Song Liu
- GLM-5: from Vibe Coding to Agentic Engineering
2026/02/17 by GLM-5-Team, :, Aohan Zeng +184 · 4 voices · 44 citations
Computer Science · #cs.LG #cs.CL
- Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs
2025/03/07 by Ling Team, Binwei Zeng, Chao Huang +144 · 10 voices · 10 citations
Computer Science · #cs.LG #cs.AI #cs.CL
- Simulation of Hubbard model physics in WSe2/WS2 moiré superlattices
2020/03/18 by Yanhao Tang, Lizhong Li, Tingxin Li +9 · 52 citations
Materials Science · Physics and Astronomy · #Advanced Condensed Matter Physics #Electronic and Structural Properties of Oxides #Physics of Superconductivity and Magnetism
- Modeling Relation Paths for Representation Learning of Knowledge Bases
2015/06/01 by Yankai Lin, Zhiyuan Liu, Lin, Yankai +9 · 25 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Personalized Dialogue Generation with Diversified Traits
2019/01/28 by Yinhe Zheng, Guanyi Chen, Zheng, Yinhe +7 · 21 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Sequential Neural Score Estimation: Likelihood-Free Inference with Conditional Score Based Diffusion Models
2022/10/10 by Louis Sharrock, Jack Simons, Sharrock, Louis +5 · 1 voice · 13 citations
Computer Science · Mathematics · Physics and Astronomy · #Gaussian Processes and Bayesian Inference #Machine Learning in Healthcare #Model Reduction and Neural Networks #cs.LG #stat.ML
- Dipolar excitonic insulator in a moire lattice
2021/08/14 by Jie Gu, Liguo Ma, Gu, Jie +13 · 11 citations
Physics and Astronomy · #Quantum and electron transport phenomena #Physics of Superconductivity and Magnetism #Semiconductor Quantum Structures and Devices
- HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval
2021/03/28 by Song Liu, Haoqi Fan, Liu, Song +9 · 5 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Two-step flux synthesis of ultrapure transition metal dichalcogenides
2023/03/28 by Song Liu, Liu, Song, Yang Liu +23 · 7 citations
Materials Science · #2D Materials and Applications #FOS: Physical sciences #Graphene research and applications #MXene and MAX Phase Materials #Materials Science (cond-mat.mtrl-sci) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
- Superconducting Diode Effect and Large Magnetochiral Anisotropy in Td-MoTe2 Thin Film
2023/03/16 by Wan-Shun Du, Weipeng Chen, Du, Wan-Shun +31 · 5 citations
Materials Science · Physics and Astronomy · #FOS: Physical sciences #Iron-based superconductors research #Magnetic and transport properties of perovskites and related materials #Physics of Superconductivity and Magnetism #Superconductivity (cond-mat.supr-con)
- Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation
2013/04/25 by Song Liu, Liu, Song, John A. Quinn +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Metabolomics and Mass Spectrometry Studies #Statistical Methods and Inference
- Model Reuse with Reduced Kernel Mean Embedding Specification
2020/01/20 by Xi-Zhu Wu, Wenkai Xu, Wu, Xi-Zhu +5 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Estimating Density Models with Truncation Boundaries using Score Matching
2019/10/09 by Song Liu, Liu, Song, Takafumi Kanamori +3 · 3 citations
Computer Science · Environmental Science · Mathematics · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Hydrology and Drought Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
- Support Consistency of Direct Sparse-Change Learning in Markov Networks
2014/07/02 by Song Liu, Liu, Song, Taiji Suzuki +9 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (stat.ML) #Statistical Methods and Inference
- Density-Difference Estimation
2012/06/30 by Masashi Sugiyama, Sugiyama, Masashi, Takafumi Kanamori +9 · 1 citation
Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
- MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows
2023/02/02 by Mingxuan Yi, Yi, Mingxuan, Zhanxing Zhu +3 · 3 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Sparse Structural Changes in High-dimensional Markov Networks: A Review on Methodologies and Theories
2017/01/06 by Song Liu, Liu, Song, Kenji Fukumizu +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Programmable Nanowrinkle-Induced Room-Temperature Exciton Localization in Monolayer WSe2
2023/05/24 by Emanuil Yanev, Thomas P. Darlington, Yanev, Emanuil S. +19 · 2 citations
Engineering · Materials Science · #2D Materials and Applications #Advanced Materials and Mechanics #Advanced Sensor and Energy Harvesting Materials #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Optics (physics.optics)
- Hardware-Efficient Stabilization of Entanglement via Engineered\n Dissipation in Superconducting Circuits
2024/07/18 by C. H. Chen, Chen, Changling, Kai Tang +19 · 3 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #Control and Stability of Dynamical Systems #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Two-sample inference for high-dimensional Markov networks
2019/05/01 by Byol Kim, Kim, Byol, Song Liu +3 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Inference
- Continual Density Ratio Estimation in an Online Setting
2021/03/09 by Yu Chen, Chen, Yu, Song Liu +5 · 1 citation
Computer Science · Decision Sciences · Physics and Astronomy · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Noise-induced quantum synchronization and maximally entangled mixed states in superconducting circuits
2024/06/15 by Ziyu Tao, Tao, Ziyu, Finn Schmolke +31 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
- Score Matching With Missing Data
2025/05/31 by Josh Givens, Song Liu, Givens, Josh +3 · 3 citations
Computer Science · #Bayesian Modeling and Causal Inference #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Time Series Analysis and Forecasting
- Interaction-induced topological pumping in a solid-state quantum system
2023/03/08 by Ziyu Tao, Wenhui Huang, Tao, Ziyu +51 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Physics of Superconductivity and Magnetism #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Topological Materials and Phenomena
- Quantum squeezing amplification with a weak Kerr nonlinear oscillator
2025/03/11 by Yanyan Cai, Xiaowei Deng, Cai, Yanyan +19 · 3 citations
Computer Science · Physics and Astronomy · #Advanced Fiber Laser Technologies #FOS: Physical sciences #Laser-Matter Interactions and Applications #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Rational design and application of electrocatalysts based on transition metal selenides for water splitting
2024/01/01 by Haiyan Xiang, Qizhi Dong, Meiqing Yang +1 · 1 voice · 1 citation
Energy · Engineering · #Electrocatalysts for Energy Conversion #Advanced battery technologies research #Chalcogenide Semiconductor Thin Films
- Floquet Engineering of Anisotropic Transverse Interactions in Superconducting Qubits
2024/10/14 by Yongqi Liang, Wenhui Huang, Liang, Yongqi +33 · 1 citation
Computer Science · #FOS: Physical sciences #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Minimizing f-Divergences by Interpolating Velocity Fields
2023/05/24 by Song Liu, Liu, Song, Yu, Jiahao +6 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications
- FastUMI-100K: Advancing Data-driven Robotic Manipulation with a Large-scale UMI-style Dataset
2025/10/09 by Kehui Liu, Zhongjie Jia, Liu, Kehui +30 · 2 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Mechanisms and Dynamics #Robotics (cs.RO) #Soft Robotics and Applications
- SENP1‐mediated NEMO de‐SUMOylation inhibits intermittent hypoxia induced inflammatory response of microglia in vitro
2019/09/24 by Tianyun Yang, Jinyuan Sun, Bo Wei +1 · 13 citations
Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · #Ubiquitin and proteasome pathways #Toxoplasma gondii Research Studies #Adenosine and Purinergic Signaling
- State Similarity in Modular Superconducting Quantum Processors with Classical Communications
2025/06/02 by Bujiao Wu, Chunsong Xie, Wu, Bujiao +43 · 4 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena #Quantum Information and Cryptography
- Demonstration of quantum error detection in a silicon quantum processor
2025/09/29 by Chunhui Zhang, Chunhui Li, Zhang, Chunhui +45 · 2 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Conditional Outcome Equivalence: A Quantile Alternative to CATE
2024/10/16 by Josh Givens, Henry W. J. Reeve, Givens, Josh +5 · 1 citation
Economics, Econometrics and Finance · Mathematics · #62G35 (Primary) 62G08 #62P10 (Secondary) #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME)
- Zero-Flow Two-Sample Tests
2026/07/23 by Yakun Wang, Leyang Wang, Song Liu +1
Computer Science · Mathematics · #cs.LG #stat.ML
- AngelSpec: Towards Real-World High Performance Inference with Speculative Decoding
2026/07/28 by Hong Liu, Rui Cen, Junhan Shi +10
Computer Science · #cs.CL