Search Results for author: Xiao Tang

Found 24 papers, 2 papers with code

Social Media Can Reduce Misinformation When Public Scrutiny is High

no code implementations19 Jun 2025 Gavin Wang, Haofei Qin, Xiao Tang, Lynn Wu

Here we show this dual potential in the context of local governments' GDP reporting in China, where data falsifications are widespread.

Misinformation

Energy-Efficient Integrated Communication and Computation via Non-Terrestrial Networks with Uncertainty Awareness

no code implementations2 Jun 2025 Xiao Tang, Yudan Jiang, Ruonan Zhang, Qinghe Du, Jinxin Liu, Naijin Liu

We jointly consider ground data offloading to the UAV, edge processing on the UAV, and the forwarding of results from UAV to satellite, where we particularly address the uncertainties of the UAV-satellite links due to the large distance and high dynamics therein.

Zero-P-to-3: Zero-Shot Partial-View Images to 3D Object

no code implementations29 May 2025 Yuxuan Lin, Ruihang Chu, Zhenyu Chen, Xiao Tang, Lei Ke, Haoling Li, Yingji Zhong, Zhihao LI, Shiyong Liu, Xiaofei Wu, Jianzhuang Liu, Yujiu Yang

To address these challenges, we propose \method, a novel training-free approach that integrates the local dense observations and multi-source priors for reconstruction.

3D Reconstruction Image Reconstruction

Unfolded Deep Graph Learning for Networked Over-the-Air Computation

no code implementations16 May 2025 Xiao Tang, Huirong Xiao, Chao Shen, Li Sun, Qinghe Du, Dusit Niyato, Zhu Han

Over-the-air computation (AirComp) has emerged as a promising technology that enables simultaneous transmission and computation through wireless channels.

Graph Learning

Deep Graph Reinforcement Learning for UAV-Enabled Multi-User Secure Communications

no code implementations2 Apr 2025 Xiao Tang, Kexin Zhao, Chao Shen, Qinghe Du, Yichen Wang, Dusit Niyato, Zhu Han

While unmanned aerial vehicles (UAVs) with flexible mobility are envisioned to enhance physical layer security in wireless communications, the efficient security design that adapts to such high network dynamics is rather challenging.

Graph Neural Network reinforcement-learning +1

Direction-Aware Hybrid Representation Learning for 3D Hand Pose and Shape Estimation

no code implementations2 Apr 2025 Shiyong Liu, Zhihao LI, Xiao Tang, Jianzhuang Liu

Most model-based 3D hand pose and shape estimation methods directly regress the parametric model parameters from an image to obtain 3D joints under weak supervision.

Contrastive Learning Representation Learning

DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds

no code implementations CVPR 2025 Youyu Chen, Junjun Jiang, Kui Jiang, Xiao Tang, Zhihao LI, Xianming Liu, Yinyu Nie

3D Gaussian Splatting (3DGS) renders pixels by rasterizing Gaussian primitives, where the rendering resolution and the primitive number, concluded as the optimization complexity, dominate the time cost in primitive optimization.

3DGS Scheduling

OccluGaussian: Occlusion-Aware Gaussian Splatting for Large Scene Reconstruction and Rendering

no code implementations20 Mar 2025 Shiyong Liu, Xiao Tang, Zhihao LI, Yingfan He, Chongjie Ye, Jianzhuang Liu, Binxiao Huang, Shunbo Zhou, Xiaofei Wu

Cameras in such regions exhibit stronger correlations and a higher average contribution, facilitating high-quality scene reconstruction.

Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting

no code implementations18 Jan 2025 Jiaqi Lin, Zhihao LI, Binxiao Huang, Xiao Tang, Jianzhuang Liu, Shiyong Liu, Xiaofei Wu, Fenglong Song, Wenming Yang

We validate our method on several appearance-variant scenes, and demonstrate that it achieves state-of-the-art rendering quality with minimal training time and memory usage, without compromising rendering speeds.

Novel View Synthesis

RIS-Assisted Simultaneous Legitimate Monitoring and Jamming for Industrial Wireless Networks

no code implementations25 Dec 2024 Likang Zhang, Qinghe Du, Yijing Ren, Xiao Tang, Maged Elkashlan, Zhu Han

In this paper, we study reconfigurable intelligent surface (RIS)-assisted simultaneous legitimate monitoring and jamming techniques for industrial environments, so that egitimate monitor (LM) and legitimate jammers (LJs) can sustainably monitor and interfere with suspicious communications with minimum transmission power.

Deep Learning-Assisted Jamming Mitigation with Movable Antenna Array

no code implementations27 Oct 2024 Xiao Tang, Yudan Jiang, Jinxin Liu, Qinghe Du, Dusit Niyato, Zhu Han

This paper reveals the potential of movable antennas in enhancing anti-jamming communication.

Deep Learning

Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies

no code implementations12 Aug 2024 Xin Sun, Xiao Tang, Abdallah El Ali, Zhuying Li, Pengjie Ren, Jan de Wit, Jiahuan Pei, Jos A. Bosch

Recent advancements in large language models (LLMs) have shown promise in generating psychotherapeutic dialogues, particularly in the context of motivational interviewing (MI).

Dialogue Generation

MirrorGaussian: Reflecting 3D Gaussians for Reconstructing Mirror Reflections

no code implementations20 May 2024 Jiayue Liu, Xiao Tang, Freeman Cheng, Roy Yang, Zhihao LI, Jianzhuang Liu, Yi Huang, Jiaqi Lin, Shiyong Liu, Xiaofei Wu, Songcen Xu, Chun Yuan

To tackle this problem, we present MirrorGaussian, the first method for mirror scene reconstruction with real-time rendering based on 3D Gaussian Splatting.

Novel View Synthesis

3D Geometry-aware Deformable Gaussian Splatting for Dynamic View Synthesis

no code implementations CVPR 2024 Zhicheng Lu, Xiang Guo, Le Hui, Tianrui Chen, Min Yang, Xiao Tang, Feng Zhu, Yuchao Dai

In this way, our solution achieves 3D geometry-aware deformation modeling, which enables improved dynamic view synthesis and 3D dynamic reconstruction.

3D geometry Dynamic Reconstruction +1

PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference

no code implementations CVPR 2024 Xiao Tang, Min Yang, Penghui Sun, Hui Li, Yuchao Dai, Feng Zhu, Hojae Lee

In addition to speed up prior information search we propose an optical flow and structural similarity based prior information search method.

Autonomous Driving Decoder +4

BrickPal: Augmented Reality-based Assembly Instructions for Brick Models

no code implementations6 Jul 2023 Yao Shi, Xiaofeng Zhang, Ran Zhang, Zhou Yang, Xiao Tang, Hongni Ye, Yi Wu

The assembly instruction is a mandatory component of Lego-like brick sets. The conventional production of assembly instructions requires a considerable amount of manual fine-tuning, which is intractable for casual users and customized brick sets. Moreover, the traditional paper-based instructions lack expressiveness and interactivity. To tackle the two problems above, we present BrickPal, an augmented reality-based system, which visualizes assembly instructions in an augmented reality head-mounted display.

Power and Interference Control for VLC-Based UDN: A Reinforcement Learning Approach

no code implementations9 Mar 2023 Xiao Tang, Sicong Liu

An RL-based algorithm is proposed to dynamically optimize the policy of power and interference control, maximizing the system utility in the complicated and dynamic environment.

reinforcement-learning Reinforcement Learning (RL)

Robust Trajectory and Offloading for Energy-Efficient UAV Edge Computing in Industrial Internet of Things

no code implementations8 Mar 2023 Xiao Tang, Hongrui Zhang, Ruonan Zhang, Deyun Zhou, Yan Zhang, Zhu Han

In this paper, we employ an unmanned aerial vehicle (UAV) as an edge server to assist IIoT data processing, while considering the practical issue of UAV jittering.

Edge-computing

Sparsity-Aware Intelligent Massive Random Access Control in Open RAN: A Reinforcement Learning Based Approach

no code implementations5 Mar 2023 Xiao Tang, Sicong Liu, Xiaojiang Du, Mohsen Guizani

Massive random access of devices in the emerging Open Radio Access Network (O-RAN) brings great challenge to the access control and management.

Management Reinforcement Learning (RL)

Robust Secrecy via Aerial Reflection and Jamming: Joint Optimization of Deployment and Transmission

no code implementations28 Feb 2023 Xiao Tang, Hongliang He, Limeng Dong, Lixin Li, Qinghe Du, Zhu Han

The security gain with aerial reflection and jamming is further improved with the optimized deployment of the aerial platform.

Deep Reinforcement Learning

H2ONet: Hand-Occlusion-and-Orientation-Aware Network for Real-Time 3D Hand Mesh Reconstruction

1 code implementation CVPR 2023 Hao Xu, Tianyu Wang, Xiao Tang, Chi-Wing Fu

First, we decouple hand mesh reconstruction into two branches, one to exploit finger-level non-occluded information and the other to exploit global hand orientation, with lightweight structures to promote real-time inference.

3D Hand Pose Estimation

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