Shanshan Zhong

1. Let's Think Outside the Box: Exploring Leap-of-Thought in Large Language Models with Creative Humor Generation
   2023/12/05 by Shanshan Zhong, Zhongzhan Huang, Zhong, Shanshan +11 · 12 citations
   Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
2. Mirror Gradient: Towards Robust Multimodal Recommender Systems via Exploring Flat Local Minima
   2024/02/17 by Shanshan Zhong, Zhongzhan Huang, Zhong, Shanshan +9 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
3. SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models
   2023/05/09 by Shanshan Zhong, Zhong, Shanshan, Zhongzhan Huang +7 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
4. Understanding Self-attention Mechanism via Dynamical System Perspective
   2023/08/19 by Zhongzhan Huang, Mingfu Liang, Huang, Zhongzhan +7 · 2 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Neural Networks and Applications #Neural Networks and Reservoir Computing
5. A Causality-aware Paradigm for Evaluating Creativity of Multimodal Large Language Models
   2025/01/25 by Zhongzhan Huang, Huang, Zhongzhan, Shanshan Zhong +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Speech and dialogue systems
6. One Run Is Not an Idea: The Implementation Lottery in Automated Research
   2026/07/29 by Jingjie Ning, Shanshan Zhong, Xiaochuan Li +2
   Computer Science · #cs.AI #cs.MA
7. Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer
   2026/07/19 by Jingjie Ning, Xiaochuan Li, Shanshan Zhong +2
   Computer Science · #cs.AI #cs.MA #cs.SE