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Bin Yu

Identifiers

  • name variant Bin Yu 0.60 · backfill

Papers (92)

  1. DualEval: Joint Model-Item Calibration for Unified LLM Evaluation cs.LG · 2026 · author #8
  2. RoboSemanticBench: Diagnosing Semantic Grounding in Action Prediction for VLA Models cs.RO · 2026 · author #1
  3. BenchEvolver: Frontier Task Synthesis via Solution-Centric Evolution cs.SE · 2026 · author #11
  4. Attend to Evidence: Evidence-Anchored Spatial Attention Supervision for Multimodal RLVR cs.CV · 2026 · author #5
  5. PhysBrain 1.0 Technical Report cs.RO · 2026 · author #2
  6. IntentVLA: Short-Horizon Intent Modeling for Aliased Robot Manipulation cs.RO · 2026 · author #2
  7. FrameSkip: Learning from Fewer but More Informative Frames in VLA Training cs.RO · 2026 · author #1
  8. STARRY: Spatial-Temporal Action-Centric World Modeling for Robotic Manipulation cs.RO · 2026 · author #3
  9. Green Shielding: A User-Centric Approach Towards Trustworthy AI cs.CL · 2026 · author #11
  10. Sanity Checks for Agentic Data Science cs.AI · 2026 · author #7
  11. Does a Global Perspective Help Prune Sparse MoEs Elegantly? cs.CL · 2026 · author #4
  12. Hard labels sampled from sparse targets mislead rotation invariant algorithms stat.ML · 2026 · author #2
  13. LangForce: Bayesian Decomposition of Vision Language Action Models via Latent Action Queries cs.AI · 2026 · author #2
  14. A ferroelectric junction transistor memory made from switchable van der Waals p-n heterojunctions cond-mat.mtrl-sci · 2025 · author #18
  15. Risk Comparisons in Linear Regression: Implicit Regularization Dominates Explicit Regularization stat.ML · 2025 · author #5
  16. Local MDI+: Local Feature Importances for Tree-Based Models cs.LG · 2025 · author #5
  17. PCS-UQ: Uncertainty Quantification via the Predictability-Computability-Stability Framework stat.ML · 2025 · author #6
  18. Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees stat.ML · 2019 · author #4
  19. CharBot: A Simple and Effective Method for Evading DGA Classifiers cs.LG · 2019 · author #6
  20. Unique Sharp Local Minimum in $\ell_1$-minimization Complete Dictionary Learning stat.ML · 2019 · author #3
  21. Mobile Robot Localisation and Navigation Using LEGO NXT and Ultrasonic Sensor cs.RO · 2018 · author #3
  22. High-speed Tracking with Multi-kernel Correlation Filters cs.CV · 2018 · author #2
  23. Hierarchical interpretations for neural network predictions cs.LG · 2018 · author #3
  24. Stability and Convergence Trade-off of Iterative Optimization Algorithms stat.ML · 2018 · author #3
  25. Improved OpenCL-based Implementation of Social Field Pedestrian Model cs.DC · 2018 · author #1
  26. Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks cs.IT · 2018 · author #9
  27. Solving Linear Programs with Complementarity Constraints using Branch-and-Cut math.OC · 2018 · author #1
  28. Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs cs.CL · 2018 · author #3
  29. Artificial Intelligence and Statistics stat.ML · 2017 · author #1
  30. Two-dimensional material based "field-effect CCD" physics.app-ph · 2017 · author #10
  31. Interpreting Convolutional Neural Networks Through Compression stat.ML · 2017 · author #2
  32. Fast MCMC sampling algorithms on polytopes stat.ML · 2017 · author #4
  33. Efficient Aerosol Retrieval for Multi-angle Imaging SpectroRadiometer (MISR): A Bayesian Approach stat.AP · 2017 · author #3
  34. Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning math.ST · 2017 · author #4
  35. Do retinal ganglion cells project natural scenes to their principal subspace and whiten them? q-bio.NC · 2016 · author #3
  36. Formulas for Counting the Sizes of Markov Equivalence Classes of Directed Acyclic Graphs stat.ML · 2016 · author #2
  37. Affine Hirsch foliations on 3-manifolds math.GT · 2016 · author #1
  38. Superheat: An R package for creating beautiful and extendable heatmaps for visualizing complex data stat.AP · 2015 · author #2
  39. A Novel Scattered Pilot Design for FBMC/OQAM Systems cs.IT · 2015 · author #3
  40. Optimal Subsampling Approaches for Large Sample Linear Regression stat.ME · 2015 · author #4
  41. A spectral-like decomposition for transitive Anosov flows in dimension three math.DS · 2015 · author #3
  42. Local identifiability of $l_1$-minimization dictionary learning: a sufficient and almost necessary condition stat.ML · 2015 · author #2
  43. Error Rate Bounds and Iterative Weighted Majority Voting for Crowdsourcing stat.ML · 2014 · author #2
  44. Building Anosov flows on 3-manifolds math.DS · 2014 · author #2
  45. Statistical guarantees for the EM algorithm: From population to sample-based analysis math.ST · 2014 · author #3
  46. The geometry of kernelized spectral clustering math.ST · 2014 · author #3
  47. Concise comparative summaries (CCS) of large text corpora with a human experiment cs.CL · 2014 · author #3
  48. The shuffle estimator for explainable variance in fMRI experiments stat.AP · 2014 · author #2
  49. Impact of regularization on Spectral Clustering stat.ML · 2013 · author #2
  50. Depth $0$ Nonsingular Morse Smale flows on $S^3$ math.DS · 2013 · author #1
  51. Stability math.ST · 2013 · author #1
  52. Error Rate Bounds in Crowdsourcing Models stat.ML · 2013 · author #2
  53. Asymptotic Properties of Lasso+mLS and Lasso+Ridge in Sparse High-dimensional Linear Regression math.ST · 2013 · author #2
  54. A Statistical Perspective on Algorithmic Leveraging stat.ME · 2013 · author #3
  55. Early stopping and non-parametric regression: An optimal data-dependent stopping rule stat.ML · 2013 · author #3
  56. Estimation Stability with Cross Validation (ESCV) stat.ME · 2013 · author #2
  57. Supplement to "Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs" stat.ML · 2013 · author #3
  58. Scaling Analysis of Nanowire Phase Change Memory cond-mat.mes-hall · 2013 · author #2
  59. Reversible MCMC on Markov equivalence classes of sparse directed acyclic graphs stat.ML · 2012 · author #3
  60. Geometry of the faithfulness assumption in causal inference math.ST · 2012 · author #4
  61. Complexity Analysis of the Lasso Regularization Path stat.ML · 2012 · author #2
  62. Supervised Feature Selection in Graphs with Path Coding Penalties and Network Flows stat.ML · 2012 · author #2
  63. Co-clustering for directed graphs: the Stochastic co-Blockmodel and spectral algorithm Di-Sim stat.ML · 2012 · author #3
  64. A Hierarchical Bayesian Approach for Aerosol Retrieval Using MISR Data stat.AP · 2011 · author #3
  65. Chemical Vapor Deposition-Assembled Graphene Field-Effect Transistor on Hexagonal Boron Nitride cond-mat.mtrl-sci · 2011 · author #4
  66. Encoding and decoding V1 fMRI responses to natural images with sparse nonparametric models stat.AP · 2011 · author #6
  67. Local Electrical Stress-Induced Doping and Formation of 2D Monolayer Graphene P-N Junction cond-mat.mtrl-sci · 2011 · author #4
  68. Highly Conductive 3D Nano-Carbon: Stacked Multilayer Graphene System with Interlayer Decoupling cond-mat.mtrl-sci · 2011 · author #3
  69. The Templates of Nonsingular Smale Flows on Three Manifolds math.DS · 2011 · author #1
  70. Lyapunov graphs of nonsingular Smale flows on $S^{1}\times S^{2}$ math.DS · 2011 · author #1
  71. Multicolor Graphene Nanoribbon/Semiconductor Nanowire Heterojunction Light-Emitting Diodes cond-mat.mes-hall · 2011 · author #8
  72. Electronic Transport in Monolayer Graphene with Extreme Physical Deformation: ab Initio Density Functional Calculation quant-ph · 2011 · author #7
  73. Remembering Leo stat.AP · 2011 · author #1
  74. A Simple and Scalable Graphene Patterning Method and Its Application in CdSe Nanobelt/Graphene Schottky Junction Solar Cells cond-mat.mes-hall · 2010 · author #7
  75. The Lasso under Heteroscedasticity stat.ML · 2010 · author #3
  76. A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers math.ST · 2010 · author #4
  77. Minimax-optimal rates for sparse additive models over kernel classes via convex programming math.ST · 2010 · author #3
  78. Regular level sets of Lyapunov graphs of nonsingular Smale flows on 3-manifolds math.GT · 2010 · author #1
  79. Spectral clustering and the high-dimensional stochastic blockmodel stat.ML · 2010 · author #3
  80. Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls math.ST · 2009 · author #3
  81. The composite absolute penalties family for grouped and hierarchical variable selection math.ST · 2009 · author #3
  82. Asymptotic distribution and sparsistency for l1-penalized parametric M-estimators with applications to linear SVM and logistic regression math.ST · 2009 · author #3
  83. High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence stat.ML · 2008 · author #4
  84. A path following algorithm for Sparse Pseudo-Likelihood Inverse Covariance Estimation (SPLICE) stat.ME · 2008 · author #3
  85. Data spectroscopy: Eigenspaces of convolution operators and clustering stat.ML · 2008 · author #3
  86. Information In The Non-Stationary Case q-bio.NC · 2008 · author #2
  87. Lasso-type recovery of sparse representations for high-dimensional data math.ST · 2008 · author #2
  88. Comment: Monitoring Networked Applications With Incremental Quantile Estimation stat.ME · 2007 · author #1
  89. Study of Phonon Modes in Germanium Nanowires quant-ph · 2007 · author #3
  90. Genus two Smale-Williams solenoids in 3-manifolds math.GT · 2006 · author #2
  91. Boosting with early stopping: Convergence and consistency math.ST · 2005 · author #2
  92. Number of paths versus number of basis functions in American option pricing math.PR · 2005 · author #2

Mentions

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Frequent Coauthors