Shansan Gong

1. DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
   2025/06/25 by Shansan Gong, Gong, Shansan, Ruixiang Zhang +11 · 6 voices · 74 citations
   Computer Science · #Model-Driven Software Engineering Techniques #cs.CL
2. DiffuSeq: Sequence to Sequence Text Generation with Diffusion Models
   2022/10/17 by Shansan Gong, Gong, Shansan, Mukai Li +7 · 67 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Topic Modeling
3. Scaling Diffusion Language Models via Adaptation from Autoregressive Models
   2024/10/23 by Shansan Gong, Shivam Agarwal, Gong, Shansan +21 · 93 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
4. Why Does the Effective Context Length of LLMs Fall Short?
   2024/10/24 by Chenxin An, An, Chenxin, Jun Zhang +13 · 16 citations
   Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
   2025/10/01 by Huangjie Zheng, Shansan Gong, Zheng, Huangjie +13 · 1 voice · 8 citations
   Physics and Astronomy · Computer Science · #Opinion Dynamics and Social Influence #Advanced Statistical Modeling Techniques
6. Training-Free Long-Context Scaling of Large Language Models
   2024/02/27 by Chenxin An, An, Chenxin, Fei Huang +11 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
   2024/02/12 by Jiacheng Ye, Ye, Jiacheng, Shansan Gong +18 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
8. In-Context Learning with Many Demonstration Examples
   2023/02/09 by Mukai Li, Li, Mukai, Shansan Gong +11 · 3 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
9. Dream-Coder 7B: An Open Diffusion Language Model for Code
   2025/09/01 by Zhihui Xie, Xie, Zhihui, Jiacheng Ye +18 · 19 citations
   Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
10. GIRAFFE: Design Choices for Extending the Context Length of Visual Language Models
    2024/12/17 by Mukai Li, Li Lei, Li, Mukai +5 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques