NL
Nicholas D. Lane
cs.LGcs.AIcs.CVcs.DCcs.CLstat.MLcs.ARcs.SDeess.AScs.CR
On Valency
published · living versionsW_u6w7p3d3·v1 · currentpublished
PCHMR: Empowering and Benchmarking Human Mesh Recovery in Privacy-Constrained Real-World Settings
with Zeyu Cao, Qingxuan Wu, Zhiyang Dou, Rui Xu +4
1 version
Preprints & journals
156 papers in the corpus · 2014–2026PCHMR: Empowering and Benchmarking Human Mesh Recovery in Privacy-Constrained Real-World Settings2610.24841v1 · Zeyu Cao, Qingxuan Wu, Zhiyang Dou et al.2026 · 0 citationsarXivon Valency
Learning to Read Out: Unembedding Dynamics in Language Model Pretraining2610.21025v1 · Matteo He, William F. Shen, Alex Iacob et al.2026 · 0 citationsarXiv
AgentPerfBench: A Benchmarking and Evaluation Suite for Inference Performance of Agentic LLMs2609.34683v1 · Cheuk Hang Lau, Zeyu Cao, Kevin Wong Cheuk Yin et al.2026 · 0 citationsarXiv
Extracting Forgotten Prompts from Targeted Unlearned Models2609.03662v1 · Au Ashley Hoi-Ting, Meghdad Kurmanji, William F. Shen et al.2026 · 0 citationsarXiv
Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens2609.01936v1 · Matteo He, William F. Shen, Xinchi Qiu et al.2026 · 0 citationsarXiv
Flower Hub: A Reproducible Benchmarking Platform for Federated Learning in Simulation and Deployment2608.25114v1 · Yan Gao, Mohammad Naseri, Javier Fernandez-Marques et al.2026 · 0 citationsarXiv
How LLM Task-Adaptation Reshapes Alignment: A Multi-dimensional Study of Behavioral and Representational Drift2607.22676v2 · James Elcock, William F. Shen, Xinchi Qiu et al.2026 · 0 citationsarXiv
The Red Queen Gödel Machine: Co-Evolving Agents and Their Evaluators2606.26294v3 · Alex Iacob, Andrej Jovanovi'c, William F. Shen et al.2026 · 1 citationarXiv
FoMoE: Breaking the Full-Replica Barrier with a Federation of MoEs2606.19025v2 · Lorenzo Sani, Zeyu Cao, Meghdad Kurmanji et al.2026 · 0 citationsarXiv
PreLort: Prefix-Nested LoRA for Federated Fine-Tuning under Rank Heterogeneity2606.15963v1 · Muhammad Waseem, Nurbek Tastan, Andrej Jovanovic et al.2026 · 0 citationsarXiv
Tina: A diffusion neural network for generating personalized AI models from text prompts.42453695 · Li, Zexi, Gao, Lingzhi, Cai, Dongqi et al.2026 · 0 citationsPatterns (New York, N.Y.). 2026;7(7):101571
Beyond Scaling: Agents Are Heading to the Edge2605.18535v1 · Chunlin Tian, Dongqi Cai, Wanru Zhao et al.2026 · 0 citationsarXiv
Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems2605.15573v1 · Nurbek Tastan, Alex Iacob, Lorenzo Sani et al.2026 · 0 citationsarXiv
EdgeFlowerTune: Evaluating Federated LLM Fine-Tuning Under Realistic Edge System Constraints2605.08636v1 · Jiaxiang Geng, Yiyi Lu, Lunyu Zhao et al.2026 · 0 citationsarXiv
Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods2605.05227v1 · Wanru Zhao, Yihong Chen, Yuzhi Tang et al.2026 · 0 citationsarXiv
MemExplorer: Navigating the Heterogeneous Memory Design Space for Agentic Inference NPUs2604.16007v2 · Haoran Wu, Zeyu Cao, Yao Lai et al.2026 · 0 citationsarXiv
Task-Centric Personalized Federated Fine-Tuning of Language Models2604.00050v3 · Gabriel U. Talasso, Meghdad Kurmanji, Allan M. de Souza et al.2026 · 1 citationarXiv
Supercharging Federated Intelligence Retrieval2603.25374v1 · Dimitris Stripelis, Patrick Foley, Mohammad Naseri et al.2026 · 0 citationsarXiv
Building Privacy-and-Security-Focused Federated Learning Infrastructure for Global Multi-Centre Healthcare Research2603.10063v1 · Fan Zhang, Daniel Kreuter, Javier Fernandez-Marques et al.2026 · 0 citationsarXiv
Auditing unauthorized training data from AI generated content using information isotopes.41723130 · Qi, Tao, Yin, Jinhua, Cai, Dongqi et al.2026 · 1 citationNature communications. 2026;17(1)
Floe: Federated Specialization for Real-Time LLM-SLM Inference2602.14302v1 · Chunlin Tian, Kahou Tam, Yebo Wu et al.2026 · 2 citationsarXiv
-FUM: Federated Unlearning via min--max and -divergence2602.06187v2 · Radmehr Karimian, Amirhossein Bagheri, Meghdad Kurmanji et al.2026 · 0 citationsarXiv
LoRDO: Distributed Low-Rank Optimization with Infrequent Communication2602.04396v2 · Andrej Jovanovi'c, Alex Iacob, Mher Safaryan et al.2026 · 0 citationsarXiv
Computational Compliance for AI Regulation: Blueprint for a New Research Domain2601.04474v1 · Bill Marino, Nicholas D. Lane2026 · 1 citationarXiv
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts2511.22305v1 · Dario Fenoglio, Mohan Li, Pietro Barbiero et al.2025 · 1 citationarXiv
Bringing Federated Learning to Space2511.14889v1 · Grace Kim, Filip Svoboda, Nicholas Lane2025 · 0 citationsarXiv
MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates2510.05361v1 · Alex Iacob, Andrej Jovanovic, Mher Safaryan et al.2025 · 0 citationsarXiv
AIReg-Bench: Benchmarking Language Models That Assess AI Regulation Compliance2510.01474v3 · Bill Marino, Rosco Hunter, Christoph Schnabl et al.2025 · 0 citationsarXiv
AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling2507.08567v2 · Preslav Aleksandrov, Meghdad Kurmanji, Fernando Garcia Redondo et al.2025 · 0 citationsarXiv
Breaking Physical and Linguistic Borders: Multilingual Federated Prompt Tuning for Low-Resource Languages2507.03003v1 · Wanru Zhao, Yihong Chen, Royson Lee et al.2025 · 0 citationsarXiv
CLUES: Collaborative High-Quality Data Selection for LLMs via Training Dynamics2507.03004v1 · Wanru Zhao, Hongxiang Fan, Shell Xu Hu et al.2025 · 0 citationsarXiv
Ubiquitous memory augmentation via mobile multimodal embedding system.40537518 · Cai, Dongqi, Wang, Shangguang, Peng, Chen et al.2025 · 3 citationsNature communications. 2025;16(1):5339
SEAT: Sparse Entity-Aware Tuning for Knowledge Adaptation while Preserving Epistemic Abstention2506.14387v3 · William F. Shen, Xinchi Qiu, Nicola Cancedda et al.2025 · 0 citationsarXiv
Efficient 3D Gaussian Splatting with Axis-Shared Rasterization and Order-independent Transmittance2506.07069v2 · Zhican Wang, Guanghui He, Lingjun Gao et al.2025 · 0 citationsarXiv
Cascadia: An Efficient Cascade Serving System for Large Language Models2506.04203v2 · Youhe Jiang, Fangcheng Fu, Wanru Zhao et al.2025 · 0 citationsarXiv
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models2506.02961v2 · Yan Gao, Massimo Roberto Scamarcia, Javier Fernandez-Marques et al.2025 · 1 citationarXiv
DES-LOC: Desynced Low Communication Adaptive Optimizers for Training Foundation Models2505.22549v1 · Alex Iacob, Lorenzo Sani, Mher Safaryan et al.2025 · 0 citationsarXiv
Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning?2505.19855v1 · Zexi Li, Xiangzhu Wang, William F. Shen et al.2025 · 0 citationsarXiv
Advancing AI-assisted Hardware Design with Hierarchical Decentralized Training and Personalized Inference-Time Optimization2506.00002v1 · Hao Mark Chen, Zehuan Zhang, Wanru Zhao et al.2025 · 0 citationsarXiv
SparsyFed: Sparse Adaptive Federated Training2504.05153v1 · Adriano Guastella, Lorenzo Sani, Alex Iacob et al.2025 · 0 citationsarXiv
Evidencing Unauthorized Training Data from AI Generated Content using Information Isotopes2503.20800v1 · Qi Tao, Yin Jinhua, Cai Dongqi et al.2025 · 0 citationsarXiv
End-to-end data-driven weather prediction.40112882 · Allen, Anna, Markou, Stratis, Tebbutt, Will et al.2025 · 102 citationsNature. 2025;641(8065):1172-1179
Exploring Code Language Models for Automated HLS-based Hardware Generation: Benchmark, Infrastructure and Analysis2502.13921v2 · Jiahao Gai, Hao Mark Chen, Zhican Wang et al.2025 · 11 citationsarXiv
Position: Bridge the Gaps between Machine Unlearning and AI Regulation2502.12430v2 · Bill Marino, Meghdad Kurmanji, Nicholas D. Lane2025 · 0 citationsarXiv
LLM Unlearning via Neural Activation Redirection2502.07218v2 · William F. Shen, Xinchi Qiu, Meghdad Kurmanji et al.2025 · 1 citationarXiv
A Survey on Federated Learning in Human Sensing2501.04000v1 · Mohan Li, Martin Gjoreski, Pietro Barbiero et al.2025 · 2 citationsarXiv
Rapid Distributed Fine-tuning of a Segmentation Model Onboard Satellites2411.17831v1 · Meghan Plumridge, Rasmus Mar\aak, Chiara Ceccobello et al.2024 · 1 citationarXiv
Photon: Federated LLM Pre-Training2411.02908v2 · Lorenzo Sani, Alex Iacob, Zeyu Cao et al.2024 · 2 citationsProceedings of Machine Learning and Systems 7 (MLSys 2025), 2025
Space for Improvement: Navigating the Design Space for Federated Learning in Satellite Constellations2411.00263v1 · Grace Kim, Luca Powell, Filip Svoboda et al.2024 · 1 citationarXiv
DEPT: Decoupled Embeddings for Pre-training Language Models2410.05021v5 · Alex Iacob, Lorenzo Sani, Meghdad Kurmanji et al.2024 · 0 citationsarXiv
Career total: at least 415 works. 156 are in this corpus.Showing the 50 most recent.
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