[Paper] (09/04/26) Our paper titled "ChunkVLA-AM: Parallel Action Chunking for Vision-Language-Action Robot Control in Additive Manufacturing" has been accepted as regular paper in ICTAI 2026. Congratulations!
[Fellowship] (08/20/26) PI Jinghao Yang has been awarded as Artificial Intelligence Faculty Research Fellow. Congratulations!
[Paper] (05/13/26) Our paper titled "Patch-MoE Mamba: A Patch-Ordered Mixture-of-Experts State Space Architecture for Medical Image Segmentation" has been accepted for oral presentation in IEEE/ACM CHASE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Full Scale Deep Learning Based Additive Manufacturing Defect Detection Framework" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Standardizing the Frontier: A Comprehensive Benchmark Dataset for Reliable AI-Based Defect Detection in Additive Manufacturing" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Stereo Vision-Based Point Cloud Reconstruction of Additive Manufacturing Productions" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Self-Supervised Representation Learning for Robust Sem-Based Semiconductor Defect Analysis" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Quantitative Vibration-Based Prognostics of Railcar Bearings Using Encoder-Decoder LSTM" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "A Robust Color-Enhanced Registration Framework for Fast 3d Reconstruction of Texture-Poor Industrial Components" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/12/26) Our paper titled "Laser-Excited Downconversion Nanoparticle Sensing for Crack Characterization in Infrastructure Monitoring" has been accepted for oral presentation in QNDE 2026. Congratulations!
[Paper] (05/04/26) Our paper titled "Non-Contact Vibration-Based Damage Detection of Civil Structures Using a Cost-Effective Autonomous UAV" has been accepted for oral presentation in ICUAS 2026. Congratulations!
[Award] (04/24/26) Martha has been awarded as Graduate Oral Presentation in Robotics and Artificial Intelligence at 2026 STEM research conference. Congratulations!
[Award] (05/02/25) Jingyi has been awarded as Best Graduate Poster Presentation in Electrical Engineering at 2026 STEM research conference. Congratulations!
[Award] (05/02/25) Martha has been nominated for National Student Employee of the Year by the NSEA Association. Congratulations!
[Project] (03/27/26) Our lab reveived a Student Mentoring and Research Training (SMART) program funding for undergraduate students research. Congratulations!
[Paper] (03/20/26) Our paper titled "Bridging the Pretrain-to-Real Gap: Alignment Challenges in Deploying Generalist VLA Models for Additive Manufacturing" has been accepted for oral presentation in CVPR Workshop 2026. Congratulations!
[Paper] (03/20/26) Our paper titled "DFedReweighting: A Unified Framework for Objective-Oriented Reweighting in Decentralized Federated Learning" has been accepted for WCCI 2026 IJCNN. Congratulations!
[Project] (03/13/26) Our lab received a Sustainable Research Pathways (SRP) program funding for "Vision-Based Traffic Anomaly Detection and Congestion Modeling for Smart Intersections". Congratulations!
[Project] (03/13/26) Our lab received a Sustainable Research Pathways (SRP) program funding for " LLM-Enhanced Multi-Modality Digital Twin–Sensor Fusion for Enhanced Safeguards in Complex Energy Systems". Congratulations!
[Paper] (02/25/26) Our paper titled "Integrating Vision System and Virtual Reality for Process Monitoring in Additive Manufacturing" has been accepted for IEEE I2MTC 2026. Congratulations!
[Paper] (02/23/26) Our paper titled "Predictive Condition Monitoring of Freight Rail Bearings: A Vibration-Based Machine Learning Approach" has been accepted for 2026 INNOVARail Conference. Congratulations!
[Paper] (02/21/26) Our paper titled "A-SelecT: Automatic Timestep Selection for Diffusion Transformer Representation Learning" has been accepted for poster presentation in CVPR Finding 2026. Congratulations!
[Project] (10/31/25) Our lab received a NSF ACCESS DISCOVERY Advanced Computing funding for "AI-Enhanced Cross-Scale Sensing and Intelligent Quality Assessment for Scalable Additive Manufacturing", Award Number: ELE250047. Congratulations! https://allocations.access-ci.org/current-projects?_requestNumber=ELE250047
[Paper] (08/17/25) Our paper titled "A Novel Digital Twin Driven Multi-Camera Edge Computing Sensing System for Additive Manufacturing" has been accepted for 2025 IEEE SENSORS. Congratulations!
[Award] (05/02/25) Martha has been awarded as Best Doctoral Oral Presentation in Robotics and Artificial Intelligence at 2025 STEM research conference. Congratulations!
[Award] (04/25/25) Miguel has been elected to participate in the 2025 REU program at Florida International University. Congratulations!
[Paper] (04/04/25) Our paper titled "A Novel Real-Time Defect Analysis Based on Large Language Model in Additive Manufacturing" has been accepted for FAIM 2025. Congratulations!
[Paper] (04/02/25) Our paper titled "AI-enhanced Real-time Additive Manufacturing Defect Detection Method" has been accepted for FAIM 2025. Congratulations!
[Paper] (03/31/25) Our paper titled "Intelligent Battery Design Method based on Deep Learning Algorithm" has been accepted for FAIM 2025. Congratulations!
[Grant] (03/12/25) Dr. Yang received a TRIP funding in FY2025 for proposal development.