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Articles by Xiongye Xiao

PerfRL: A Small Language Model Framework for Efficient Code Optimization
9 March 2025 by Shukai Duan and others at LogoUniversity of Southern California
Machine Learning, Artificial Intelligence
Lifestyles and their relative contribution to biological aging across multiple organ systems: change analysis from the China Multi-Ethnic Cohort Study
7 March 2025 by Yuxia Zhang and others at LogoSichuan University
Public and Global Health
Benchmarking the design of the cryogenics system for the underground argon in DarkSide-20k
19 February 2025 by Darkside-20K Collaboration and others
Instrumentation and Detectors, High Energy Physics
Network-informed Prompt Engineering against Organized Astroturf Campaigns under Extreme Class Imbalance
18 February 2025 by Nikos Kanakaris and others
Computation and Language, Artificial Intelligence
ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models
16 February 2025 by Shixuan Li and others
Machine Learning, Artificial Intelligence
End-to-End Learning Framework for Solving Non-Markovian Optimal Control
14 February 2025 by Xiaole Zhang and others
Systems and Control, Machine Learning
Neuron-based Multifractal Analysis of Neuron Interaction Dynamics in Large Models
4 February 2025 by Xiongye Xiao and others
Artificial Intelligence
Deficiency of Orexin Receptor Type 1 in Dopaminergic Neurons Increases Novelty-Induced Locomotion and Exploration
22 January 2025 by Xusheng Xiao and others
Neuroscience
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
12 January 2025 by Shukai Duan and others at LogoUniversity of Southern California
Machine Learning, Performance
Search for dark matter annual modulation with DarkSide-50
22 November 2024 by Darkside-50 Collaboration and others at LogoRoyal Holloway University of London
High Energy Physics, Cosmology and Nongalactic Astrophysics
Integrated analysis and systematic characterization of the regulatory network for human germline development
19 November 2024 by Yile Gu and others at LogoZhejiang University
Developmental Biology
Multi-scale Generative Modeling for Fast Sampling
14 November 2024 by Xiongye Xiao and others
Artificial Intelligence
Community assessment of methods to deconvolve cellular composition from bulk gene expression
27 August 2024 by B. White and others
Bioinformatics
CG-SLENP: A chemical genetics strategy to selectively label existing proteins and newly synthesized proteins
25 July 2024 by Jun Wang and others at LogoOregon Health and Science University
Molecular Biology
Multi-scale Conditional Generative Modeling for Microscopic Image Restoration
7 July 2024 by Luzhe Huang and others
Image and Video Processing, Artificial Intelligence
Long-term temporal stability of the DarkSide-50 dark matter detector
22 May 2024 by Darkside-50 Collaboration and others
High Energy Physics, Cosmology and Nongalactic Astrophysics
Measurements of Born Cross Sections for e^+e^-\to Λ_{c}^+ \barΛ_{c}(2595)^- + {\rm c.c.} and e^+e^-\to Λ_{c}^+ \barΛ_{c}(2625)^- + {\rm c.c.} at \sqrt{s}=4918.0 and 4950.9 MeV
8 May 2024 by Besiii Collaboration and others
High Energy Physics
Neuro-Inspired Hierarchical Multimodal Learning
23 April 2024 by Xiongye Xiao and others at LogoUniversity of Southern California
Machine Learning, Artificial Intelligence
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning
15 April 2024 by Xiongye Xiao and others
Machine Learning
A Strategy Transfer and Decision Support Approach for Epidemic Control in Experience Shortage Scenarios
10 April 2024 by Xusheng Xiao and others
Machine Learning, Physics and Society
A Community Challenge to Predict Clinical Outcomes After Immune Checkpoint Blockade in Non-Small Cell Lung Cancer
21 February 2024 by Marco Mason and others
Cancer Biology
Unlocking Deep Learning: A BP-Free Approach for Parallel Block-Wise Training of Neural Networks
20 December 2023 by Anzhe Cheng and others
Machine Learning, Image and Video Processing
Measurements of Σ electromagnetic form factors in the time-like region using the untagged initial-state radiation technique
20 December 2023 by Besiii Collaboration and others
High Energy Physics
Discovering Malicious Signatures in Software from Structural Interactions
19 December 2023 by Chenzhong Yin and others
Cryptography and Security, Artificial Intelligence
Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations
8 December 2023 by Xiongye Xiao and others
Machine Learning
Comprehensive Allergen Profile of Blomia tropicalis Provides Insights into the Component-Resolved Diagnosis of Mite Allergy
7 December 2023 by Qilin Xiong and others
Immunology
Transformer with Convolution and Graph-Node co-embedding: An accurate and interpretable vision backbone for predicting gene expressions from local histopathological image
20 November 2023 by Xusheng Xiao and others at LogoShanghai Jiao Tong University
Bioinformatics
Leader-Follower Neural Networks with Local Error Signals Inspired by Complex Collectives
11 October 2023 by Chenzhong Yin and others
Machine Learning, Artificial Intelligence
L-GIREMI uncovers RNA editing sites in long-read RNA-seq
20 July 2023 by Zekai Liu and others at LogoUC Los Angeles
Bioinformatics
Coronary artery calcium mass measurement based on integrated intensity and volume fraction techniques
10 July 2023 by D. Black and others at LogoUC Irvine
Radiology and Imaging
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