Jiayi Pan

This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.

Known people with the same name:

Bibliography

2026
DynSplit-KV: Dynamic Semantic Splitting for KVCache Compression in Efficient Long-Context LLM Inference.
CoRR, February, 2026

ECGyolo: An end-to-end model combining transformer and 1D YOLO for arrhythmia detection.
Biomed. Signal Process. Control., 2026

<i>SpeContext: </i> Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs.
Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

BalanceGS: Algorithm-System Co-design for Efficient 3D Gaussian Splatting Training on GPU.
Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

SpecDiff: Accelerating Diffusion Model Inference with Self-Speculation.
Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025
SpeContext: Enabling Efficient Long-context Reasoning with Speculative Context Sparsity in LLMs.
CoRR, December, 2025

SpecPrune-VLA: Accelerating Vision-Language-Action Models via Action-Aware Self-Speculative Pruning.
CoRR, September, 2025

Search Arena: Analyzing Search-Augmented LLMs.
CoRR, June, 2025

Learning Adaptive Parallel Reasoning with Language Models.
CoRR, April, 2025

SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting.
Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

Training Software Engineering Agents and Verifiers with SWE-Gym.
Proceedings of the Forty-second International Conference on Machine Learning, 2025

OpenHands: An Open Platform for AI Software Developers as Generalist Agents.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024
MFISN: Modality Fuzzy Information Separation Network for Disease Classification.
IEEE Trans. Fuzzy Syst., October, 2024

A new approach to estimate total nitrogen concentration in a seasonal lake based on multi-source data methodology.
Ecol. Informatics, 2024

Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective.
CoRR, 2024

OpenDevin: An Open Platform for AI Software Developers as Generalist Agents.
CoRR, 2024

Bayesian-Guided Evolutionary Strategy with RRT for Multi-Robot Exploration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Quantifying and Removing Free-living Uncertainty for Effective Parkinson's Disease Diagnosis Using Smart Watch.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023
SmoothQuant+: Accurate and Efficient 4-bit Post-Training WeightQuantization for LLM.
CoRR, 2023

2022
Knowledge Graph Entity Alignment Powered by Active Learning.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022


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