Jiacheng Sun

1. Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
   2024/06/06 by Jingyang Ou, Ou, Jingyang, Shen Nie +11 · 116 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, Luo, Weijian, Tianyang Hu +9 · 43 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 · 12 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. DARTS+: Improved Differentiable Architecture Search with Early Stopping
   2019/09/13 by Hanwen Liang, Shifeng Zhang, Liang, Hanwen +11 · 5 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. 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
6. Elucidating The Design Space of Classifier-Guided Diffusion Generation
   2023/10/17 by Jiajun Ma, Ma, Jiajun, Tianyang Hu +5 · 7 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
7. 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
8. Complexity Matters: Rethinking the Latent Space for Generative Modeling
   2023/07/17 by Tianyang Hu, Fei Chen, Hu, Tianyang +11 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
9. Why Are Conditional Generative Models Better Than Unconditional Ones?
   2022/12/01 by Fan Bao, Chongxuan Li, Bao, Fan +5 · 4 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
10. FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
    2025/05/26 by Jin Wang, Wang, Jin, Yao Lai +15 · 14 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Reinforcement Learning in Robotics
11. Towards Understanding the Generative Capability of Adversarially Robust Classifiers
    2021/08/20 by Yao Zhu, Zhu, Yao, Jiacheng Ma +9 · 3 citations
    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)
12. Uniqueness of the Mean Field Equation and Rigidity of Hawking Mass
    2017/06/21 by Yuguang Shi, Jiacheng Sun, Shi, Yuguang +5 · 2 citations
    Mathematics · Physics and Astronomy · #Geometric Analysis and Curvature Flows #Cosmology and Gravitation Theories #Advanced Differential Geometry Research
13. Shortcuts to adiabatic non-Abelian braiding on silicon photonic chips
    2024/10/09 by Wange Song, Xuanyu Liu, Song, Wange +15 · 6 citations
    Engineering · Physics and Astronomy · #Photonic and Optical Devices #Photonic Crystals and Applications #Semiconductor Lasers and Optical Devices
14. 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 · 8 citations
    Social Sciences · #Higher Education Learning Practices
15. Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels
    2023/02/21 by Zebin You, You, Zebin, Yong Zhong +9 · 2 citations
    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)
16. ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis
    2025/01/30 by Haoxiong Liu, Jiacheng Sun, Liu, Haoxiong +5 · 3 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
17. Mathesis: Towards Formal Theorem Proving from Natural Languages
    2025/06/08 by Yu Xuejun, Jianyuan Zhong, Xuejun, Yu +32 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic, programming, and type systems #Mathematics, Computing, and Information Processing #Topic Modeling
18. AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters
    2026/07/21 by Yu-Yang Qian, Hao-Cong Wu, Chen Chen +4
    #cs.LG #cs.CL