Jia Liu

1. 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 · 5 citations
   #cs.LG #cs.AI #cs.CL
2. FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping
   2020/12/27 by Xiaoyu Cao, Minghong Fang, Cao, Xiaoyu +5 · 52 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
3. Technology Roadmap for Flexible Sensors
   2023/03/09 by Yifei Luo, Mohammad Reza Abidian, Jong‐Hyun Ahn +97 · 14 citations
   Engineering · Computer Science · #Advanced Sensor and Energy Harvesting Materials #Green IT and Sustainability #IoT and Edge/Fog Computing
4. CompilerGym: Robust, Performant Compiler Optimization Environments for AI Research
   2021/09/17 by Chris Cummins, Bram Wasti, Cummins, Chris +21 · 10 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Adversarial Robustness in Machine Learning
5. Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
   2025/07/23 by Changxin Tian, Kunlong Chen, Tian, Changxin +9 · 2 voices · 8 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
6. Comprehensive analysis of chromothripsis in 2,658 human cancers using whole-genome sequencing
   2020/02/05 by Ruibin Xi, Dhawal Jain, Youngsook L. Jung +1341 · 8 citations
   Biochemistry, Genetics and Molecular Biology · #Cancer Genomics and Diagnostics #Genomic variations and chromosomal abnormalities #Genomics and Rare Diseases
7. Influence Function based Data Poisoning Attacks to Top-N Recommender Systems
   2020/02/19 by Minghong Fang, Fang, Minghong, Neil Zhenqiang Gong +3 · 5 citations
   Computer Science · #Advanced Graph Neural Networks #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spam and Phishing Detection #Stochastic Gradient Optimization Techniques
8. Combinatorial Sleeping Bandits with Fairness Constraints
   2019/01/15 by Fengjiao Li, Li, Fengjiao, Jia Liu +3 · 5 citations
   Decision Sciences · Computer Science · Engineering · #Advanced Bandit Algorithms Research #Optimization and Search Problems #Smart Grid Energy Management
9. Sodium oligomannate therapeutically remodels gut microbiota and suppresses gut bacterial amino acids-shaped neuroinflammation to inhibit Alzheimer’s disease progression
   2019/09/06 by Xinyi Wang, Guangqiang Sun, Teng Feng +23 · 7 citations
   Biochemistry, Genetics and Molecular Biology · Neuroscience · #Gut microbiota and health #Neuroinflammation and Neurodegeneration Mechanisms #Tryptophan and brain disorders
10. STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
    2021/06/19 by Prashant Khanduri, Khanduri, Prashant, Pranay Sharma +11 · 5 citations
    Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #Wireless Communication Security Techniques
11. Multi-granularity Correspondence Learning from Long-term Noisy Videos
    2024/01/30 by Yijie Lin, Jie Zhang, Lin, Yijie +9 · 6 citations
    Computer Science · #Speech and Audio Processing
12. Individual Differences in Impulsivity Predict Head Motion during Magnetic Resonance Imaging
    2014/08/22 by Xiangzhen Kong, Zonglei Zhen, Xueting Li +6 · 1 voice · 2 citations
    Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Functional Brain Connectivity Studies #Traumatic Brain Injury Research
13. AnoPatch: Towards Better Consistency in Machine Anomalous Sound Detection
    2024/06/17 by Anbai Jiang, Bing Han, Jiang, Anbai +15 · 8 citations
    Computer Science · #Music and Audio Processing #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting
14. Remdesivir and chloroquine effectively inhibit the recently emerged novel coronavirus (2019-nCoV) in vitro
    2020/02/04 by Manli Wang, Ruiyuan Cao, Leike Zhang +7 · 16 citations
    Agricultural and Biological Sciences · Medicine · #Animal Virus Infections Studies #COVID-19 Clinical Research Studies #SARS-CoV-2 and COVID-19 Research
15. Unsupervised Anomaly Detection and Localization of Machine Audio: A GAN-based Approach
    2023/03/31 by Anbai Jiang, Jiang, Anbai, Wei-Qiang Zhang +7 · 4 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Digital Media Forensic Detection #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
16. LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation
    2019/05/07 by Yu Wang, Quan Zhou, Wang, Yu +11 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques
17. Private and Communication-Efficient Edge Learning: A Sparse Differential Gaussian-Masking Distributed SGD Approach
    2020/01/12 by Xin Zhang, Zhang, Xin, Minghong Fang +5 · 2 citations
    Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
18. Flavor Physics at the CEPC: a General Perspective
    2024/12/27 by X. Ai, Ai, Xiaocong, Wolfgang Altmannshofer +234 · 8 citations
    Physics and Astronomy · Engineering · #Particle physics theoretical and experimental studies #Particle Detector Development and Performance #Particle Accelerators and Free-Electron Lasers
19. SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning
    2025/02/18 by Junkai Chen, Chen, Junkai, Zhijie Deng +14 · 8 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
20. Deep Learning for Detecting Cerebral Aneurysms with CT Angiography
    2020/11/03 by Jiehua Yang, Mingfei Xie, Canpei Hu +10 · 2 citations
    Medicine · #Intracranial Aneurysms: Treatment and Complications #Cerebrovascular and Carotid Artery Diseases #Acute Ischemic Stroke Management
21. Circular RNA: metabolism, functions and interactions with proteins
    2020/12/01 by Zhou Wei-yi, Zerong Cai, Jia Liu +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · #Circular RNAs in diseases #MicroRNA in disease regulation
22. CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation
    2021/11/20 by Haisong Liu, Tao Lu, Liu, Haisong +9 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
23. Over-the-Air Federated Learning with Joint Adaptive Computation and Power Control
    2022/05/12 by Hai‐Bo Yang, Yang, Haibo, Peiwen Qiu +5 · 2 citations
    Computer Science · Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
24. Taming Fat-Tailed ("Heavier-Tailed'' with Potentially Infinite Variance) Noise in Federated Learning
    2022/10/03 by Hai‐Bo Yang, Peiwen Qiu, Yang, Haibo +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
25. Gestational diabetes mellitus in women increased the risk of neonatal infection via inflammation and autophagy in the placenta
    2020/09/30 by Yi-xiao Li, Denglu Long, Deng-lu Long +8 · 1 citation
    Medicine · #Gestational Diabetes Research and Management #Pregnancy and preeclampsia studies #COVID-19 Impact on Reproduction
26. Implications of the KM3NeT Ultrahigh-energy Event on Neutrino Self-interactions
    2025/04/28 by Y. He, He, Yuxuan, Jia Liu +5 · 5 citations
    Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph) #Neutrino Physics Research
27. Data Poisoning Attacks and Defenses to Crowdsourcing Systems
    2021/02/18 by Minghong Fang, Minghao Sun, Fang, Minghong +9 · 1 citation
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
28. INTERACT: Achieving Low Sample and Communication Complexities in Decentralized Bilevel Learning over Networks
    2022/07/27 by Zhuqing Liu, Xin Zhang, Liu, Zhuqing +7 · 1 citation
    Computer Science · Medicine · Neuroscience · #Cerebrospinal fluid and hydrocephalus #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Privacy-Preserving Technologies in Data #Spinal Dysraphism and Malformations
29. SAGDA: Achieving O(ε^-2) Communication Complexity in Federated Min-Max Learning
    2022/10/02 by Hai‐Bo Yang, Zhuqing Liu, Yang, Haibo +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
30. Intergenerational Test Generation for Natural Language Processing Applications
    2023/02/21 by Pin Ji, Yan Feng, Ji, Pin +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
31. Reinforcement Learning-Based High-Speed Path Following Control for Autonomous Vehicles
    2024/01/11 by Jia Liu, Yunduan Cui, Jianghua Duan +4 · 2 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Traffic control and management #Reinforcement Learning in Robotics
32. Herbal Multiomics Provide Insights into Gene Discovery and Bioproduction of Triterpenoids by Engineered Microbes
    2024/12/12 by Feng Zhang, Xuemi Hao, Jia Liu +3 · 5 citations
    Biochemistry, Genetics and Molecular Biology · #Plant biochemistry and biosynthesis #Plant Gene Expression Analysis #Photosynthetic Processes and Mechanisms
33. PSMGD: Periodic Stochastic Multi-Gradient Descent for Fast Multi-Objective Optimization
    2024/12/14 by Mingjing Xu, Xu, Mingjing, Peizhong Ju +5 · 2 citations
    Computer Science · Engineering · #Advanced Multi-Objective Optimization Algorithms #Advanced Control Systems Optimization #Process Optimization and Integration
34. Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning
    2024/05/05 by Tianchen Zhou, Zhou, Tianchen, FNU Hairi +13 · 2 citations
    Computer Science · Neuroscience · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Reinforcement Learning in Robotics
35. A global convergence theory for deep ReLU implicit networks via over-parameterization
    2021/10/11 by Tianxiang Gao, Gao, Tianxiang, Hailiang Liu +7 · 1 citation
    Computer Science · #Stochastic Gradient Optimization Techniques #Machine Learning and ELM #Domain Adaptation and Few-Shot Learning
36. WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
    2025/07/23 by Changxin Tian, Jiapeng Wang, Tian, Changxin +17 · 5 citations
    Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Computation and Language (cs.CL) #Distributed systems and fault tolerance #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
37. Alignment is not sufficient to prevent large language models from generating harmful information: A psychoanalytic perspective
    2023/11/14 by Zi Yin, Yin, Zi, Ding Wei +3 · 1 citation
    Computer Science · #Topic Modeling #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques
38. Regulatory network of the late-recruited primary decarboxylase C4NADP-ME in sugarcane
    2024/09/14 by Xiuting Hua, Huihong Shi, Gui Zhuang +29 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Agricultural and Biological Sciences · #Biochemical and biochemical processes #GABA and Rice Research #Microbial Metabolic Engineering and Bioproduction
39. State Machine of Thoughts: Leveraging Past Reasoning Trajectories for Enhancing Problem Solving
    2023/12/29 by Jia Liu, Liu, Jia, Jie Shuai +2 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
40. Wess-Zumino-Witten Interactions of Axions
    2024/06/17 by Yang Bai, Ting-Kuo Chen, Bai, Yang +5 · 1 citation
    Physics and Astronomy · #Cosmology and Gravitation Theories #Dark Matter and Cosmic Phenomena #Galaxies: Formation, Evolution, Phenomena
41. MoCo: Fuzzing Deep Learning Libraries via Assembling Code
    2024/05/13 by Pin Ji, Ji, Pin, Yang Feng +11 · 1 citation
    Computer Science · Social Sciences · #Web Data Mining and Analysis #Wikis in Education and Collaboration
42. Embodied World Models Emerge from Navigational Task in Open-Ended Environments
    2025/04/15 by Jin Li, Jia Liu, Jin, Li +1 · 2 citations
    Neuroscience · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Embodied and Extended Cognition #FOS: Computer and information sciences #Motor Control and Adaptation #Neural and Evolutionary Computing (cs.NE)
43. Cosmology from HSC Y1 Weak Lensing with Combined Higher-Order Statistics and Simulation-based Inference
    2024/09/02 by Camila P. Novaes, Novaes, Camila P., Leander Thiele +17 · 1 citation
    Physics and Astronomy · Mathematics · #Galaxies: Formation, Evolution, Phenomena #Cosmology and Gravitation Theories #Statistical and numerical algorithms
44. Attosecond soft X-ray pulses generated by chirp-dispersed manipulation in an XFEL reveal nonlinear core-electron dynamics in neon
    2024/08/07 by Lars Funke, Funke, Lars, Markus Ilchen +112 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Advanced Electron Microscopy Techniques and Applications #Atomic Physics (physics.atom-ph) #FOS: Physical sciences #Force Microscopy Techniques and Applications #Laser-Matter Interactions and Applications #Optics (physics.optics)
45. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
    2024/05/20 by Yue Chen, Chen, Yue, Chen Huang +11 · 1 citation
    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Speech and dialogue systems
46. From sensory to perceptual manifolds: The twist of neural geometry
    2025/12/10 by Heng Ma, Longsheng Jiang, Tao Liu +1 · 1 voice · 1 citation
    Neuroscience · #Visual perception and processing mechanisms #Face Recognition and Perception #Neural dynamics and brain function
47. NTIRE 2025 XGC Quality Assessment Challenge: Methods and Results
    2025/06/03 by Xiaohong Liu, Liu, Xiaohong, Xiongkuo Min +176 · 3 citations
    Computer Science · Medicine · #Seismology and Earthquake Studies #Radiomics and Machine Learning in Medical Imaging
48. Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length
    2025/12/07 by Zhiyu Xu, Xu, Zhiyu, Jia Liu +5 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Computational and Text Analysis Methods #Psychometric Methodologies and Testing #Topic Modeling #cs.AI #stat.AP #stat.ME #stat.ML
49. Comparative Transcriptome Analysis of Key Reductase Genes Involved in the 1-Deoxynojirimycin Biosynthetic Pathway in Mulberry Leaves and Cloning, Prokaryotic Expression, and Functional Analysis of <i>MaSDR</i>1 and <i>MaSDR</i>2
    2020/10/21 by Jia Liu, Jingqiong Wan, Dujun Wang +3 · 7 citations
    Medicine · Biochemistry, Genetics and Molecular Biology · Chemistry · #Microbial Natural Products and Biosynthesis #Plant biochemistry and biosynthesis #Carbohydrate Chemistry and Synthesis
50. Generation of high-fluence and high-intensity hard x-ray attosecond pulses at European XFEL
    2026/07/29 by Ichiro Inoue, Ulrike Boesenberg, Rustam Rysov +41
    Physics and Astronomy · #physics.optics
51. Interfacial engineered protein–polysaccharide–polyphenol complex high internal phase emulsions: From stabilization mechanisms to intelligent applications
    2026/07/27 by Haiping Liang, Chuanlong Yu, Lingli Chen +7
52. Collider Spin Tomography with Missing Neutrinos
    2026/07/30 by Tengyu Ai, Qi Bi, Yuxin He +3
    Physics and Astronomy · #hep-ph
53. AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology II: Project Planning and Proposal Evaluation
    2026/07/28 by Jia Liu, Veena Krishnaraj, Kateryna Vovk +18
    #cs.CL #astro-ph.CO #astro-ph.IM #cs.HC #gr-qc
54. Beyond Entropy: Correctness-Aware Advantage Shaping via Contrastive Policy Optimization
    2026/07/16 by Weiwen Xu, Jia Liu, Hou Pong Chan +4
    #cs.LG #cs.AI #cs.CL
55. Accuracy Analysis of VLBI Universal Time Measurement Based on a GNSS Single-Station Regional Ionospheric Model
    2026/07/17 by Xu-chong Duan, Dang Yao, Yuan-wei Wu +3
    #astro-ph.EP #astro-ph.IM
56. AI's Capability in Assisting Scientific Research in Physics, Astrophysics, and Cosmology I: Literature Review
    2026/07/28 by Anamaria Hell, Kateryna Vovk, Veena Krishnaraj +18
    #astro-ph.IM #astro-ph.CO #cs.CL #gr-qc