akshay Dhamsania; Sumit Purohit; Edoardo Serra

Towards Robustness to Natural Variations and Distribution Shift (Student Abstract)
Josué Martínez-Martínez; Olivia Brown; Rajmonda Caceres

Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract)
William St-Arnaud; Margarida Carvalho; Golnoosh Farnadi

Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract)
Brandon Rozek; Junkyu Lee; Harsha Kokel; Michael Katz; Shirin Sohrabi

Topological and Node Noise Filtering on 3D Meshes Using Graph Neural Networks (Student Abstract)
Vladimir Mashurov; Natalia Semenova

Graph Anomaly Detection with Diffusion Model-Based Graph Enhancement (Student Abstract)
Shikang Pang; Chunjing Xiao; Wenxin Tai; Zhangtao Cheng; Fan Zhou

A SAT + Computer Algebra System Verification of the Ramsey Problem R(3, 8) (Student Abstract)
Conor Duggan; Zhengyu Li; Curtis Bright; Vijay Ganesh

Meta-Crafting: Improved Detection of Out-of-Distributed Texts via Crafting Metadata Space (Student Abstract)
Ryan Koo; Yekyung Kim; Dongyeop Kang; Jaehyung Kim

Fast and Knowledge-Free Deep Learning for General Game Playing (Student Abstract)
Michał Maras; Michał Kępa; Jakub Kowalski; Marek Szykuła

Decompositions in Compositional Translation of LTLf to DFA (Student Abstract)
Yash Kankariya; Suguman Bansal

Novax or Novak? Estimating Social Media Stance towards Celebrity Vaccine Hesitancy (Student Abstract)
Madhav Hota; Adel Khorramrouz; Ashiqur R. KhudaBukhsh

Faithful Trip Recommender Using Diffusion Guidance (Student Abstract)
Wenzheng Shu; Yanlong Huang; Wenxin Tai; Zhangtao Cheng; Bei Hui; Goce Trajcevski

Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract)
Ryan Schuerkamp; Xinyu Li; Brian Kunzer; Leonard S. Weiss; Hernando Gómez; Francis X. Guyette; Michael R. Pinsky; Artur Dubrawski

Evaluation of Large Language Models on Code Obfuscation (Student Abstract)
Adrian Swindle; Derrick McNealy; Giri Krishnan; Ramyaa Ramyaa

Rethinking Attention: Exploring Shallow Feed-Forward Neural Networks as an Alternative to Attention Layers in Transformers (Student Abstract)
Danilo Dordevic; Vukasin Bozic; Joseph Thommes; Daniele Coppola; Sidak Pal Singh

Intersection of Artificial Intelligence and Medical Education (Student Abstract)
Keefer P. Wu; Patricia C. Tsang

IncepSeqNet: Advancing Signal Classification with Multi-Shape Augmentation (Student Abstract)
Jongseok Kim; Ohyun Jo

Large Language Models as Planning Domain Generators (Student Abstract)
James Oswald; Kavitha Srinivas; Harsha Kokel; Junkyu Lee; Michael Katz; Shirin Sohrabi

JoLT: Jointly Learned Representations of Language and Time-Series for Clinical Time-Series Interpretation (Student Abstract)
Yifu Cai; Arvind Srinivasan; Mononito Goswami; Arjun Choudhry; Artur Dubrawski

Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract)
Hui Tang; Xun Liang; Sensen Zhang

Engineering the Neural Collapse Geometry of Supervised-Contrastive Loss (Student Abstract)
Jaidev Gill; Vala Vakilian; Christos Thrampoulidis

Finetuning LLMs for Automatic Concept to TTI Prompt Generation (Student Abstract)
Jeremy Rutter; Maneesh Reddy Chamakura; Justin Delgado; Gene Louis Kim

Dual Mapping of 2D StyleGAN for 3D-Aware Image Generation and Manipulation (Student Abstract)
Zhuo Chen; Haimei Zhao; Chaoyue Wang; Bo Yuan; Xiu Li

STViT: Improving Self-Supervised Multi-Camera Depth Estimation with Spatial-Temporal Context and Adversarial Geometry Regularization (Student Abstract)
Zhuo Chen; Haimei Zhao; Bo Yuan; Xiu Li

Graph Clustering Methods Derived from Column Subset Selection (Student Abstract)
Wei Mao; Guihong Wan; Haim Schweitzer

Data-Driven Discovery of Design Specifications (Student Abstract)
Angela Chen; Nicholas Gisolfi; Artur Dubrawski

Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract)
Jinyu Hong; Ping Kuang; Qiang Gao; Fan Zhou

Counterfactual Graph Learning for Anomaly Detection with Feature Disentanglement and Generation (Student Abstract)
Yutao Wei; Wenzheng Shu; Zhangtao Cheng; Wenxin Tai; Chunjing Xiao; Ting Zhong

A Wireframe-Based Approach for Classifying and Acquiring Proficiency in the American Sign Language (Student Abstract)
Dylan Pallickara; Sarath Sreedharan

Shallow Diffusion for Fast Speech Enhancement (Student Abstract)
Yue Lei; Bin Chen; Wenxin Tai; Ting Zhong; Fan Zhou

Instance-Wise Laplace Mechanism via Deep Reinforcement Learning (Student Abstract)
Sehyun Ryu; Hosung Joo; Jonggyu Jang; Hyun Jong Yang

Strategic Recommendation: Revenue Optimal Matching for Online Platforms (Student Abstract)
Luca D’Amico-Wong; Gary Qiurui Ma; David Parkes

QuickRender: A Photorealistic Procedurally Generated Dataset with Applications to Super Resolution (Student Abstract)
Morgan Payette; Charlotte Curtis

Pass-Efficient Algorithms for Graph Spectral Clustering (Student Abstract)
Boshen Yan; Guihong Wan; Haim Schweitzer; Zoltan Maliga; Sara Khattab; Kun-Hsing Yu; Peter K. Sorger; Yevgeniy R. Semenov

Novel Class Discovery for Representation of Real-World Heritage Data as Neural Radiance Fields (Student Abstract)
Shivanand Kundargi; Tejas Anvekar; Ramesh Tabib; Uma Mudenagudi

Spatial-Temporal Augmentation for Crime Prediction (Student Abstract)
Hongzhu Fu; Fan Zhou; Qing Guo; Qiang Gao

Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract)
Takumu Shimizu; Ryota Higa; Katsuhide Fujita; Shinji Nakadai

Potential-Based Reward Shaping for Intrinsic Motivation (Student Abstract)
Grant C. Forbes; David L. Roberts

Power-Aware Inverse-Search Machine Learning for Low Resource Multi-Objective Unmanned Underwater Vehicle Control (Student Abstract)
Brian Zhou; Jason Geder; Kamal Viswanath; Alisha Sharma; Julian Lee

Fair Representation Learning with Maximum Mean Discrepancy Distance Constraint (Student Abstract)
Alexandru Lopotenco; Ian Tong Pan; Jack Zhang; Guan Xiong Qiao

LaMAR: Laplacian Pyramid for Multimodal Adaptive Super Resolution (Student Abstract)
Aditya Kasliwal; Aryan Kamani; Ishaan Gakhar; Pratinav Seth; Sriya Rallabandi

Learning Random Noise Salient Feature Fusion Siamese Network for Low-Resolution Object Tracking (Student Abstract)
Md Maklachur Rahman; Tracy Hammond

Neuroevolution of a Multi-Generator GAN (Student Abstract)
Suraj Pandey

Decoupling User Relationships Guides Information Diffusion Prediction (Student Abstract)
Wenxue Ye; Shichong Li; Zhangtao Cheng; Xovee Xu; Ting Zhong; Bei Hui; Fan Zhou

Multilingual Medical Language Models: A Path to Improving Lay Health Worker Effectiveness (Student Abstract)
Agasthya Gangavarapu

Generalizable Policy Improvement via Reinforcement Sampling (Student Abstract)
Rui Kong; Chenyang Wu; Zongzhang Zhang

Multi-Scale Dynamic Graph Learning for Time Series Anomaly Detection (Student Abstract)
Yixuan Jin; Yutao Wei; Zhangtao Cheng; Wenxin Tai; Chunjing Xiao; Ting Zhong

Evaluating the Efficacy of Prompting Techniques for Debiasing Language Model Outputs (Student Abstract)
Shaz Furniturewala; Surgan Jandial; Abhinav Java; Simra Shahid; Pragyan Banerjee; Balaji Krishnamurthy; Sumit Bhatia; Kokil Jaidka