Siyu Chen

1. ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis
   2021/03/09 by Yinan He, He, Yinan, Bei Gan +15 · 17 citations
   Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
2. Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality
   2024/02/29 by Siyu Chen, Chen, Siyu, Heejune Sheen +5 · 13 citations
   Computer Science · #Neural Networks and Applications
3. PyPose: A Library for Robot Learning with Physics-based Optimization
   2022/09/30 by Chen Wang, Dasong Gao, Kuan Xu +34 · 10 citations
   Engineering · Computer Science · #Robotics and Sensor-Based Localization #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques
4. Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
   2024/09/09 by Siyu Chen, Chen, Siyu, Heejune Sheen +5 · 14 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Optimization and Control (math.OC)
5. Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization
   2020/06/14 by Junting Pan, Siyu Chen, Pan, Junting +7 · 5 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Human Pose and Action Recognition #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #electronic engineering #information engineering
6. Unlocking Out-of-Distribution Generalization in Transformers via Recursive Latent Space Reasoning
   2025/10/15 by Awni Altabaa, Siyu Chen, Altabaa, Awni +5 · 1 voice · 2 citations
   #cs.LG #cs.AI
7. WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models
   2025/02/20 by Y.W. Chen, Chen, Yifu, Shengpeng Ji +13 · 8 citations
   Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
8. Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
   2025/07/25 by StepFun, :, Bin Wang +284 · 18 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
9. In-Context Meta LoRA Generation
   2025/01/29 by Yu Shao, Shao, Yihua, Minxi Yan +27 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Human Pose and Action Recognition
10. Volume decomposition for multi-axis support-free and gouging-free printing based on ellipsoidal slicing
    2021/10/21 by Fubao Xie, Xishuang Jing, Chengyang Zhang +5 · 2 citations
    Engineering · Computer Science · #Additive Manufacturing and 3D Printing Technologies #Digital Image Processing Techniques #3D Shape Modeling and Analysis
11. EventVAD: Training-Free Event-Aware Video Anomaly Detection
    2025/04/17 by Shao, Yihua, H. L. He, Sijie Li +22 · 6 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Network Security and Intrusion Detection
12. Sand and dust storms: a growing global health threat calls for international health studies to support policy action
    2025/01/01 by Tiantian Li, Aaron Cohen, Michał Krzyżanowski +25 · 1 voice · 2 citations
    Environmental Science · #Air Quality and Health Impacts #Atmospheric aerosols and clouds #Climate Change and Health Impacts
13. Defective Convolutional Networks
    2019/11/19 by Tiange Luo, Tianle Cai, Luo, Tiange +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
14. Market Design for Tradable Mobility Credits
    2021/01/03 by Siyu Chen, Ravi Seshadri, Chen, Siyu +13 · 1 citation
    Social Sciences · Engineering · #Transportation Planning and Optimization #Transportation and Mobility Innovations #Urban Transport and Accessibility
15. From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
    2024/05/30 by Jianliang He, He, Jianliang, Siyu Chen +5 · 2 citations
    Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
16. INTERN: A New Learning Paradigm Towards General Vision
    2021/11/16 by Jing Shao, Shao, Jing, Siyu Chen +51 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
17. Mongolia Contributed More than 42% of the Dust Concentrations in Northern China in March and April 2023
    2023/05/31 by Siyu Chen, Dan Zhao, Jianping Huang +8 · 1 citation
18. Epidemiologic relationship between periodontitis and type 2 diabetes mellitus
    2020/07/11 by Chenzhou Wu, Yihang Yuan, Hang-hang Liu +9 · 1 citation
    Dentistry · #Oral microbiology and periodontitis research #Dental Health and Care Utilization #Dental Radiography and Imaging
19. Cooperative Learning with Gaussian Processes for Euler-Lagrange Systems Tracking Control under Switching Topologies
    2024/02/05 by Zewen Yang, Songbo Dong, Yang, Zewen +13 · 1 citation
    Computer Science · Engineering · #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Systems and Control (eess.SY) #Target Tracking and Data Fusion in Sensor Networks #electronic engineering #information engineering
20. A Platform for All-optical Thomson/ Compton Scattering with Versatile Parameters
    2024/04/22 by Siyu Chen, Chen, Siyu, Wenchao Yan +35 · 1 citation
    Physics and Astronomy · #Quantum optics and atomic interactions #Laser-Matter Interactions and Applications #Atomic and Subatomic Physics Research
21. D³epth: Self-Supervised Depth Estimation with Dynamic Mask in Dynamic Scenes
    2024/11/07 by Siyu Chen, Chen, Siyu, Hong Liu +9 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Optical measurement and interference techniques #Computer Graphics and Visualization Techniques
22. Leverage Knowledge Graph and Large Language Model for Law Article Recommendation: A Case Study of Chinese Criminal Law
    2024/10/07 by Yongming Chen, Miner Chen, Chen, Yongming +16 · 1 citation
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling #Computational and Text Analysis Methods
23. A Neural Representation Framework with LLM-Driven Spatial Reasoning for Open-Vocabulary 3D Visual Grounding
    2025/07/09 by Zhenyang Liu, Sixiao Zheng, Liu, Zhenyang +11 · 4 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO) #Spatial Cognition and Navigation
24. Depth Matters: Exploring Deep Interactions of RGB-D for Semantic Segmentation in Traffic Scenes
    2024/09/12 by Siyu Chen, Ting Han, Chen, Siyu +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital and Cyber Forensics #FOS: Computer and information sciences
25. SLC15A3-mediated dipeptide metabolism confers antimetabolite resistance in lymphoma via mTORC1 activation
    2026/07/14 by Haojun Yang, Vincenzo Andrea Zingaro, Kevin Boardman +13 · 1 voice · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Amino Acid Enzymes and Metabolism #Cancer, Hypoxia, and Metabolism #PI3K/AKT/mTOR signaling in cancer
26. Ganoderma-derived hierarchically porous carbon with biologically inherited architecture for synergistic electromagnetic attenuation and thermal management
    2026/07/23 by Hanjun Wei, Zhiyong Chen, Yuxiang Lai +8
    Materials Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Electromagnetic wave absorption materials #Electromagnetic Fields and Biological Effects #Advanced Antenna and Metasurface Technologies
27. High-rate continuous-variable quantum key distribution coexisting with Tb/s coherent classical transmission in hollow-core fiber
    2026/07/16 by Xitao Ji, Siyu Chen, Peng Li +7
    #quant-ph #physics.optics