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Wang, Yiwei

  1. LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting
    2023/06/14 by Liu, Xu, Xia, Yutong, Liang, Yuxuan +7 · 19 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. AirFormer: Predicting Nationwide Air Quality in China with Transformers
    2022/11/29 by Liang, Yuxuan, Xia, Yutong, Ke, Songyu +5 · 13 citations
    #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
  3. LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
    2024/06/20 by Silin Meng, Meng, Silin, Yiwei Wang +7 · 13 citations
    Computer Science · #Robotic Path Planning Algorithms
  4. OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling
    2024/07/13 by Zhicheng Yang, Yang, Zhicheng, Yiwei Wang +15 · 12 citations
    Computer Science · #Fuzzy Logic and Control Systems #Software Engineering Research #Intelligent Tutoring Systems and Adaptive Learning
  5. A Survey of Context Engineering for Large Language Models
    2025/07/17 by Mei, Lingrui, Yao, Jiayu, Ge, Yuyao +12 · 34 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Energetic Variational Neural Network Discretizations of Gradient Flows
    2022/06/15 by Hu, Ziqing, Liu, Chun, Wang, Yiwei +1 · 5 citations
    #FOS: Mathematics #Numerical Analysis (math.NA)
  7. Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?
    2024/02/11 by Yuyao Ge, Ge, Yuyao, Shenghua Liu +10 · 7 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  8. Context-DPO: Aligning Language Models for Context-Faithfulness
    2024/12/18 by Baolong Bi, Bi, Baolong, Shaohan Huang +25 · 10 citations
    Social Sciences · #Religion, Spirituality, and Psychology
  9. TreeRPO: Tree Relative Policy Optimization
    2025/06/05 by Zhicheng Yang, Zhijiang Guo, Yang, Zhicheng +9 · 16 citations
    Economics, Econometrics and Finance · Engineering · #Artificial Intelligence (cs.AI) #Climate Change Policy and Economics #Electric Power System Optimization #FOS: Computer and information sciences #Game Theory and Voting Systems #Machine Learning (cs.LG)
  10. EIGNN: Efficient Infinite-Depth Graph Neural Networks
    2022/02/22 by Juncheng Liu, Kenji Kawaguchi, Liu, Juncheng +7 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  11. Primacy Effect of ChatGPT
    2023/10/20 by Wang, Yiwei, Cai, Yujun, Chen, Muhao +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
    2024/06/07 by Juncheng Liu, Chenghao Liu, Liu, Juncheng +11 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  13. DeepEdit: Knowledge Editing as Decoding with Constraints
    2024/01/19 by Wang, Yiwei, Chen, Muhao, Peng, Nanyun +1 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
    2025/02/20 by Rong Zhu, Zhu, Rongzhi, Xiangyu Liu +7 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
  15. Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding
    2024/09/05 by Cheng Wang, Wang, Cheng, Yiwei Wang +9 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  16. Order Reconstruction for Nematics on Squares with Isotropic Inclusions: A Landau-de Gennes Study
    2018/03/07 by Wang, Yiwei, Canevari, Giacomo, Majumdar, Apala · 2 citations
    #35J25 #65L07 #76A15 #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph)
  17. Proximal Implicit ODE Solvers for Accelerating Learning Neural ODEs
    2022/04/19 by Baker, Justin, Xia, Hedi, Wang, Yiwei +7 · 2 citations
    #65L04 #68T07 #FOS: Computer and information sciences #FOS: Mathematics #I.2 #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
  18. Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness
    2024/03/30 by Bi, Baolong, Liu, Shenghua, Wang, Yiwei +5 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Two-dimensional Ferronematics, Canonical Harmonic Maps and Minimal Connections
    2022/08/02 by Giacomo Canevari, Canevari, Giacomo, Apala Majumdar +5 · 2 citations
    Physics and Astronomy · Materials Science · Mathematics · #Theoretical and Computational Physics #Liquid Crystal Research Advancements #Stochastic processes and statistical mechanics
  20. Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
    2025/03/20 by Baolong Bi, Shenghua Liu, Bi, Baolong +11 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  21. Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM
    2025/05/20 by Xiong, Zhen, Cai, Yujun, Li, Zhecheng +1 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  22. Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis
    2022/05/08 by Yiwei Wang, Wang, Yiwei, Muhao Chen +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  23. DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning
    2025/06/12 by Hang Wu, Wu, Hang, Hongkai Chen +11 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  24. "Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak
    2024/06/17 by Lingrui Mei, Shenghua Liu, Mei, Lingrui +9 · 3 citations
    Computer Science · #Artificial Intelligence in Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack
    2025/03/27 by Wang, Cheng, Wang, Yiwei, Cai, Yujun +1 · 4 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Convergence analysis of the variational operator splitting scheme for a reaction-diffusion system with detailed balance
    2021/05/19 by Liu, Chun, Wang, Cheng, Wang, Yiwei +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  27. Structure-Aware Label Smoothing for Graph Neural Networks
    2021/12/01 by Yiwei Wang, Yujun Cai, Wang, Yiwei +13 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Social and Information Networks (cs.SI) #Text and Document Classification Technologies
  28. Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
    2024/06/18 by Baolong Bi, Shenghua Liu, Bi, Baolong +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering Research #Topic Modeling
  29. DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance
    2025/05/17 by Xuan Shen, C. C. Han, Shen, Xuan +17 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
  30. A Survey of Vibe Coding with Large Language Models
    2025/10/14 by Ge, Yuyao, Mei, Lingrui, Duan, Zenghao +12 · 7 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  31. Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking
    2025/03/25 by Ge, Yuyao, Liu, Shenghua, Wang, Yiwei +4 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  32. Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration
    2025/08/19 by Yang, Zhicheng, Guo, Zhijiang, Huang, Yinya +5 · 10 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Learning Generalized Diffusions using an Energetic Variational Approach
    2024/11/20 by Lu, Yubin, Li, Xiaofan, Liu, Chun +2 · 3 citations
    #Computational Physics (physics.comp-ph) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences
  34. HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router
    2024/10/03 by Mei, Lingrui, Liu, Shenghua, Wang, Yiwei +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Texture or Semantics? Vision-Language Models Get Lost in Font Recognition
    2025/03/31 by Zhecheng Li, Guoxian Song, Li, Zhecheng +8 · 5 citations
    Computer Science · #Handwritten Text Recognition Techniques #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection
  36. Unveiling the Potential of Diffusion Large Language Model in Controllable Generation
    2025/07/06 by Xiong, Zhen, Cai, Yujun, Li, Zhecheng +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. A two species micro-macro model of wormlike micellar solutions and its maximum entropy closure approximations: An energetic variational approach
    2021/01/25 by Wang, Yiwei, Zhang, Teng-Fei, Liu, Chun · 1 citation
    #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Numerical Analysis (math.NA) #Soft Condensed Matter (cond-mat.soft)
  38. A Causal View of Entity Bias in (Large) Language Models
    2023/05/24 by Wang, Fei, Mo, Wenjie, Wang, Yiwei +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling
    2025/02/24 by Li, Bingxuan, Wang, Yiwei, Gu, Jiuxiang +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  40. a1: Steep Test-time Scaling Law via Environment Augmented Generation
    2025/04/20 by Mei, Lingrui, Liu, Shenghua, Wang, Yiwei +5 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. A deterministic-particle-based scheme for micro-macro viscoelastic flows
    2021/12/21 by Xuelian Bao, Bao, Xuelian, Chun Liu +3 · 1 citation
    Engineering · Chemical Engineering · Medicine · #Lattice Boltzmann Simulation Studies #Rheology and Fluid Dynamics Studies #Blood properties and coagulation
  42. LPNL: Scalable Link Prediction with Large Language Models
    2024/01/24 by Bi, Baolong, Liu, Shenghua, Wang, Yiwei +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  43. MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks
    2025/03/24 by You, Wenhao, Hooi, Bryan, Wang, Yiwei +5 · 2 citations
    #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  44. Dispersion of Multiferroic Nanoparticles in a Bent-Core Nematic Liquid Crystal: Experimental and Theoretical Study
    2023/06/26 by Dhananjoy Mandal, Yiwei Wang, Mandal, Dhananjoy +9 · 1 citation
    Engineering · Materials Science · #FOS: Physical sciences #Liquid Crystal Research Advancements #Optical Polarization and Ellipsometry #Soft Condensed Matter (cond-mat.soft)
  45. Vulnerability of LLMs to Vertically Aligned Text Manipulations
    2024/10/26 by Zhecheng Li, Yiwei Wang, Li, Zhecheng +10 · 2 citations
    Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Security and Verification in Computing
  46. Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps
    2025/03/25 by Cui, Yu, Hooi, Bryan, Cai, Yujun +1 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  47. Structured Outputs Enable General-Purpose LLMs to be Medical Experts
    2025/03/05 by Guo, Guangfu, Zhang, Kai, Hoo, Bryan +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach
    2025/02/20 by Yurong Wu, Wu, Yurong, Fangwen Mu +19 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Digital Media Forensic Detection #FOS: Computer and information sciences
  49. On pattern formation in the thermodynamically-consistent variational Gray-Scott model
    2024/09/07 by Hao, Wenrui, Liu, Chun, Wang, Yiwei +1 · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
  50. Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts
    2024/05/19 by Baolong Bi, Bi, Baolong, Shenghua Liu +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Library Science and Information Systems
  51. DRS: Deep Question Reformulation With Structured Output
    2024/11/27 by Zhecheng Li, Li, Zhecheng, Yiwei Wang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
  52. Text Speaks Louder than Vision: ASCII Art Reveals Textual Biases in Vision-Language Models
    2025/04/02 by Wang, Zhaochen, Hooi, Bryan, Wang, Yiwei +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  53. Understanding GUI Agent Localization Biases through Logit Sharpness
    2025/06/18 by Xuanwen Tao, Yiwei Wang, Tao, Xingjian +7 · 4 citations
    Computer Science · Engineering · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human Motion and Animation #Social Robot Interaction and HRI #Speech and dialogue systems
  54. Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
    2024/12/30 by Xingjian Tao, Yiwei Wang, Tao, Xingjian +7 · 1 citation
    Social Sciences · #Artificial Intelligence in Law
  55. Control Large Language Models via Divide and Conquer
    2024/10/06 by Li, Bingxuan, Wang, Yiwei, Meng, Tao +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
    2025/05/17 by Xuan Shen, Shen, Xuan, Wanjing Ma +23 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Coding and Compression Technologies
  57. Not in Sync: Unveiling Temporal Bias in Audio Chat Models
    2025/10/14 by Jiayu Yao, Shenghua Liu, Yao, Jiayu +12 · 1 citation
    Arts and Humanities · Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Language, Metaphor, and Cognition #Sound (cs.SD) #Speech and dialogue systems #Subtitles and Audiovisual Media
  58. RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs
    2025/07/04 by Bi, Baolong, Liu, Shenghua, Ren, Xingzhang +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation
    2025/05/30 by Jiayu Yao, Shenghua Liu, Yao, Jiayu +13 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  60. Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models
    2025/08/03 by Zixu Wang, Wang, Zhaochen, Yiwei Wang +3 · 2 citations
    Computer Science · Neuroscience · #Multimodal Machine Learning Applications #Adversarial Robustness in Machine Learning #Face Recognition and Perception