Shangqian Gao
- Token Fusion: Bridging the Gap between Token Pruning and Token Merging
2023/12/02 by Minchul Kim, Shangqian Gao, Kim, Minchul +7 · 29 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
- Accelerated Zeroth-Order and First-Order Momentum Methods from Mini to Minimax Optimization
2020/08/18 by Feihu Huang, Shangqian Gao, Huang, Feihu +5 · 8 citations
Engineering · Computer Science · Mathematics · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #Advanced Optimization Algorithms Research
- DISP-LLM: Dimension-Independent Structural Pruning for Large Language Models
2024/10/15 by Shangqian Gao, Gao, Shangqian, Lin, Chi-Heng +9 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Gradient Descent Ascent for Minimax Problems on Riemannian Manifolds
2020/10/13 by Feihu Huang, Huang, Feihu, Shangqian Gao +1 · 1 citation
Computer Science · Engineering · Mathematics · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference
- Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps
2022/09/07 by Alireza Ganjdanesh, Shangqian Gao, Ganjdanesh, Alireza +3 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
2025/01/24 by Smith, James Seale, Shikhar Tuli, Lin, Chi-Heng +11 · 2 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
- Cost-Aware Contrastive Routing for LLMs
2025/08/17 by Reza Shirkavand, Shangqian Gao, Shirkavand, Reza +5 · 3 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Caching and Content Delivery #FOS: Computer and information sciences #Machine Learning (cs.LG) #Peer-to-Peer Network Technologies
- SALT: Salience-Aware Lexical Trie for Long-Context Compression
2026/07/20 by Oteo Mamo, Hyunjin Yi, Joydhriti Choudhury +2 · 1 voice
#cs.PF #cs.AI #cs.LG
- MUGEN: A Unified Framework for Efficient Motion Understanding and Generation
2026/07/30 by Zhankai Ye, Yukai Jin, Bingyang Wei +5
Computer Science · #cs.LG