Junhao Liu
This page is a disambiguation page, it actually contains multiple papers from persons of the same or a similar name.
Bibliography
2026
Safety Context Injection: Inference-Time Safety Alignment via Static Filtering and Agentic Analysis.
CoRR, May, 2026
WASD: Locating Critical Neurons as Sufficient Conditions for Explaining and Controlling LLM Behavior.
CoRR, March, 2026
FL-Sailer: Efficient and Privacy-Preserving Federated Learning for Scalable Single-Cell Epigenetic Data Analysis via Adaptive Sampling.
Trans. Mach. Learn. Res., 2026
IEEE Access, 2026
Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models.
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026
2025
Reliability Evaluation for the Exponential Load-Sharing System Based on System Accelerated Life Testing Data.
IEEE Trans. Reliab., September, 2025
Feasibility Analysis of Optimization Models for Natural Gas Distribution Networks Using Machine Learning.
J. Adv. Comput. Intell. Intell. Informatics, May, 2025
EUP: Enhanced cross-species prediction of ubiquitination sites via a conditional variational autoencoder network based on ESM2.
PLoS Comput. Biol., 2025
ESM2_AMP: an interpretable framework for protein-protein interactions prediction and biological mechanism discovery.
Briefings Bioinform., 2025
Single-cell omics arena: evaluation of large language models for automatic cell-type annotations on single-cell omics data via RNA-seq bridging.
Briefings Bioinform., 2025
From Thinking to Output: Chain-of-Thought and Text Generation Characteristics in Reasoning Language Models.
Proceedings of the Knowledge Science, Engineering and Management, 2025
2024
Ranging Offset Calibration and Moving Average Filter Enhanced Reliable UWB Positioning in Classic User Environments.
Remote. Sens., July, 2024
Interpretable feature extraction and dimensionality reduction in ESM2 for protein localization prediction.
Briefings Bioinform., March, 2024
2023
A Single-Loop Accelerated Extra-Gradient Difference Algorithm with Improved Complexity Bounds for Constrained Minimax Optimization.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
An Improved Genetic Algorithm-Based Traffic Scheduling Model for Airport Terminal Areas.
J. Sensors, 2022
2020
2019
Int. J. Pattern Recognit. Artif. Intell., 2019
2015
Adaptive compressed sensing based randomized step frequency radar with a weighted PSO.
Proceedings of the IEEE International Conference on Information and Automation, 2015
2009
IEEE Trans. Signal Process., 2009