Junyu Liu

1. Stochastic noise can be helpful for variational quantum algorithms
   2022/10/13 by Junyu Liu, Frederik Wilde, Liu, Junyu +8 · 6 citations
   Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques #Theoretical and Computational Physics
2. Large Language Model Benchmarks in Medical Tasks
   2024/10/28 by Qian Niu, Yan, Lawrence K. Q., Ming Li +25 · 7 citations
   Computer Science · #Topic Modeling
3. Securing Large Language Models: Addressing Bias, Misinformation, and Prompt Attacks
   2024/09/12 by BoYan Peng, Peng, Benji, Keyu Chen +10 · 5 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
4. From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence
   2025/01/05 by Tianyang Wang, Wang, Tianyang, Yunze Wang +33 · 5 citations
   Computer Science · #Explainable Artificial Intelligence (XAI)
5. A Perspective on Quantum Computing Applications in Quantum Chemistry using 25--100 Logical Qubits
   2025/06/24 by Yuri Alexeev, Alexeev, Yuri, Victor S. Batista +57 · 11 citations
   Computer Science · #Quantum Computing Algorithms and Architecture #Quantum-Dot Cellular Automata #Quantum Information and Cryptography
6. SU(d)-Symmetric Random Unitaries: Quantum Scrambling, Error Correction, and Machine Learning
   2023/09/28 by Zimu Li, Li, Zimu, Han Zheng +9 · 2 citations
   Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
7. Practical hybrid PQC-QKD protocols with enhanced security and performance
   2024/11/02 by Pei Zeng, Zeng, Pei, Bandyopadhyay, Debayan +22 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Physical sciences #Interconnection Networks and Systems #Quantum Physics (quant-ph)
8. Efficient Betweenness Based Content Caching and Delivery Strategy in Wireless Networks
   2020/05/08 by Chenxi Zhao, Junyu Liu, Zhao, Chenxi +5 · 1 citation
   Computer Science · #Caching and Content Delivery #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Information Theory (cs.IT) #Mobile Ad Hoc Networks #Networking and Internet Architecture (cs.NI)
9. Geometry-Based Stochastic Probability Models for the LoS and NLoS Paths of A2G Channels under Urban Scenario
   2022/05/19 by Minghui Pang, Qiuming Zhu, Pang, Minghui +11 · 1 citation
   Engineering · #Millimeter-Wave Propagation and Modeling #UAV Applications and Optimization #Vehicular Ad Hoc Networks (VANETs)
10. Towards efficient quantum algorithms for diffusion probabilistic models
    2025/02/20 by Yunfei Wang, Wang, Yunfei, Ruoxi Jiang +11 · 3 citations
    Computer Science · #Quantum Computing Algorithms and Architecture
11. From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing
    2024/11/05 by Xintian Sun, Sun, Xintian, Benji Peng +21 · 2 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG)
12. Surveying the MLLM Landscape: A Meta-Review of Current Surveys
    2024/09/17 by Ming Li, Li, Ming, Keyu Chen +23 · 2 citations
    Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation
13. PartComposer: Learning and Composing Part-Level Concepts from Single-Image Examples
    2025/06/03 by Junyu Liu, Liu, Junyu, R. Kenny Jones +3 · 1 voice · 2 citations
    #cs.GR #cs.CV
14. Deep Learning, Machine Learning -- Digital Signal and Image Processing: From Theory to Application
    2024/10/27 by Hsieh, Weiche, Ziqian Bi, Bi, Ziqian +31 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Neural Networks and Applications #Signal Processing (eess.SP) #electronic engineering #information engineering
15. Provably Efficient Quantum Algorithms for Solving Nonlinear Differential Equations Using Multiple Bosonic Modes Coupled with Qubits
    2025/11/13 by Yu Gan, Gan, Yu, Hirad Alipanah +17 · 2 citations
    Computer Science · Physics and Astronomy · #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Mechanical and Optical Resonators #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #and Science (cs.CE)
16. Self-Modifying Lean Proof Agents with Verifier-Grounded Benchmark Coevolution
    2026/07/19 by Yuqing Li, Zeguan Wu, Yu Gan +1
    #cs.AI #cs.LG #quant-ph