Articles by Chenggian Ma

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Chenggian Ma

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111

TalkingEyes: Pluralistic Speech-Driven 3D Eye Gaze Animation

6 days ago by Yixiang Zhuang and others

Computer Vision and Pattern Recognition

Extract neutron-neutron interaction strength and spatial-temporal dynamics of neutron emission from two-particle correlation function

7 days ago by Dawei Si and others

Nuclear Experiment

Estimating shared subspace with AJIVE: the power and limitation of multiple data matrices

7 days ago by Yuepeng Yang and Cong Ma

Machine Learning, Statistics Theory

Knowledge Graph-based Retrieval-Augmented Generation for Schema Matching

15 January 2025 by Chuangtao Ma and others

Databases, Computation and Language

Joint Beamforming Optimization and Mode Selection for RDARS-Aided MIMO Systems

14 January 2025 by Jintao Wang and others

Information Theory, Signal Processing

Efficient Historical Butterfly Counting in Large Temporal Bipartite Networks via Graph Structure-aware Index

13 January 2025 by Qiuyang Mang and others

Social and Information Networks, Databases

The circumgalactic medium traced by Mg II absorption with DESI: dependence on galaxy stellar mass, star formation rate and azimuthal angle

10 January 2025 by Zeyu Chen and others

Astrophysics of Galaxies

Experimental demonstration of entanglement pumping with bosonic logical qubits

8 January 2025 by Jie Zhou and others

Quantum Physics

HaWoR: World-Space Hand Motion Reconstruction from Egocentric Videos

6 January 2025 by Jinglei Zhang and others

Computer Vision and Pattern Recognition

HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation

6 January 2025 by Wentian Qu and others

Computer Vision and Pattern Recognition

Universal Features Guided Zero-Shot Category-Level Object Pose Estimation

6 January 2025 by Wentian Qu and others

Computer Vision and Pattern Recognition

Pushing the Boundaries of Text to Motion with Arbitrary Text: A New Task

3 January 2025 by Runqi Wang and others

Computer Vision and Pattern Recognition

Modular Vehicle Routing Problem: Applications in Logistics

2 January 2025 by Hang Zhou and others

Optimization and Control

Diffgrasp: Whole-Body Grasping Synthesis Guided by Object Motion Using a Diffusion Model

30 December 2024 by Yonghao Zhang and others

Computer Vision and Pattern Recognition

DynSyn: Dynamical Synergistic Representation for Efficient Learning and Control in Overactuated Embodied Systems

26 December 2024 by Kaibo He and others

Robotics, Artificial Intelligence

Provably Efficient Exploration in Reward Machines with Low Regret

26 December 2024 by Hippolyte Bourel and others

Machine Learning, Artificial Intelligence

Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning

25 December 2024 by Wenzhe Fan and others

Multiagent Systems

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents

23 December 2024 by Chang Ma and others

Computation and Language, Artificial Intelligence

SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training

23 December 2024 by Chao Ma and others

Machine Learning, Artificial Intelligence

Breaking the Context Bottleneck on Long Time Series Forecasting

21 December 2024 by Chao Ma and others

Machine Learning, Artificial Intelligence

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment

20 December 2024 by Mingzhi Wang and others

Computation and Language

Distributionally robust risk evaluation with an isotonic constraint

18 December 2024 by Yu Gui and others

Methodology, Machine Learning

Communication-Efficient Personalized Federal Graph Learning via Low-Rank Decomposition

18 December 2024 by Ruyue Liu and others

Machine Learning, Artificial Intelligence

Optimal two-parameter portfolio management strategy with transaction costs

17 December 2024 by Chutian Ma and Paul Smith

Optimization and Control, Probability

A unified framework for multiscale spectral generalized FEMs and low-rank approximations to multiscale PDEs

17 December 2024 by Chupeng Ma

Numerical Analysis

Track the Answer: Extending TextVQA from Image to Video with Spatio-Temporal Clues

17 December 2024 by Yan Zhang and others

Computer Vision and Pattern Recognition

Heterogeneous Graph Transformer for Multiple Tiny Object Tracking in RGB-T Videos

14 December 2024 by Qingyu Xu and others

Computer Vision and Pattern Recognition, Artificial Intelligence

A Fixed-Point Approach for Causal Generative Modeling

13 December 2024 by Meyer Scetbon and others

Machine Learning

Liquid: Language Models are Scalable Multi-modal Generators

12 December 2024 by Junfeng Wu and others

Computer Vision and Pattern Recognition

Falcon-UI: Understanding GUI Before Following User Instructions

12 December 2024 by Huawen Shen and others

Computation and Language

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