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Yingbin Liang

Identifiers

  • name variant Yingbin Liang 0.60 · backfill

Papers (58)

  1. Agentic Transformers Provably Learn to Search via Reinforcement Learning cs.LG · 2026 · author #3
  2. From Scores to Gibbs Correctors: Accelerating Uniform-Rate Discrete Diffusion Models cs.LG · 2026 · author #3
  3. Breaking the Computational Barrier: Provably Efficient Actor-Critic for Low-Rank MDPs cs.LG · 2026 · author #3
  4. Why Adam Can Beat SGD: Second-Moment Normalization Yields Sharper Tails cs.LG · 2026 · author #2
  5. The Implicit Curriculum: Learning Dynamics in RL with Verifiable Rewards cs.LG · 2026 · author #6
  6. Momentum Schemes with Stochastic Variance Reduction for Nonconvex Composite Optimization math.OC · 2019 · author #4
  7. SGD Converges to Global Minimum in Deep Learning via Star-convex Path cs.LG · 2019 · author #4
  8. MR-GAN: Manifold Regularized Generative Adversarial Networks cs.LG · 2018 · author #5
  9. Minimax Estimation of Neural Net Distance cs.LG · 2018 · author #2
  10. Cubic Regularization with Momentum for Nonconvex Optimization math.OC · 2018 · author #3
  11. A Note on Inexact Condition for Cubic Regularized Newton's Method math.OC · 2018 · author #3
  12. Convergence of Cubic Regularization for Nonconvex Optimization under KL Property math.OC · 2018 · author #3
  13. K-medoids Clustering of Data Sequences with Composite Distributions cs.LG · 2018 · author #4
  14. Parallel Gaussian Channels Corrupted by Independent States With a State-Cognitive Helper cs.IT · 2018 · author #3
  15. When Will Gradient Methods Converge to Max-margin Classifier under ReLU Models? cs.LG · 2018 · author #4
  16. State-Dependent Interference Channel with Correlated States cs.IT · 2018 · author #3
  17. Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization math.OC · 2018 · author #3
  18. Generalization Error Bounds with Probabilistic Guarantee for SGD in Nonconvex Optimization stat.ML · 2018 · author #2
  19. Secrecy Capacity of Colored Gaussian Noise Channels with Feedback cs.IT · 2018 · author #2
  20. Nonparametric Composite Hypothesis Testing in an Asymptotic Regime cs.IT · 2017 · author #4
  21. Data-Driven Nonparametric Existence and Association Problems eess.SP · 2017 · author #2
  22. Critical Points of Neural Networks: Analytical Forms and Landscape Properties stat.ML · 2017 · author #2
  23. Characterization of Gradient Dominance and Regularity Conditions for Neural Networks stat.ML · 2017 · author #2
  24. Nonconvex Low-Rank Matrix Recovery with Arbitrary Outliers via Median-Truncated Gradient Descent cs.IT · 2017 · author #4
  25. Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization cs.LG · 2017 · author #3
  26. State-Dependent Gaussian Multiple Access Channels: New Outer Bounds and Capacity Results cs.IT · 2017 · author #2
  27. Distributed Proximal Gradient Algorithm for Partially Asynchronous Computer Clusters math.OC · 2017 · author #4
  28. Degraded Broadcast Channel with Secrecy Outside a Bounded Range cs.IT · 2016 · author #2
  29. Estimation of KL Divergence: Optimal Minimax Rate cs.IT · 2016 · author #3
  30. Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations stat.ML · 2016 · author #3
  31. Nonparametric Detection of Geometric Structures over Networks stat.ML · 2016 · author #2
  32. Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers stat.ML · 2016 · author #3
  33. Universal Outlying sequence detection For Continuous Observations cs.IT · 2015 · author #3
  34. A Simple Convergence Analysis of Bregman Proximal Gradient Algorithm math.OC · 2015 · author #2
  35. An Information Theoretic Approach to Secret Sharing cs.IT · 2014 · author #2
  36. Parallel Gaussian Networks with a Common State-Cognitive Helper cs.IT · 2014 · author #2
  37. The Capacity Region of the Source-Type Model for Secret Key and Private Key Generation cs.IT · 2014 · author #3
  38. Nonparametric Detection of Anomalous Data Streams cs.LG · 2014 · author #2
  39. A Kernel-Based Nonparametric Test for Anomaly Detection over Line Networks cs.IT · 2014 · author #2
  40. Sharp Threshold for Multivariate Multi-Response Linear Regression via Block Regularized Lasso cs.LG · 2013 · author #2
  41. Fading Cognitive Multiple-Access Channels With Confidential Messages cs.IT · 2009 · author #2
  42. Multiple-Input Multiple-Output Gaussian Broadcast Channels with Common and Confidential Messages cs.IT · 2009 · author #3
  43. On the Compound MIMO Broadcast Channels with Confidential Messages cs.IT · 2009 · author #2
  44. Outer Bounds on the Admissible Source Region for Broadcast Channels with Dependent Sources cs.IT · 2009 · author #2
  45. Opportunistic Communications in Fading Multiaccess Relay Channels cs.IT · 2009 · author #2
  46. Information-Theoretic Security in Wireless Networks cs.IT · 2007 · author #1
  47. Cognitive Interference Channels with Confidential Messages cs.IT · 2007 · author #1
  48. Secure Communications over Fading Channels cs.IT · 2007 · author #1
  49. Secrecy Capacity Region of Binary and Gaussian Multiple Access Channels cs.IT · 2007 · author #1
  50. Secrecy Capacity Region of Fading Broadcast Channels cs.IT · 2007 · author #1
  51. Resource Allocation for Wireless Fading Relay Channels: Max-Min Solution cs.IT · 2007 · author #1
  52. Secure Nested Codes for Type II Wiretap Channels cs.IT · 2007 · author #2
  53. Opportunistic Communications in an Orthogonal Multiaccess Relay Channel cs.IT · 2007 · author #2
  54. Secure Communication over Fading Channels cs.IT · 2007 · author #1
  55. Rate Regions for Relay Broadcast Channels cs.IT · 2006 · author #1
  56. The Generalized Multiple Access Channel with Confidential Messages cs.IT · 2006 · author #1
  57. Cooperative Relay Broadcast Channels cs.IT · 2006 · author #1
  58. Generalized Multiple Access Channels with Confidential Messages cs.IT · 2006 · author #1

Mentions

  • 1503.05601 #2 · backfill · confidence 0.70 Yingbin Liang
  • 2606.00183 #3 · arxiv_oai · confidence 0.70 Yingbin Liang
  • 1405.2294 #2 · backfill · confidence 0.70 Yingbin Liang
  • 1404.6474 #2 · backfill · confidence 0.70 Yingbin Liang
  • 1404.6472 #2 · backfill · confidence 0.70 Yingbin Liang
  • 1404.6471 #3 · backfill · confidence 0.70 Yingbin Liang
  • 1404.0298 #2 · backfill · confidence 0.70 Yingbin Liang
  • 1307.7993 #2 · backfill · confidence 0.70 Yingbin Liang
  • 2605.27352 #3 · arxiv_oai · confidence 0.70 Yingbin Liang
  • 2603.03099 #2 · arxiv_oai · confidence 0.70 Yingbin Liang
  • 0910.4613 #2 · backfill · confidence 0.70 Yingbin Liang
  • 0907.2599 #3 · backfill · confidence 0.70 Yingbin Liang
  • 0906.3200 #2 · backfill · confidence 0.70 Yingbin Liang
  • 0902.2370 #2 · backfill · confidence 0.70 Yingbin Liang
  • 0902.1220 #2 · backfill · confidence 0.70 Yingbin Liang
  • 0711.0711 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0710.2018 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0708.2733 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0708.2732 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0707.1470 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0707.0969 #1 · backfill · confidence 0.70 Yingbin Liang
  • 0706.3752 #2 · backfill · confidence 0.70 Yingbin Liang
  • 0704.2651 #2 · backfill · confidence 0.70 Yingbin Liang

Frequent Coauthors