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Articles by Yu Xia

GUI Agents: A Survey
18 December 2024 by Dang Nguyen and others
Artificial Intelligence, Human-Computer Interaction
Embedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models
13 December 2024 by Chengkai Huang and others
Computation and Language, Artificial Intelligence
Quantifying the Reduction of Kinetic Overpotential on Magnetic Electrocatalysts under Magnetic Fields
6 December 2024 by Yu Xia and others at LogoSouth China University of Technology
Catalysis, Electrocatalysis
Personalized Multimodal Large Language Models: A Survey
3 December 2024 by Junda Wu and others
Computer Vision and Pattern Recognition, Artificial Intelligence
A New Linear Programming Method in Sphere Packing
2 December 2024 by Qun Mo and others
Metric Geometry, Functional Analysis
The Tammes Problem in \mathbb{R}^{n} and Linear Programming Method
25 November 2024 by Yanlu Lian and others
Metric Geometry
Disrupted balance between pro-inflammatory lipid mediators and anti-inflammatory specialized pro-resolving mediators is linked to hyperinflammation in patients with alcoholic hepatitis
21 November 2024 by Wentian Li and others
Addiction Medicine
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models
31 October 2024 by Junda Wu and others
Machine Learning, Computation and Language
A Survey of Small Language Models
25 October 2024 by Chien Van Nguyen and others at LogoCarnegie Mellon University
Computation and Language
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
17 October 2024 by Yu Xia and others at LogoUC San Diego
Computation and Language, Information Retrieval
Maps of high density microsatellites accumulation in human genome
14 October 2024 by Yiyu Xia and others at LogoHunan University
Bioinformatics
Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage
8 October 2024 by Tianze Zheng and others
Machine Learning, Chemical Physics
Federated Large Language Models: Current Progress and Future Directions
24 September 2024 by Yuhang Yao and others
Machine Learning, Computation and Language
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks
28 August 2024 by Nisal Ranasinghe and others
Machine Learning, Artificial Intelligence
Fine-mapping across diverse ancestries drives the discovery of putative causal variants underlying human complex traits and diseases
26 August 2024 by Kun Yuan and others
Genetic and Genomic Medicine
Shapley Value-based Contrastive Alignment for Multimodal Information Extraction
25 July 2024 by Wen Luo and others
Artificial Intelligence, Computation and Language
SoNIC: Safe Social Navigation with Adaptive Conformal Inference and Constrained Reinforcement Learning
24 July 2024 by Jianpeng Yao and others at LogoUC Riverside
Robotics, Artificial Intelligence
Guest-directed synthesis reveals vast family of robust polyphenolic metal-organic frameworks
12 July 2024 by Erik Svensson Grape and others at LogoUniversity of Oregon
Inorganic Chemistry, Coordination Chemistry
Advancing Retail Data Science: Comprehensive Evaluation of Synthetic Data
19 June 2024 by Yu Xia and others
Machine Learning
Investigation of Q degradation in low-loss Si3N4 from heterogeneous laser integration
13 June 2024 by Joel Guo and others
Optics, Applied Physics
Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions
16 May 2024 by Yu Xia and others
Artificial Intelligence, Machine Learning
Species-specific design of artificial promoters by transfer-learning based generative deep-learning model
9 May 2024 by Yiyu Xia and others
Synthetic Biology
Enantioselective SN1-type Reaction via Electrochemically Generated Chiral α-Imino Carbocation Intermediate
3 May 2024 by Qifeng Lin and others at LogoTsinghua University
Organic Chemistry, Organic Synthesis and Reactions
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
24 April 2024 by Yu Xia and others at LogoUC San Diego
Computation and Language, Artificial Intelligence
Stability in Phase Retrieval: Characterizing Condition Numbers and the Optimal Vector Set
16 April 2024 by Yu Xia and others
Information Theory, Numerical Analysis
Predicting depression risk in early adolescence via multimodal brain imaging
8 April 2024 by Zeus Gracia-Tabuenca and others
Neuroscience
Hallucination Diversity-Aware Active Learning for Text Summarization
2 April 2024 by Yu Xia and others
Computation and Language, Artificial Intelligence
Energy Model-based Accurate Shapley Value Estimation for Interpretable Deep Learning Predictive Modelling
1 April 2024 by Cheng Lu and others
Machine Learning
Which LLM to Play? Convergence-Aware Online Model Selection with Time-Increasing Bandits
11 March 2024 by Yu Xia and others
Machine Learning
Evolving copy number gains promote tumor expansion and bolster mutational diversification
6 March 2024 by Zibin Wang and others
Genomics
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