Academic Publications

LASER: A Corrective Lens for LVLMs via Visual Attention Preservation and Sink Suppression, arXiv 2026

Yuan, B., Wang, Z., Luo, Y., Wang, S. and Huang, Z.

PEFTDiff: Diffusion-Guided Transferability Estimation for Parameter-Efficient Fine-Tuning, IEE - CVPR 2026

Khoba, P.K., Wang, Z., Arora, C., & Baktashmotlagh, M

Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents, NeurIPS 2025

Zhang, Z., Zhu, L., Fang, Z., Huang, Z. and Luo, Y.

SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization,WACV 2026

Yuan, B., Fu, Y., Wang, Z., Luo, Y. and Huang, Z.

FacProcessTwin: An LLM-Based System for Process Twin Development, arXiv 2026

Pulse, Y., Kang, Y.B., Banerjee, A. and Jayaraman, P.P.

FactoryLLM: A Safe and Open-Source AI Playground for Evaluating LLMs in Smart Factories, INDIN 2026

Pulse, Y., Kang, Y.B., Banerjee, A., Forkan, A. and Jayaraman, P.P.

Large Language Models Meet Wearable Sensing: A Demo of Training-Free HAR with RAG-HAR, IEEE PerCom Workshops 2026

Karunarathna, H., Sivaroopan, N., Madarasingha, C., Jayasumana, A. and Thilakarathna, K.

RAG-HAR: Retrieval Augmented Generation-Based Human Activity Recognition, IEEE PerCom 2026

Sivaroopan, N., Karunarathna, H., Madarasingha, C., Jayasumana, A. and Thilakarathna, K.

Language-Driven Fine-Grained Retrieval, IEEE - CVPR 2026

Wang, S., Yu, X., Luo, Y., Wang, Z., Zhang, P. and Huang, Z.

SHIELD: An Auto-Healing Agentic Defense Framework for LLM Resource Exhaustion Attacks, arXiv 2026

Sivaroopan, N., Thilakarathna, K., Zomaya, A., Manu, Guo, Y., Plested, J., Lynar, T., Yang, J. and Yang, W.

ATLAS: Alibaba Dataset and Benchmark for Learning-Augmented Scheduling,ICLR 2026

Jiang, Z., Zhao, T., Xia, C. and Zomaya, A.Y.

On Smoothness Bounds For Non-Clairvoyant Scheduling With Prediction, ICLR 2026

Zhao, T. and Zomaya, A.Y.

CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving, NeurIPS 2025

Zhao, T. and Zomaya, A.Y.

MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent, IEEE - CVPR 2026

Fu, Y., Zhang, Z., Zhang, Y., Wang, Z., Huang, Z. and Luo, Y.

TALO: Pushing 3D Vision Foundation Models Towards Globally Consistent Online Reconstruction, IEEE - CVPR 2026

Zhang, F., Zhang, T., Khosoussi, K., Zhang, Z., Huang, Z. and Luo, Y.

Test-Time 3D Occupancy Prediction, IEEE - CVPR 2026

Zhang, F., Sun, X., Yang, H., Zhang, Z., Huang, Z. and Luo, Y.

MergeVLA: Cross-Skill Model Merging Toward a Generalist Vision-Language-Action Agent, IEEE - CVPR 2026

Fu, Y., Zhang, Z., Zhang, Y., Wang, Z., Huang, Z. and Luo, Y.

GPU-Accelerated Approximate Nearest Neighbor Search via PCA-Augmented Graph Indexing for Vector Databases, IEEE - PDPS 2026

Wang, Y., HoseinyFarahabady, M.R. and Zomaya, A.Y.

The Evolution of Decentralized Systems: From Gray's Framework to Blockchain and Beyond, arXiv 2026

Dong, Z., Lee, Y.C. and Zomaya, A.Y.