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Sun, Jiacheng

  1. Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
    2024/06/06 by Jingyang Ou, Ou, Jingyang, Shen Nie +11 · 109 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption
  2. Diff-Instruct: A Universal Approach for Transferring Knowledge From Pre-trained Diffusion Models
    2023/05/29 by Weijian Luo, Tianyang Hu, Luo, Weijian +9 · 41 citations
    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Machine Learning in Healthcare
  3. SA-Solver: Stochastic Adams Solver for Fast Sampling of Diffusion Models
    2023/09/10 by Shuchen Xue, Xue, Shuchen, Mingyang Yi +11 · 10 citations
    Computer Science · Engineering · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Traffic Prediction and Management Techniques
  4. Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models
    2022/06/15 by Fan Bao, Bao, Fan, Chongxuan Li +7 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Topic Modeling
  5. On the Generalization of Diffusion Model
    2023/05/24 by Mingyang Yi, Yi, Mingyang, Jiacheng Sun +3 · 5 citations
    Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Statistical Mechanics and Entropy
  6. Complexity Matters: Rethinking the Latent Space for Generative Modeling
    2023/07/17 by Hu, Tianyang, Chen, Fei, Wang, Haonan +4 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Improved OOD Generalization via Adversarial Training and Pre-training
    2021/05/24 by Yi, Mingyang, Hou, Lu, Sun, Jiacheng +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Learning Few-Step Diffusion Models by Trajectory Distribution Matching
    2025/03/09 by Luo, Yihong, Hu, Tianyang, Sun, Jiacheng +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
    2025/05/26 by Jin Wang, Yao Lai, Wang, Jin +15 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
  10. Why Are Conditional Generative Models Better Than Unconditional Ones?
    2022/12/01 by Fan Bao, Chongxuan Li, Bao, Fan +5 · 3 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  11. Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in Sports
    2023/06/22 by Hsiang-Wei Huang, Huang, Hsiang-Wei, Cheng-Yen Yang +7 · 3 citations
    Computer Science · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Impact of Light on Environment and Health #Video Surveillance and Tracking Methods
  12. How Numerical Precision Affects Arithmetical Reasoning Capabilities of LLMs
    2024/10/17 by Guhao Feng, Feng, Guhao, Kai Yang +13 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematics, Computing, and Information Processing
  13. Elucidating The Design Space of Classifier-Guided Diffusion Generation
    2023/10/17 by Jiajun Ma, Tianyang Hu, Ma, Jiajun +5 · 3 citations
    Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  14. Shortcuts to adiabatic non-Abelian braiding on silicon photonic chips
    2024/10/09 by Wange Song, Xuanyu Liu, Song, Wange +15 · 5 citations
    Engineering · Physics and Astronomy · #Photonic and Optical Devices #Photonic Crystals and Applications #Semiconductor Lasers and Optical Devices
  15. How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
    2025/02/16 by Yixin Ou, Ou, Yixin, Yunzhi Yao +13 · 6 citations
    Social Sciences · #Higher Education Learning Practices
  16. Any-Order GPT as Masked Diffusion Model: Decoupling Formulation and Architecture
    2025/06/24 by Xue, Shuchen, Xie, Tianyu, Hu, Tianyang +5 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  17. DARTS+: Improved Differentiable Architecture Search with Early Stopping
    2019/09/13 by Liang, Hanwen, Zhang, Shifeng, Sun, Jiacheng +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Towards Transformer-Based Aligned Generation with Self-Coherence Guidance
    2025/03/22 by Wang, Shulei, Lin, Wang, Huang, Hai +8 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Towards Understanding the Generative Capability of Adversarially Robust Classifiers
    2021/08/20 by Yao Zhu, Jiacheng Ma, Zhu, Yao +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Machine Learning (cs.LG)
  20. Object-AVEdit: An Object-level Audio-Visual Editing Model
    2025/09/27 by Fu, Youquan, Si, Ruiyang, Wang, Hongfa +6 · 7 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
  21. Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
    2023/02/21 by Zebin You, Yong Zhong, You, Zebin +9 · 1 citation
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  22. Adding Additional Control to One-Step Diffusion with Joint Distribution Matching
    2025/03/09 by Luo, Yihong, Hu, Tianyang, Song, Yifan +3 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Understanding the Language Model to Solve the Symbolic Multi-Step Reasoning Problem from the Perspective of Buffer Mechanism
    2024/05/24 by Wang, Zhiwei, Wang, Yunji, Zhang, Zhongwang +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
    2025/01/30 by Haoxiong Liu, Liu, Haoxiong, Jiacheng Sun +5 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
  25. Mathesis: Towards Formal Theorem Proving from Natural Languages
    2025/06/08 by Yu Xuejun, Xuejun, Yu, Jianyuan Zhong +32 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Topic Modeling
  26. Bound-extended mode transition in type-II synthetic photonic Weyl heterostructures
    2024/03/08 by Song, Wange, Lin, Zhiyuan, Ji, Jitao +7 · 1 citation
    #FOS: Physical sciences #Optics (physics.optics)
  27. From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs
    2025/12/07 by Tian, Yuchuan, Liang, Yuchen, Sun, Jiacheng +11 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
  28. GTA: Global Tracklet Association for Multi-Object Tracking in Sports
    2024/11/12 by Sun, Jiacheng, Huang, Hsiang-Wei, Yang, Cheng-Yen +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences