Shangsong Liang

1. Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications
   2023/02/01 by Muhammad Arslan Manzoor, Sarah Albarri, Manzoor, Muhammad Arslan +9 · 6 citations
   Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
2. SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters
   2025/02/02 by Teng Xiao, Yige Yuan, Xiao, Teng +11 · 8 citations
   Business, Management and Accounting · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation
   2024/03/07 by Jiyong Li, Dilshod Azizov, Li, Jiyong +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filters
   2024/12/26 by Guoming Li, Jian Yang, Li, Guoming +3 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Neural Networks and Applications
5. Remedying Coarsening-Based GNN Training under Heterophily via Adaptive Complementary Enhancement
   2026/07/24 by Guoming Li, Jian Yang, Xukun Wang +3
   #cs.LG #cs.NA #eess.SP #math.NA