Qiu, Zi-Hao

1. Not All Semantics are Created Equal: Contrastive Self-supervised Learning with Automatic Temperature Individualization
   2023/05/19 by Zi-Hao Qiu, Qiu, Zi-Hao, Quanqi Hu +9 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Text and Document Classification Technologies
2. Large-scale Stochastic Optimization of NDCG Surrogates for Deep Learning with Provable Convergence
   2022/02/24 by Zi-Hao Qiu, Quanqi Hu, Qiu, Zi-Hao +7 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Recommender Systems and Techniques
3. Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
   2022/02/24 by Zhuoning Yuan, Yuexin Wu, Yuan, Zhuoning +11 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #MicroRNA in disease regulation #Optimization and Control (math.OC)
4. To Cool or not to Cool? Temperature Network Meets Large Foundation Models via DRO
   2024/04/06 by Qiu, Zi-Hao, Guo, Siqi, Xu, Mao +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
5. Blockwise Stochastic Variance-Reduced Methods with Parallel Speedup for Multi-Block Bilevel Optimization
   2023/05/30 by Quanqi Hu, Zi-Hao Qiu, Hu, Quanqi +7 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Risk and Portfolio Optimization #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques