Jiaqi Leng
- Quantum Hamiltonian Descent
2023/03/02 by Jiaqi Leng, Ethan Hickman, Leng, Jiaqi +5 · 9 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Expanding Hardware-Efficiently Manipulable Hilbert Space via Hamiltonian Embedding
2024/01/16 by Jiaqi Leng, Leng, Jiaqi, Joseph Li +5 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Finance #Neural Networks and Reservoir Computing #Numerical Analysis (math.NA) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #and Science (cs.CE)
- Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
2025/04/23 by Xiang Hu, Hu, Xiang, Jiaqi Leng +7 · 3 citations
Computer Science · #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Quantum Hamiltonian Descent for Non-smooth Optimization
2025/03/20 by Jiaqi Leng, Yufan Zheng, Leng, Jiaqi +10 · 2 citations
Computer Science · #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)