Jin Lu

Orcid: 0000-0003-1356-0202

Affiliations:

University of Georgia, School of Computing, Atlanta, GA, USA
University of Michigan-Dearborn, Department of Computer and Information Science, Dearborn, MI, USA
University of Connecticut, Department of Computer Science and Engineering, Storrs, CT, USA (PhD 2019)

According to our database¹, Jin Lu authored at least 46 papers between 2014 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Roots Beneath the Cut: Uncovering the Risk of Concept Revival in Pruning-Based Unlearning for Diffusion Models.

[BibT_eX]

[DOI]

CoRR, March, 2026

LARV: Data-Free Layer-wise Adaptive Rescaling Veneer for Model Merging.

[BibT_eX]

[DOI]

CoRR, February, 2026

Large language models for bioinformatics.

[BibT_eX]

[DOI]

Quant. Biol., 2026

ADLGen: Synthesizing Symbolic, Event-Triggered Sensor Sequences for Smart-Home Human Activity Modeling.

[BibT_eX]

[DOI]

Proceedings of the 2026 ACM/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems, 2026

2025

Smarter Together: Combining Large Language Models and Small Models for Physiological Signals Visual Inspection.

[BibT_eX]

[DOI]

William D. S. Killgore

J. Heal. Informatics Res., December, 2025

Advancing physiological time series reconstruction and imputation via mixture of receptive fields and experts fusion.

[BibT_eX]

[DOI]

CoRR, December, 2025

MARAuder's Map: Motion-Aware Real-time Activity Recognition with Layout-Based Trajectories.

[BibT_eX]

[DOI]

CoRR, November, 2025

CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams.

[BibT_eX]

[DOI]

CoRR, October, 2025

MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information.

[BibT_eX]

[DOI]

CoRR, October, 2025

End-to-End On-Device Quantization-Aware Training for LLMs at Inference Cost.

[BibT_eX]

[DOI]

CoRR, September, 2025

Rethinking the Potential of Layer Freezing for Efficient DNN Training.

[BibT_eX]

[DOI]

CoRR, August, 2025

ADLGen: Synthesizing Symbolic, Event-Triggered Sensor Sequences for Human Activity Modeling.

[BibT_eX]

[DOI]

CoRR, May, 2025

Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training.

[BibT_eX]

[DOI]

CoRR, April, 2025

From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches.

[BibT_eX]

[DOI]

CoRR, March, 2025

Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning.

[BibT_eX]

[DOI]

CoRR, February, 2025

Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models.

[BibT_eX]

[DOI]

William D. S. Killgore

CoRR, January, 2025

LOCAL: Latent Orthonormal Contrastive Learning for Paired Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training.

[BibT_eX]

[DOI]

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

Towards Memory-Efficient and Sustainable Machine Unlearning on Edge using Zeroth-Order Optimizer.

[BibT_eX]

[DOI]

Proceedings of the Great Lakes Symposium on VLSI 2025, GLSVLSI 2025, New Orleans, LA, USA, 30 June 2025, 2025

HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

On-Device Indoor Positioning: A Federated Reinforcement Learning Approach With Heterogeneous Devices.

[BibT_eX]

[DOI]

IEEE Internet Things J., February, 2024

Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios.

[BibT_eX]

[DOI]

CoRR, 2024

HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization.

[BibT_eX]

[DOI]

CoRR, 2024

A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluation of OpenAI o1: Opportunities and Challenges of AGI.

[BibT_eX]

[DOI]

CoRR, 2024

Zero-shot image segmentation for monitoring thermal conditions of individual cage-free laying hens.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2024

Proximal Federated Learning for Body Mass Index Monitoring using Commodity WiFi.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual International Conference on Mobile Computing and Networking, 2024

2023

Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges.

[BibT_eX]

[DOI]

CoRR, 2023

Mobilizing Personalized Federated Learning via Random Walk Stochastic ADMM.

[BibT_eX]

[DOI]

CoRR, 2023

BMEye: Public Health-Oriented Body Mass Index Monitoring Using Commodity WiFi.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE World Forum on Internet of Things, 2023

Polyhedron Attention Module: Learning Adaptive-order Interactions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Mobilizing Personalized Federated Learning in Infrastructure-Less and Heterogeneous Environments via Random Walk Stochastic ADMM.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

A Bisection Reinforcement Learning Approach to 3-D Indoor Localization.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

2019

Multi-view cluster analysis with incomplete data to understand treatment effects.

[BibT_eX]

[DOI]

Inf. Sci., 2019

2018

Large-scale Automatic Depression Screening Using Meta-data from WiFi Infrastructure.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Joint Modeling of Heterogeneous Sensing Data for Depression Assessment via Multi-task Learning.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

Top-Down Indoor Localization with Wi-Fi Fingerprints Using Deep Q-Network.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

2017

Fusing location data for depression prediction.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE SmartWorld, 2017

Bi-subspace saliency detection.

[BibT_eX]

[DOI]

Jin Lu

Fei Dou

Proceedings of the IEEE 7th Annual Computing and Communication Workshop and Conference, 2017

VIGAN: Missing view imputation with generative adversarial networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Collaborative phenotype inference from comorbid substance use disorders and genotypes.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

Behavior vs. introspection: refining prediction of clinical depression via smartphone sensing data.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Wireless Health, 2016

A Sparse Interactive Model for Matrix Completion with Side Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Multi-view Bi-clustering to Identify Smartphone Sensing Features Indicative of Depression.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Connected Health: Applications, 2016

2015

Multi-view Sparse Co-clustering via Proximal Alternating Linearized Minimization.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

2014

A sparse integrative cluster analysis for understanding soybean phenotypes.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

Jin Lu

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