Yichen Xu
- Deep Graph Contrastive Representation Learning
2020/06/07 by Yanqiao Zhu, Zhu, Yanqiao, Yichen Xu +9 · 32 citations
Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- TinyChart: Efficient Chart Understanding with Visual Token Merging and Program-of-Thoughts Learning
2024/04/25 by Liang Zhang, Anwen Hu, Zhang, Liang +13 · 14 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification #Video Analysis and Summarization
- Strong-to-weak spontaneous breaking of 1-form symmetry and intrinsically mixed topological order
2024/09/26 by Carolyn Zhang, Yichen Xu, Zhang, Carolyn +9 · 14 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Fractal and DNA sequence analysis #High Energy Physics - Theory (hep-th) #Molecular spectroscopy and chirality #Protein Structure and Dynamics #Quantum Physics (quant-ph) #Statistical Mechanics (cond-mat.stat-mech) #Strongly Correlated Electrons (cond-mat.str-el)
- URHand: Universal Relightable Hands
2024/01/10 by Zhaoxi Chen, Gyeongsik Moon, Chen, Zhaoxi +43 · 6 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Human Pose and Action Recognition
- A Survey on Deep Graph Generation: Methods and Applications
2022/03/13 by Yanqiao Zhu, Zhu, Yanqiao, Yuanqi Du +11 · 4 citations
Computer Science · #Advanced Graph Neural Networks #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Networks (q-bio.MN) #Social and Information Networks (cs.SI) #Text and Document Classification Technologies #Topic Modeling
- Fluctuation-Dissipation Theorem and Information Geometry in Open Quantum Systems
2024/09/27 by Jian-Hao Zhang, Cenke Xu, Zhang, Jian-Hao +3 · 5 citations
Physics and Astronomy · Computer Science · #Quantum Mechanics and Applications #Advanced Thermodynamics and Statistical Mechanics #Quantum Computing Algorithms and Architecture
- Formalizing Box Inference for Capture Calculus
2023/06/10 by Yichen Xu, Xu, Yichen, Martin Odersky +1 · 3 citations
Computer Science · #FOS: Computer and information sciences #Logic, programming, and type systems #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research
- Fault-tolerant protocols through spacetime concatenation
2025/04/11 by Yichen Xu, Xu, Yichen, Arpit Dua +1 · 4 citations
Computer Science · Engineering · #Distributed systems and fault tolerance #Interconnection Networks and Systems #Radiation Effects in Electronics
- Tracking Capabilities for Safer Agents
2026/03/01 by Martin Odersky, Yaoyu Zhao, Yichen Xu +2 · 2 voices
Computer Science · #cs.AI #cs.PL
- Attention to Quantum Complexity
2024/05/19 by Hyejin Kim, Kim, Hyejin, Yiqing Zhou +23 · 3 citations
Physics and Astronomy · #FOS: Physical sciences #Quantum Mechanics and Applications #Quantum Physics (quant-ph)
- Learning measurement-induced phase transitions using attention
2025/08/21 by Hyejin Kim, Kim, Hyejin, Abhishek Kumar +10 · 1 voice · 4 citations
Computer Science · Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture #Quantum many-body systems #quant-ph
- Classifying Capabilities (Extended Version)
2026/07/27 by Cao Nguyen Pham, Oliver Bračevac, Yichen Xu +2
#cs.PL