Yixuan Wang

1. KAN: Kolmogorov-Arnold Networks
   2024/04/30 by Ziming Liu, Yixuan Wang, Liu, Ziming +13 · 16 voices · 159 citations
   Computer Science · #Cognitive Computing and Networks #Computability, Logic, AI Algorithms #cond-mat.dis-nn #cs.AI #cs.LG #stat.ML
2. KAN 2.0: Kolmogorov-Arnold Networks Meet Science
   2024/08/19 by Ziming Liu, Pingchuan Ma, Liu, Ziming +7 · 1 voice · 23 citations
   #cs.LG #cs.AI #physics.comp-ph #physics.data-an
3. 3D-ViTac: Learning Fine-Grained Manipulation with Visuo-Tactile Sensing
   2024/10/31 by Binghao Huang, Yixuan Wang, Huang, Binghao +7 · 27 citations
   Engineering · Neuroscience · #Additive Manufacturing and 3D Printing Technologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotics (cs.RO) #Tactile and Sensory Interactions
4. Topological supramolecular network enabled high-conductivity, stretchable organic bioelectronics
   2022/03/24 by Yuanwen Jiang, Zhitao Zhang, Yixuan Wang +29 · 7 citations
   Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #Neuroscience and Neural Engineering #Photoreceptor and optogenetics research
5. Infinity-MM: Scaling Multimodal Performance with Large-Scale and High-Quality Instruction Data
   2024/10/24 by Shuhao Gu, Jialing Zhang, Gu, Shuhao +40 · 15 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Video Analysis and Summarization
6. Enforcing Hard Constraints with Soft Barriers: Safe Reinforcement Learning in Unknown Stochastic Environments
   2022/09/29 by Yixuan Wang, Simon Sinong Zhan, Wang, Yixuan +15 · 6 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Reinforcement Learning in Robotics #Safety Systems Engineering in Autonomy
7. Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
   2024/08/16 by Xianzhen Luo, Yixuan Wang, Luo, Xianzhen +11 · 10 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
8. Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems
   2024/05/27 by Ruochen Jiao, Shaoyuan Xie, Jiao, Ruochen +13 · 8 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Topic Modeling
9. Life-Cycle Assessment of a Regulatory Compliant U.S. Municipal Solid Waste Landfill
   2021/10/01 by Yixuan Wang, James W. Levis, Morton A. Barlaz · 10 citations
   Environmental Science · Engineering · #Landfill Environmental Impact Studies #Municipal Solid Waste Management #Underground infrastructure and sustainability
10. RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing
    2024/07/01 by Bo Ai, Stephen Tian, Ai, Bo +11 · 5 citations
    Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.10 #I.2.6 #I.2.9 #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Optimization and Packing Problems #Robotics (cs.RO)
11. Predicting Object Interactions with Behavior Primitives: An Application in Stowing Tasks
    2023/09/28 by Haonan Chen, Yilong Niu, Chen, Haonan +11 · 4 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Advanced Neural Network Applications #Reinforcement Learning in Robotics
12. Microneedle patch for the ultrasensitive quantification of protein biomarkers in interstitial fluid
    2021/01/22 by Zheyu Wang, Jingyi Luan, Anushree Seth +14 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Immunology and Microbiology · Pharmacology, Toxicology and Pharmaceutics · #Advancements in Transdermal Drug Delivery #Lipid Membrane Structure and Behavior #Toxin Mechanisms and Immunotoxins
13. Second Order Ensemble Langevin Method for Sampling and Inverse Problems
    2022/08/09 by Ziming Liu, Andrew M. Stuart, Liu, Ziming +3 · 2 citations
    Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Markov Chains and Monte Carlo Methods #Methodology (stat.ME) #Numerical Analysis (math.NA)
14. Can We Trust LLMs? Mitigate Overconfidence Bias in LLMs through Knowledge Transfer
    2024/05/27 by Haoyan Yang, Yang, Haoyan, Yixuan Wang +6 · 3 citations
    Business, Management and Accounting · Social Sciences · Computer Science · #Financial Distress and Bankruptcy Prediction #Artificial Intelligence in Law #Law, AI, and Intellectual Property
15. Asynchronous Holocene lake evolution in arid mid-latitude Asia is driven by glacial meltwater and variations in Westerlies and the East Asian summer monsoon
    2024/04/15 by Guoqiang Li, Xiaoyan Wang, He Yang +9 · 2 citations
    Earth and Planetary Sciences · Environmental Science · #Geology and Paleoclimatology Research #Coastal wetland ecosystem dynamics #Geological formations and processes
16. Physics-Aware Safety-Assured Design of Hierarchical Neural Network based Planner
    2022/01/22 by Liu X, Liu, Xiangguo, Chao Huang +7 · 1 citation
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Robotics (cs.RO)
17. CLMB: deep contrastive learning for robust metagenomic binning
    2021/11/18 by Pengfei Zhang, Zhengyuan Jiang, Zhang, Pengfei +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Gene expression and cancer classification #Genomics (q-bio.GN) #Genomics and Phylogenetic Studies #I.2.1 #J.3 #Machine Learning (cs.LG) #Molecular Biology Techniques and Applications #Quantitative Methods (q-bio.QM)
18. Blowup analysis for a quasi-exact 1D model of 3D Euler and Navier-Stokes
    2023/06/07 by Thomas Y. Hou, Yixuan Wang, Hou, Thomas Y. +1 · 1 citation
    Engineering · Mathematics · #Analysis of PDEs (math.AP) #Computational Fluid Dynamics and Aerodynamics #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Navier-Stokes equation solutions
19. State-Wise Safe Reinforcement Learning With Pixel Observations
    2023/11/03 by Simon Sinong Zhan, Yixuan Wang, Zhan, Simon Sinong +9 · 1 citation
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety
20. Single-Cell RNA-seq Synthesis with Latent Diffusion Model
    2023/12/21 by Yixuan Wang, Shuangyin Li, Wang, Yixuan +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Single-cell and spatial transcriptomics
21. Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays
    2024/02/05 by Qingyuan Wu, Simon Sinong Zhan, Wu, Qingyuan +12 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
22. Make Some Noise: Unlocking Language Model Parallel Inference Capability through Noisy Training
    2024/06/25 by Yixuan Wang, Wang, Yixuan, Xianzhen Luo +15 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
23. Improving Grammatical Error Correction via Contextual Data Augmentation
    2024/06/25 by Yixuan Wang, Baoxin Wang, Wang, Yixuan +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques
24. High precision PINNs in unbounded domains: application to singularity formulation in PDEs
    2025/06/24 by Yixuan Wang, Wang, Yixuan, Ziming Liu +7 · 3 citations
    Engineering · Mathematics · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Numerical methods for differential equations #Numerical methods in engineering
25. Enhancing Inverse Reinforcement Learning through Encoding Dynamic Information in Reward Shaping
    2024/10/04 by Simon Sinong Zhan, Philip Wang, Zhan, Simon Sinong +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
26. Brightening Blue Photoluminescence in Nonemission MOF‐2 by Pressure Treatment Engineering
    2023/04/25 by Ting Zhang, Xue Yong, Jingkun Yu +9 · 1 citation
27. AMRD: Adaptive Multi-Teacher Relational Distillation for Lightweight Speech Emotion Recognition
    2026/07/28 by Yuqi Li, Yi-Cheng Lin, Xianglong Wang +5
    #cs.LG
28. The Story Shapes the Agent: Narrative Priors in LLM Behavior
    2026/07/20 by Yixuan Wang, James Lester, Shashank Srivastava
    #cs.CL #cs.AI
29. Metabolic Mechanisms of INSTI-Associated Weight Gain: A Multi-Omics Study in Male People with HIV
    2026/07/23 by Xin Huang, Ziyan Wang, Yixuan Wang +6