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Dongsheng Li

Identifiers

  • name variant Dongsheng Li 0.60 · backfill

Papers (56)

  1. MedCUA-Bench: A Screenshot-Only Benchmark for Clinical Computer-Use Agents cs.AI · 2026 · author #4
  2. Liouville type theorems for fully nonlinear elliptic equations in exterior domains in half spaces math.AP · 2026 · author #1
  3. Visualizing the Invisible: Generative Visual Grounding Empowers Universal EEG Understanding in MLLMs cs.AI · 2026 · author #6
  4. Rebellious Student: Reversing Teacher Signals for Reasoning Exploration with Self-Distilled RLVR cs.LG · 2026 · author #3
  5. Unveiling High-Probability Generalization in Decentralized SGD cs.LG · 2026 · author #4
  6. Revealing Modular Gradient Noise Imbalance in LLMs: Calibrating Adam via Signal-to-Noise Ratio cs.LG · 2026 · author #6
  7. Stability and Generalization for Decentralized Markov SGD cs.LG · 2026 · author #4
  8. From Hidden Profiles to Governable Personalization: Recommender Systems in the Age of LLM Agents cs.IR · 2026 · author #5
  9. Transparent and Controllable Recommendation Filtering via Multimodal Multi-Agent Collaboration cs.IR · 2026 · author #4
  10. Alloc-MoE: Budget-Aware Expert Activation Allocation for Efficient Mixture-of-Experts Inference cs.LG · 2026 · author #6
  11. Kuramoto Oscillatory Phase Encoding: Neuro-inspired Synchronization for Improved Learning Efficiency cs.LG · 2026 · author #5
  12. GRASS: Gradient-based Adaptive Layer-wise Importance Sampling for Memory-efficient Large Language Model Fine-tuning cs.CL · 2026 · author #8
  13. Why Does Self-Distillation (Sometimes) Degrade the Reasoning Capability of LLMs? cs.CL · 2026 · author #7
  14. Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty cs.AI · 2026 · author #5
  15. Improving Diffusion Planners by Self-Supervised Action Gating with Energies cs.LG · 2026 · author #4
  16. Edge-Aware and Content-Adaptive Infrared Gas Leak Detection for Industrial Safety Monitoring cs.CV · 2025 · author #1
  17. FOAM: Blocked State Folding for Memory-Efficient LLM Training cs.LG · 2025 · author #4
  18. LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers cs.LG · 2025 · author #7
  19. GWT: Scalable Optimizer State Compression for Large Language Model Training cs.LG · 2025 · author #5
  20. HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face cs.CL · 2023 · author #4
  21. Heavy-ball Algorithms Always Escape Saddle Points math.OC · 2019 · author #2
  22. Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension cs.CL · 2019 · author #4
  23. Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification cs.CL · 2019 · author #4
  24. Locality-Sensitive Sketching for Resilient Network Flow Monitoring cs.NI · 2019 · author #2
  25. Correlation Congruence for Knowledge Distillation cs.CV · 2019 · author #7
  26. IF-TTN: Information Fused Temporal Transformation Network for Video Action Recognition cs.CV · 2019 · author #3
  27. Exploring Frame Segmentation Networks for Temporal Action Localization cs.CV · 2019 · author #5
  28. Iteratively reweighted penalty alternating minimization methods with continuation for image deblurring math.OC · 2019 · author #2
  29. Regularity for fully nonlinear elliptic equations with oblique boundary conditions math.AP · 2019 · author #1
  30. A note on the Harnack inequality for elliptic equations in divergence form math.AP · 2019 · author #1
  31. Pointwise Boundary Differentiability of Solutions of Elliptic Equations math.AP · 2019 · author #2
  32. $W^{2,p}$ interior estimates of fully nonlinear elliptic equations math.AP · 2019 · author #1
  33. An Optimal Geometric Condition on Domains for Boundary Differentiability of Solutions of Elliptic Equations math.AP · 2019 · author #1
  34. A Scalable Algorithm for Privacy-Preserving Item-based Top-N Recommendation cs.CR · 2018 · author #2
  35. Collaborative Filtering with Stability cs.LG · 2018 · author #1
  36. Non-ergodic Convergence Analysis of Heavy-Ball Algorithms math.OC · 2018 · author #3
  37. Existence and boundary asymptotic behavior of large solutions of Hessian equations math.AP · 2018 · author #2
  38. An Efficient ADMM-Based Algorithm to Nonconvex Penalized Support Vector Machines stat.ML · 2018 · author #3
  39. Simulation of Heterogeneous Atom Probe Tip Shapes Evolution during Field Evaporation Using a Level Set Method and Different Evaporation Models physics.comp-ph · 2018 · author #2
  40. Modeling Selective Intergranular Oxidation of Binary Alloys physics.chem-ph · 2018 · author #2
  41. Attention-Guided Answer Distillation for Machine Reading Comprehension cs.CL · 2018 · author #5
  42. Read + Verify: Machine Reading Comprehension with Unanswerable Questions cs.CL · 2018 · author #6
  43. Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors cs.CV · 2018 · author #5
  44. Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions cs.CV · 2018 · author #3
  45. Non-ergodic Complexity of Convex Proximal Inertial Gradient Descents math.OC · 2018 · author #3
  46. Crack detection in beam structures with a novel Laplace based Wavelet Finite Element method cs.CE · 2017 · author #2
  47. Wave analysis in one dimensional structures with a wavelet finite element model and precise integration method cs.CE · 2017 · author #3
  48. A pointwise approach to rigidity of almost graphical self-shrinking solutions of mean curvature flows math.AP · 2017 · author #1
  49. A Bernstein problem for special Lagrangian equations in exterior domains math.AP · 2017 · author #1
  50. On the exterior Dirichlet problem for Hessian quotient equations math.AP · 2017 · author #1
  51. Global $W^{2,\delta}$ estimates for singular fully nonlinear elliptic equations with $L^n$ right hand side terms math.AP · 2017 · author #1
  52. Global $W^{2,\delta}$ estimates for a type of singular fully nonlinear elliptic equations math.AP · 2017 · author #1
  53. Exploring Temporal Preservation Networks for Precise Temporal Action Localization cs.CV · 2017 · author #3
  54. S-OHEM: Stratified Online Hard Example Mining for Object Detection cs.CV · 2017 · author #5
  55. Weakly supervised object detection using pseudo-strong labels cs.CV · 2016 · author #2
  56. Existence of Smooth Solutions of the Navier-Stokes Equations math.AP · 2013 · author #1

Mentions

  • 1712.06251 #2 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 1712.01454 #3 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2512.23234 #1 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2606.03203 #4 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2603.02650 #4 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2605.28199 #1 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 1308.3909 #1 · backfill · confidence 0.70 Dongsheng Li
  • 2603.15500 #5 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2603.24472 #7 · arxiv_oai · confidence 0.70 Dongsheng Li
  • 2605.18172 #6 · arxiv_oai · confidence 0.70 Dongsheng Li

Frequent Coauthors