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Yuxin Chen

Identifiers

  • name variant Yuxin Chen 0.60 · backfill

Papers (73)

  1. Atomic Intent Reasoning: Bringing LLM Semantics to Industrial Cross-Domain Recommendations cs.IR · 2026 · author #2
  2. GenPT: Beyond Self-Report for Reliable LLM Psychometrics via Generative Projective Testing cs.SI · 2026 · author #5
  3. Preference-Aware Rubric Learning for Personalized Evaluation cs.CL · 2026 · author #4
  4. Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments cs.AI · 2026 · author #1
  5. VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions cs.AI · 2026 · author #1
  6. Tiny Brains, Giant Impact: Uncovering the Keystone Neurons of LLM with Just a Few Prompts cs.LG · 2026 · author #2
  7. Semantic Generative Tuning for Unified Multimodal Models cs.CV · 2026 · author #2
  8. Reasoning Can Be Restored by Correcting a Few Decision Tokens cs.AI · 2026 · author #3
  9. Pixal3D: Pixel-Aligned 3D Generation from Images cs.CV · 2026 · author #3
  10. LoKA: Low-precision Kernel Applications for Recommendation Models At Scale cs.LG · 2026 · author #5
  11. Self-ReSET: Learning to Self-Recover from Unsafe Reasoning Trajectories cs.AI · 2026 · author #3
  12. Internalizing Safety Understanding in Large Reasoning Models via Verification cs.AI · 2026 · author #2
  13. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning cs.AI · 2026 · author #2
  14. Beyond Static Collision Handling: Adaptive Semantic ID Learning for Multimodal Recommendation at Industrial Scale cs.IR · 2026 · author #2
  15. AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation cs.AI · 2026 · author #4
  16. Rethinking Image-to-3D Generation with Sparse Queries: Efficiency, Capacity, and Input-View Bias cs.CV · 2026 · author #3
  17. SOLARIS: Speculative Offloading of Latent-bAsed Representation for Inference Scaling cs.LG · 2026 · author #29
  18. StarVLA-$\alpha$: Reducing Complexity in Vision-Language-Action Systems cs.RO · 2026 · author #6
  19. LangFlow: Continuous Diffusion Rivals Discrete in Language Modeling cs.CL · 2026 · author #1
  20. CLAW: Composable Language-Annotated Whole-body Motion Generation cs.RO · 2026 · author #2
  21. OmniScript: Towards Audio-Visual Script Generation for Long-Form Cinematic Video cs.CV · 2026 · author #2
  22. QuIKS: Near-Zero Latency Key Supply with Adaptive Buffering for Resource-Efficient Quantum Key Distribution Networks quant-ph · 2026 · author #1
  23. Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval cs.CV · 2026 · author #3
  24. Reasoning over Semantic IDs Enhances Generative Recommendation cs.IR · 2026 · author #4
  25. VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models cs.RO · 2026 · author #2
  26. The Implicit Curriculum: Learning Dynamics in RL with Verifiable Rewards cs.LG · 2026 · author #7
  27. Risk Awareness Injection: Calibrating Vision-Language Models for Safety without Compromising Utility cs.AI · 2026 · author #2
  28. MemOCR: Layout-Aware Visual Memory for Efficient Long-Horizon Reasoning cs.AI · 2026 · author #5
  29. MultiPath Memory Access: Breaking Host-GPU Bandwidth Bottlenecks in LLM Services cs.DC · 2025 · author #7
  30. SurgiSR4K: A High-Resolution Endoscopic Video Dataset for Robotic-Assisted Minimally Invasive Procedures eess.IV · 2025 · author #5
  31. SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge cs.CV · 2024 · author #17
  32. An Encoder-Decoder Based Approach for Anomaly Detection with Application in Additive Manufacturing cs.LG · 2019 · author #4
  33. Understanding the Effectiveness of Ultrasonic Microphone Jammer cs.CR · 2019 · author #1
  34. Batched Stochastic Bayesian Optimization via Combinatorial Constraints Design cs.LG · 2019 · author #2
  35. AED-Net: An Abnormal Event Detection Network cs.CV · 2019 · author #3
  36. A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection cs.LG · 2019 · author #2
  37. Optimizing Photonic Nanostructures via Multi-fidelity Gaussian Processes cs.LG · 2018 · author #3
  38. A General Framework for Multi-fidelity Bayesian Optimization with Gaussian Processes cs.LG · 2018 · author #2
  39. Barrier Certificates for Assured Machine Teaching eess.SY · 2018 · author #3
  40. Addressing Training Bias via Automated Image Annotation cs.CV · 2018 · author #3
  41. Gradient Descent with Random Initialization: Fast Global Convergence for Nonconvex Phase Retrieval stat.ML · 2018 · author #1
  42. Teaching Categories to Human Learners with Visual Explanations cs.CV · 2018 · author #3
  43. Nonconvex Matrix Factorization from Rank-One Measurements cs.IT · 2018 · author #3
  44. Understanding the Role of Adaptivity in Machine Teaching: The Case of Version Space Learners cs.LG · 2018 · author #1
  45. Noise-induced tipping under periodic forcing: preferred tipping phase in a non-adiabatic forcing regime nlin.CD · 2018 · author #1
  46. Spectral Method and Regularized MLE Are Both Optimal for Top-$K$ Ranking stat.ML · 2017 · author #1
  47. The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square math.ST · 2017 · author #2
  48. Efficient Online Learning for Optimizing Value of Information: Theory and Application to Interactive Troubleshooting cs.AI · 2017 · author #1
  49. The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences cs.IT · 2016 · author #1
  50. Near-optimal Bayesian Active Learning with Correlated and Noisy Tests cs.LG · 2016 · author #1
  51. Community Recovery in Graphs with Locality cs.IT · 2016 · author #1
  52. Assessing the robustness of spatial pattern sequences in a dryland vegetation model nlin.PS · 2015 · author #2
  53. Accelerated dimension-independent adaptive Metropolis stat.CO · 2015 · author #1
  54. Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems cs.IT · 2015 · author #1
  55. Spectral MLE: Top-$K$ Rank Aggregation from Pairwise Comparisons cs.LG · 2015 · author #1
  56. Information Recovery from Pairwise Measurements cs.IT · 2015 · author #1
  57. Scalable Semidefinite Relaxation for Maximum A Posterior Estimation cs.LG · 2014 · author #2
  58. Information Recovery from Pairwise Measurements cs.IT · 2014 · author #1
  59. A minimal model of predator-swarm interactions nlin.AO · 2014 · author #1
  60. Near Optimal Bayesian Active Learning for Decision Making cs.LG · 2014 · author #2
  61. Near-Optimal Joint Object Matching via Convex Relaxation cs.LG · 2014 · author #1
  62. Collective behaviour of large number of vortices in the plane cond-mat.quant-gas · 2014 · author #1
  63. Backing off from Infinity: Performance Bounds via Concentration of Spectral Measure for Random MIMO Channels cs.IT · 2013 · author #1
  64. An Algorithm for Exact Super-resolution and Phase Retrieval cs.IT · 2013 · author #1
  65. Exact and Stable Covariance Estimation from Quadratic Sampling via Convex Programming cs.IT · 2013 · author #1
  66. Robust Spectral Compressed Sensing via Structured Matrix Completion cs.IT · 2013 · author #1
  67. On the Minimax Capacity Loss under Sub-Nyquist Universal Sampling cs.IT · 2013 · author #1
  68. Spectral Compressed Sensing via Structured Matrix Completion cs.IT · 2013 · author #1
  69. Channel Capacity under Sub-Nyquist Nonuniform Sampling cs.IT · 2012 · author #1
  70. On the Role of Mobility for Multi-message Gossip cs.SI · 2012 · author #1
  71. Channel Capacity under General Nonuniform Sampling cs.IT · 2012 · author #1
  72. Shannon Meets Nyquist: Capacity of Sampled Gaussian Channels cs.IT · 2011 · author #1
  73. An Upper Bound on Multi-hop Transmission Capacity with Dynamic Routing Selection cs.IT · 2010 · author #1

Mentions

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Frequent Coauthors