Articles by Hongshen Yang

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Hongshen Yang

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399

SkyDiffusion: Ground-to-Aerial Image Synthesis with Diffusion Models and BEV Paradigm

19 December 2024 by Junyan Ye and others

Computer Vision and Pattern Recognition

Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning

19 December 2024 by Kepu Zhang and others

Computation and Language

DavIR: Data Selection via Implicit Reward for Large Language Models

19 December 2024 by Haotian Zhou and others

Machine Learning, Artificial Intelligence

SimADFuzz: Simulation-Feedback Fuzz Testing for Autonomous Driving Systems

18 December 2024 by Huiwen Yang and others

Software Engineering, Robotics

Quantum Machine Learning in Log-based Anomaly Detection: Challenges and Opportunities

18 December 2024 by Jiaxing Qi and others

Machine Learning, Quantum Physics

ROMAS: A Role-Based Multi-Agent System for Database monitoring and Planning

18 December 2024 by Yi Huang and others

Artificial Intelligence, Databases

4.5 Million (Suspected) Fake Stars in GitHub: A Growing Spiral of Popularity Contests, Scams, and Malware

18 December 2024 by Hao He and others

Cryptography and Security, Software Engineering

Strengthened and Faster Linear Approximation to Joint Chance Constraints with Wasserstein Ambiguity

17 December 2024 by Yihong Zhou and others

Optimization and Control

What Matters in Learning A Zero-Shot Sim-to-Real RL Policy for Quadrotor Control? A Comprehensive Study

17 December 2024 by Jiayu Chen and others at

Tsinghua University

Robotics, Machine Learning

Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly

17 December 2024 by Yexin Liu and others

Computer Vision and Pattern Recognition

Ambient IoT towards 6G: Standardization, Potentials, and Challenges

17 December 2024 by Kan Zheng and others

Information Theory

Memory-Reduced Meta-Learning with Guaranteed Convergence

16 December 2024 by Honglin Yang and others

Machine Learning, Optimization and Control

A systematic search for redback and black widow candidates based on the 4FGL-DR3 unassociated sources and the Zwicky Transient Facility data

16 December 2024 by Chunyan Lu and others

High Energy Astrophysical Phenomena

3D^2-Actor: Learning Pose-Conditioned 3D-Aware Denoiser for Realistic Gaussian Avatar Modeling

16 December 2024 by Zichen Tang and others

Computer Vision and Pattern Recognition

Cost-aware Portfolios in a Large Universe of Assets

16 December 2024 by Qingliang Fan and others

Methodology, Portfolio Management

PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization

14 December 2024 by Mingjing Xu and others

Machine Learning, Artificial Intelligence

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs

14 December 2024 by Yixuan Liang and others

Computation and Language, Machine Learning

SHIFT Planner: Speedy Hybrid Iterative Field and Segmented Trajectory Optimization with IKD-tree for Uniform Lightweight Coverage

14 December 2024 by Zexuan Fan and others

Robotics

Bridging Sequence-Structure Alignment in RNA Foundation Models

13 December 2024 by Heng Yang and others at

University of Exeter

Genomics, Computation and Language

Data Pruning Can Do More: A Comprehensive Data Pruning Approach for Object Re-identification

13 December 2024 by Zi Yang and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Gate-tunable spin Hall effect in trilayer graphene/group-IV monochalcogenide van der Waals heterostructures

13 December 2024 by Haozhe Yang and others

Mesoscale and Nanoscale Physics

Towards Secure and Private AI: A Framework for Decentralized Inference

12 December 2024 by Hongyang Zhang and others

Cryptography and Security, Artificial Intelligence

Temporal-Assisted Beamforming and Trajectory Prediction in Sensing-Enabled UAV Communications

12 December 2024 by Shengcai Zhou and others

Numerical Analysis

EmbedGenius: Towards Automated Software Development for Generic Embedded IoT Systems

12 December 2024 by Huanqi Yang and others

Software Engineering, Artificial Intelligence

Structured IB: Improving Information Bottleneck with Structured Feature Learning

11 December 2024 by Hanzhe Yang and others

Information Theory, Machine Learning

Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation

11 December 2024 by Jiaming Lv and others

Computer Vision and Pattern Recognition, Artificial Intelligence

Reinforcement Learning Pair Trading: A Dynamic Scaling approach

11 December 2024 by Hongshen Yang and Avinash Malik

Computational Finance, Machine Learning

DexDiff: Towards Extrinsic Dexterity Manipulation of Ungraspable Objects in Unrestricted Environments

11 December 2024 by Chengzhong Ma and others

Robotics

LoRA3D: Low-Rank Self-Calibration of 3D Geometric Foundation Models

10 December 2024 by Ziqi Lu and others

Computer Vision and Pattern Recognition, Machine Learning

Fast Track to Winning Tickets: Repowering One-Shot Pruning for Graph Neural Networks

10 December 2024 by Yanwei Yue and others

Machine Learning

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High Energy Physics General Relativity and Quantum Cosmology Instrumentation and Detectors High Energy Astrophysical Phenomena Genomics Microbiology Cosmology and Nongalactic Astrophysics Neuroscience Nuclear Experiment Instrumentation and Methods for Astrophysics Materials Science Bioinformatics Genetics Infectious Diseases Cancer Biology