Articles by Hecheng Jia

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Hecheng Jia

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High Performance Operation of a Direct-Current and Superconducting Radio-Frequency Combined Photocathode Gun

7 days ago by Hecheng Jia and others

Accelerator Physics

ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation

22 September 2024 by Yijiang Xu and others

Software Engineering

AutoJournaling: A Context-Aware Journaling System Leveraging MLLMs on Smartphone Screenshots

15 September 2024 by Tianyi Zhang and others

Human-Computer Interaction

Reducing Isotropy and Volume to KLS: Faster Rounding and Volume Algorithms

29 August 2024 by He Jia and others

Data Structures and Algorithms, Computational Complexity

A Survey on Evaluating Large Language Models in Code Generation Tasks

29 August 2024 by Liguo Chen and others

Software Engineering

Embedded FPGA Developments in 130nm and 28nm CMOS for Machine Learning in Particle Detector Readout

28 August 2024 by Julia Gonski and others at

SLAC

Hardware Architecture, Machine Learning

Sharp Asymptotic Stability of Blasius Profile in the Steady Prandtl Equation

25 August 2024 by Hao Jia and others

Analysis of PDEs

ScreenTK: Seamless Detection of Time-Killing Moments Using Continuous Mobile Screen Text and On-Device LLMs

24 August 2024 by Le Fang and others at

University of Melbourne

Human-Computer Interaction

The Critical Metallization of Hydrogen in Pressurized LaBeH8 Hydride

22 August 2024 by Zihan Zhang and others at

University of Saskatchewan

Materials Science, Superconductivity

How to Read and Update Coded Distributed Storage Robustly and Optimally?

21 August 2024 by Haobo Jia and Zhuqing Jia

Information Theory

AutoTSMM: An Auto-tuning Framework for Building High-Performance Tall-and-Skinny Matrix-Matrix Multiplication on CPUs

16 August 2024 by Chendi Li and others

Distributed, Parallel, and Cluster Computing

Exploring Large-Scale Language Models to Evaluate EEG-Based Multimodal Data for Mental Health

14 August 2024 by Yongquan Hu and others at

University of Melbourne

Human-Computer Interaction

CaloQVAE : Simulating high-energy particle-calorimeter interactions using hybrid quantum-classical generative models

6 August 2024 by Sehmimul Hoque and others at

TRIUMF

High Energy Physics, Machine Learning

BCTR: Bidirectional Conditioning Transformer for Scene Graph Generation

26 July 2024 by Peng Hao and others

Computer Vision and Pattern Recognition

DisControlFace: Adding Disentangled Control to Diffusion Autoencoder for One-shot Explicit Facial Image Editing

24 July 2024 by Haozhe Jia and others

Computer Vision and Pattern Recognition

Enabling On-Device LLMs Personalization with Smartphone Sensing

24 July 2024 by Shiquan Zhang and others at

University of Melbourne

Human-Computer Interaction, Artificial Intelligence

Simulation-Based Inference with Quantile Regression

22 July 2024 by He Jia at

Princeton University

Machine Learning

Scaled packing pressures on subsets for amenable group actions

18 July 2024 by Zubiao Xiao and others

Dynamical Systems

Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD

16 July 2024 by Anvith Thudi and others

Machine Learning, Artificial Intelligence

Topo4D: Topology-Preserving Gaussian Splatting for High-Fidelity 4D Head Capture

15 July 2024 by Xuanchen Li and others

Computer Vision and Pattern Recognition

Leveraging LLMs to Predict Affective States via Smartphone Sensor Features

11 July 2024 by Tianyi Zhang and others

Human-Computer Interaction, Artificial Intelligence

HyCIR: Boosting Zero-Shot Composed Image Retrieval with Synthetic Labels

9 July 2024 by Yingying Jiang and others

Computer Vision and Pattern Recognition

What's Wrong with Your Code Generated by Large Language Models? An Extensive Study

8 July 2024 by Shihan Dou and others at

Fudan University

Software Engineering, Computation and Language

Three-dimensional non-reciprocal transport in photonic topological heterostructure of arbitrary shape

29 June 2024 by Mudi Wang and others

Optics, Applied Physics

The Variable Muckenhoupt Weight Revisited

27 June 2024 by Hongchao Jia and Xianjie Yan

Classical Analysis and ODEs, Functional Analysis

Quantum Spin Supersolid as a precursory Dirac Spin Liquid in a Triangular Lattice Antiferromagnet

20 June 2024 by Haichen Jia and others

The Black Hole Explorer: Motivation and Vision

13 June 2024 by Michael Johnson and others

Instrumentation and Methods for Astrophysics, Astrophysics of Galaxies

LLM Dataset Inference: Did you train on my dataset?

10 June 2024 by Pratyush Maini and others

Machine Learning, Computation and Language

Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration

3 June 2024 by Junyang Wang and others

Computation and Language, Computer Vision and Pattern Recognition

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