Knowledge-Defined Networking. - Albert Mestres; Alberto Rodríguez-Natal; Josep Carner; Pere Barlet-Ros; Eduard Alarcón; Marc Solé; Victor Muntés-Mulero; David Meyer; Sharon Barkai; Mike J. Hibbett; Giovani Estrada; Khaldun Maruf; et al. (Comput. Commun. Rev., 2017)

Semantic Image Retrieval by Uniting Deep Neural Networks and Cognitive Architectures. - Alexey Potapov; Innokentii Zhdanov; Oleg Scherbakov; Nikolai Skorobogatko; Hugo Latapie; Enzo Fenoglio (AGI, 2018)

Metric Embedding Autoencoders for Unsupervised Cross-Dataset Transfer Learning. - Alexey Potapov; Sergey Rodionov; Hugo Latapie; Enzo Fenoglio (ICANN (3), 2018)

Improving Deep Models of Person Re-identification for Cross-Dataset Usage. - Sergey Rodionov; Alexey Potapov; Hugo Latapie; Enzo Fenoglio; Maxim Peterson (AIAI, 2018)

Exocentric to Egocentric Image Generation Via Parallel Generative Adversarial Network. - Gaowen Liu; Hao Tang 005; Hugo Latapie; Yan Yan 002 (ICASSP, 2020)

Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. - Keshav Bhandari; Mario A. DeLaGarza; Ziliang Zong; Hugo Latapie; Yan Yan 002 (ICIP, 2020)

Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation. - Bin Duan; Wei Wang 108; Hao Tang 005; Hugo Latapie; Yan Yan 002 (ICPR, 2020)

A Reasoning Based Model for Anomaly Detection in the Smart City Domain. - Patrick Hammer; Tony Lofthouse; Enzo Fenoglio; Hugo Latapie; Pei Wang 002 (IntelliSys (2), 2020)

A Metamodel and Framework for AGI. - Hugo Latapie; Özkan Kiliç (CoRR, 2020)

Learning Audio-Visual Correlations From Variational Cross-Modal Generation. - Ye Zhu; Yu Wu 011; Hugo Latapie; Yi Yang 001; Yan Yan 002 (ICASSP, 2021)

Cross-View Exocentric to Egocentric Video Synthesis. - Gaowen Liu; Hao Tang 005; Hugo Latapie; Jason J. Corso; Yan Yan 002 (ACM Multimedia, 2021)

Neurosymbolic Systems of Perception & Cognition: The Role of Attention. - Hugo Latapie; Özkan Kiliç; Kristinn R. Thórisson; Pei Wang 002; Patrick Hammer (CoRR, 2021)

A Metamodel and Framework for Artificial General Intelligence From Theory to Practice. - Hugo Latapie; Özkan Kiliç; Gaowen Liu; Ramana Kompella; Adam Lawrence; Yuhong Sun; Jayanth Srinivasa; Yan Yan 002; Pei Wang 002; Kristinn R. Thórisson (J. Artif. Intell. Conscious., 2021)

SHIL: Self-Supervised Hybrid Learning for Security Attack Detection in Containerized Applications. - Yuhang Lin; Olufogorehan Tunde-Onadele; Xiaohui Gu; Jingzhu He; Hugo Latapie (ACSOS, 2022)

Parallel Generative Adversarial Network for Third-person to First-person Image Generation. - Gaowen Liu; Hugo Latapie; Özkan Kiliç; Adam Lawrence (CVPR Workshops, 2022)

Deep Normalized Cross-Modal Hashing with Bi-Direction Relation Reasoning. - Changchang Sun; Hugo Latapie; Gaowen Liu; Yan Yan 002 (CVPR Workshops, 2022)

Learning Omnidirectional Flow in 360$^ circ $ Video via Siamese Representation. - Keshav Bhandari; Bin Duan; Gaowen Liu; Hugo Latapie; Ziliang Zong; Yan Yan 002 (ECCV (8), 2022)

Hybrid AI for IoT Actionable Insights & Real-Time Data-Driven Networks. - Hugo Latapie; Mina Gabriel; Ramana Kompella (IWSSL, 2022)

Learning Omnidirectional Flow in 360-degree Video via Siamese Representation. - Keshav Bhandari; Bin Duan; Gaowen Liu; Hugo Latapie; Ziliang Zong; Yan Yan 002 (CoRR, 2022)

Tacit knowledge elicitation process for industry 4.0. - Enzo Fenoglio; Emre Kazim; Hugo Latapie; Adriano S. Koshiyama (Discov. Artif. Intell., 2022)

Classifying Functional Brain Graphs Using Graph Hypervector Representation. - Lulu Ge; Ali Payani; Hugo Latapie; Keshab K. Parhi (ACSSC, 2023)

Hyperdimensional Computing for Robust and Efficient Unsupervised Learning. - Sanggeon Yun; Hamza Errahmouni Barkam; Paul R. Genssler; Hugo Latapie; Hussam Amrouch; Mohsen Imani (ACSSC, 2023)

Comparative Reasoning for Intelligent Agents. - Patrick Hammer; Peter Isaev; Hugo Latapie; Francesco Lanza; Antonio Chella; Pei Wang 002 (AGI, 2023)

Explicit Goal-Driven Autonomous Self-Explanation Generation. - Kristinn R. Thórisson; Hjörleifur Rörbeck; Jeff Thompson; Hugo Latapie (AGI, 2023)

Addressing the Unsustainability of Deep Neural Networks with Next-Gen AI. - Amanda Vallentin; Kristinn R. Thórisson; Hugo Latapie (AGI, 2023)

A Retrieve-and-Read Framework for Knowledge Graph Link Prediction. - Vardaan Pahuja; Boshi Wang; Hugo Latapie; Jayanth Srinivasa; Yu Su 001 (CIKM, 2023)

Hierarchical, Distributed and Brain-Inspired Learning for Internet of Things Systems. - Mohsen Imani; Yeseong Kim; Behnam Khaleghi; Justin Morris; Haleh Alimohamadi; Farhad Imani; Hugo Latapie (ICDCS, 2023)

Automated Spatiotemporal Modeling for Real-Time Data-Driven Actionable Insights. - Hugo Latapie; Mina Gabriel; Sidarth Srinivasan; Ramana Kompella; Kristinn R. Thórisson; Pei Wang 002 (IntelliSys (1), 2023)

MOHAWK: Mobility and Heterogeneity-Aware Dynamic Community Selection for Hierarchical Federated Learning. - Allen-Jasmin Farcas; Myungjin Lee; Ramana Rao Kompella; Hugo Latapie; Gustavo de Veciana; Radu Marculescu (IoTDI, 2023)

Demo Abstract: FreePulse Heart Rate Monitoring System using Ambient Structural Vibrations. - Jesse R. Codling; Jeffrey D. Shulkin; Yiwen Dong 001; Jiale Zhang; Hugo Latapie; Hae Young Noh; Pei Zhang 001 (IPSN, 2023)

GameVibes: Vibration-based Crowd Monitoring for Sports Games through Audience-Game-Facility Association Modeling. - Yiwen Dong 001; Yuyan Wu; Jesse R. Codling; Jatin Aggarwal; Peide Huang; Wenhao Ding; Hugo Latapie; Pei Zhang 001; Hae Young Noh (BuildSys, 2023)

Sparsity Controllable Hyperdimensional Computing for Genome Sequence Matching Acceleration. - Hanning Chen; Yeseong Kim; Elaheh Sadredini; Saransh Gupta; Hugo Latapie; Mohsen Imani (VLSI-SoC, 2023)

EENet: Learning to Early Exit for Adaptive Inference. - Fatih Ilhan; Ling Liu 001; Ka Ho Chow; Wenqi Wei 001; Yanzhao Wu 001; Myungjin Lee; Ramana Kompella; Hugo Latapie; Gaowen Liu (CoRR, 2023)

RecallM: An Architecture for Temporal Context Understanding and Question Answering. - Brandon Kynoch; Hugo Latapie (CoRR, 2023)

Ethosight: A Reasoning-Guided Iterative Learning System for Nuanced Perception based on Joint-Embedding & Contextual Label Affinity. - Hugo Latapie; Kristinn R. Thórisson; Shan Yu; Vahagn Petrosyan; Patrick Hammer; Pei Wang 002; Brandon Kynoch; Hanning Chen; Tangrui Li (CoRR, 2023)

CenterRadarNet: Joint 3D Object Detection and Tracking Framework using 4D FMCW Radar. - Jen-Hao Cheng; Sheng-Yao Kuan; Hugo Latapie; Gaowen Liu; Jenq-Neng Hwang (CoRR, 2023)

FloHR: Ubiquitous Heart Rate Measurement using Indirect Floor Vibration Sensing. - Jesse R. Codling; Jeffrey D. Shulkin; Yen-Cheng Chang; Jiale Zhang; Hugo Latapie; Hae Young Noh; Pei Zhang 001; Yiwen Dong 001 (BuildSys, 2024)

DεpS: Delayed ε-Shrinking for Faster Once-for-All Training. - Aditya Annavajjala; Alind Khare; Animesh Agrawal; Igor Fedorov; Hugo Latapie; Myungjin Lee; Alexey Tumanov (ECCV (89), 2024)

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. - Hanning Chen; Wenjun Huang 001; Yang Ni 001; Sanggeon Yun; Yezi Liu; Fei Wen; Alvaro Velasquez; Hugo Latapie; Mohsen Imani (ECCV Workshops (20), 2024)

SuperFedNAS: Cost-Efficient Federated Neural Architecture Search for On-device Inference. - Alind Khare; Animesh Agrawal; Aditya Annavajjala; Payman Behnam; Myungjin Lee; Hugo Latapie; Alexey Tumanov (ECCV (79), 2024)

Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments. - Yu Gu 016; Yiheng Shu; Hao Yu; Xiao Liu 036; Yuxiao Dong; Jie Tang 001; Jayanth Srinivasa; Hugo Latapie; Yu Su 001 (EMNLP, 2024)

High-Performance Reconfigurable Accelerator for Knowledge Graph Reasoning. - Hanning Chen; Ali Zakeri; Yang Ni 001; Fei Wen; Behnam Khaleghi; Hugo Latapie; Mohsen Imani (FCCM, 2024)

CenterRadarNet: Joint 3D Object Detection and Tracking Framework Using 4D FMCW Radar. - Jen-Hao Cheng; Sheng-Yao Kuan; Hou-I Liu; Hugo Latapie; Gaowen Liu; Jenq-Neng Hwang (ICIP, 2024)

CHESSFL: Clustering Hierarchical Embeddings for Semi-Supervised Federated Learning. - Allen-Jasmin Farcas; Myungjin Lee; Ali Payani; Hugo Latapie; Ramana Rao Kompella; Radu Marculescu (IoTDI, 2024)

Poster Abstract: Listen and Then Sense: Vibration-based Sports Crowd Monitoring by Pre-training with Public Audio Datasets. - Yen-Cheng Chang; Jesse R. Codling; Yiwen Dong 001; Jiale Zhang; Jeffrey D. Shulkin; Hugo Latapie; Carlee Joe-Wong; Hae Young Noh; Pei Zhang 001 (IPSN, 2024)

Boosting Online 3D Multi-Object Tracking through Camera-Radar Cross Check. - Sheng-Yao Kuan; Jen-Hao Cheng; Hsiang-Wei Huang; Wenhao Chai; Cheng-Yen Yang; Hugo Latapie; Gaowen Liu; Bing-Fei Wu; Jenq-Neng Hwang (IV, 2024)

VQPy: An Object-Oriented Approach to Modern Video Analytics. - Shan Yu; Zhenting Zhu; Yu Chen 038; Hanchen Xu; Pengzhan Zhao; Yang Wang; Arthi Padmanabhan; Hugo Latapie; Harry Xu 001 (MLSys, 2024)

MetaFL: Privacy-preserving User Authentication in Virtual Reality with Federated Learning. - Ruizhi Cheng; Yuetong Wu; Ashish Kundu; Hugo Latapie; Myungjin Lee; Songqing Chen; Bo Han 001 (SenSys, 2024)

Adaptive Deep Neural Network Inference Optimization with EENet. - Fatih Ilhan; Ka-Ho Chow; Sihao Hu; Tiansheng Huang; Selim F. Tekin; Wenqi Wei 001; Yanzhao Wu 001; Myungjin Lee; Ramana Kompella; Hugo Latapie; Gaowen Liu; Ling Liu 001 (WACV, 2024)

HDReason: Algorithm-Hardware Codesign for Hyperdimensional Knowledge Graph Reasoning. - Hanning Chen; Yang Ni 001; Ali Zakeri; Zhuowen Zou; Sanggeon Yun; Fei Wen; Behnam Khaleghi; Narayan Srinivasa; Hugo Latapie; Mohsen Imani (CoRR, 2024)

TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection. - Hanning Chen; Wenjun Huang 001; Yang Ni 001; Sanggeon Yun; Fei Wen; Hugo Latapie; Mohsen Imani (CoRR, 2024)

DεS: Delayed ε-Shrinking for Faster Once-For-All Training. - Aditya Annavajjala; Alind Khare; Animesh Agrawal; Igor Fedorov; Hugo Latapie; Myungjin Lee; Alexey Tumanov (CoRR, 2024)

Conjunctive block coding for hyperdimensional graph representation. - Ali Zakeri; Zhuowen Zou; Hanning Chen; Hugo Latapie; Mohsen Imani (Intell. Syst. Appl., 2024)

Self-Supervised Machine Learning Framework for Online Container Security Attack Detection. - Olufogorehan Tunde-Onadele; Yuhang Lin; Xiaohui Gu; Jingzhu He; Hugo Latapie (ACM Trans. Auton. Adapt. Syst., 2024)

IFODHD: Improved Feature Selection Based Outlier Detection using Hyperdimensional Computing. - Wenrui Xu; Evan Krainess; Ali Payani; Hugo Latapie; Keshab K. Parhi (J. Signal Process. Syst., 2024)

MonoTAKD: Teaching Assistant Knowledge Distillation for Monocular 3D Object Detection. - Hou-I Liu; Christine Wu; Jen-Hao Cheng; Wenhao Chai; Shian-Yun Wang; Gaowen Liu; Hugo Latapie; Jhih-Ciang Wu; Jenq-Neng Hwang; Hong-Han Shuai; Wen-Huang Cheng (CVPR, 2025)

SSDL: Sensor-to-Skeleton Diffusion Model with Lipschitz Regularization for Human Activity Recognition. - Nikhil Sharma; Changchang Sun; Zhenghao Zhao; Anne Hee Hiong Ngu; Hugo Latapie; Yan Yan 002 (MMM (4), 2025)

KGAccel: A Domain-Specific Reconfigurable Accelerator for Knowledge Graph Reasoning. - Hanning Chen; Ali Zakeri; Yang Ni 001; Fei Wen; Behnam Khaleghi; Hugo Latapie; Alvaro Velasquez; Mohsen Imani (NeuS, 2025)

VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation. - Hanning Chen; Yang Ni 001; Wenjun Huang 001; Yezi Liu; Sungheon Jeong 001; Fei Wen; Nathaniel D. Bastian; Hugo Latapie; Mohsen Imani (WACV, 2025)

Common Sense Is All You Need. - Hugo Latapie (CoRR, 2025)

Towards A Litmus Test for Common Sense. - Hugo Latapie (CoRR, 2025)

Enabling Efficient and Interpretable Cybersecurity Reasoning Through Hyperdimensional Computing. - Ali Zakeri; Hanning Chen; Narayan Srinivasa; Hugo Latapie; Mohsen Imani (IEEE Trans. Artif. Intell., 2025)