Tianyu He

1. 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer
   2025/01/02 by Jiajun Deng, Deng, Jiajun, Tianyu He +9 · 23 citations
   Engineering · #Advanced Measurement and Metrology Techniques #Photonic and Optical Devices #Advanced Fiber Optic Sensors
2. End-to-End Rate-Distortion Optimized 3D Gaussian Representation
   2024/04/09 by Henan Wang, Hanxin Zhu, Wang, Henan +11 · 15 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies #Optical measurement and interference techniques
3. IGOR: Image-GOal Representations are the Atomic Control Units for Foundation Models in Embodied AI
   2024/10/17 by Xiaoyu Chen, Junliang Guo, Chen, Xiaoyu +12 · 15 citations
   Engineering · Materials Science · Medicine · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Medical Imaging Techniques and Applications #Robotics (cs.RO)
4. MineWorld: a Real-Time and Open-Source Interactive World Model on Minecraft
   2025/04/11 by Guo, Junliang, Ye Yang, Ye, Yang +10 · 20 citations
   Computer Science · Social Sciences · #Data Management and Algorithms #Geographic Information Systems Studies #Web Data Mining and Analysis
5. MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models
   2023/10/18 by Dingyao Yu, Yu, Dingyao, Kaitao Song +13 · 7 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music and Audio Processing #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
6. Learning to grok: Emergence of in-context learning and skill composition in modular arithmetic tasks
   2024/06/04 by Tianyu He, He, Tianyu, Darshil Doshi +5 · 8 citations
   Mathematics · #Cognitive and developmental aspects of mathematical skills #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
7. Dense Interaction Learning for Video-based Person Re-identification
   2021/03/16 by Tianyu He, He, Tianyu, Xin Jin +9 · 4 citations
   Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
8. To grok or not to grok: Disentangling generalization and memorization on corrupted algorithmic datasets
   2023/10/19 by Darshil Doshi, Aritra Das, Doshi, Darshil +5 · 5 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
9. Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
   2025/07/10 by H. Wu, D.-S. Wu, Wu, Haoyu +11 · 14 citations
   Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Human Pose and Action Recognition
10. Cloth-Changing Person Re-identification from A Single Image with Gait Prediction and Regularization
    2021/03/29 by Xin Jin, Tianyu He, Jin, Xin +17 · 2 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
11. InstructAvatar: Text-Guided Emotion and Motion Control for Avatar Generation
    2024/05/24 by Yuchi Wang, Wang, Yuchi, Junliang Guo +13 · 4 citations
    Engineering · Psychology · #Human Motion and Animation #Educational Games and Gamification #Social Robot Interaction and HRI
12. AR4D: Autoregressive 4D Generation from Monocular Videos
    2025/01/03 by Hanxin Zhu, Tianyu He, Zhu, Hanxin +9 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Stabilization
13. Grokking Modular Polynomials
    2024/06/05 by Darshil Doshi, Tianyu He, Doshi, Darshil +5 · 3 citations
    Mathematics · #Mathematics and Applications
14. HiFace: High-Fidelity 3D Face Reconstruction by Learning Static and Dynamic Details
    2023/03/20 by Zenghao Chai, Tianke Zhang, Chai, Zenghao +17 · 2 citations
    Computer Science · Engineering · #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #3D Shape Modeling and Analysis
15. Memory Forcing: Spatio-Temporal Memory for Consistent Scene Generation on Minecraft
    2025/10/03 by Xiang-Ping Hu, Huang, Junchao, Hu, Xinting +9 · 7 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation
16. Video In-context Learning: Autoregressive Transformers are Zero-Shot Video Imitators
    2024/07/10 by Wentao Zhang, Zhang, Wentao, Junliang Guo +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
17. Configuration-Induced Passive Self-Rotation for Perception-Enhanced Autonomous Flight
    2026/07/20 by Xurui Liu, Miao Wang, Tianyu He +2
    #cs.RO
18. Disturbance-Aware Flight for Aerial Robots in Narrow Space
    2026/07/20 by Lei Qiang, Tianyu He, Chenyang Sun +3
    #cs.RO