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Le Sun

Identifiers

  • name variant Le Sun 0.60 · backfill

Papers (31)

  1. QDS-SNN: Energy-efficient Quantum Deeply-Supervised Spiking Neural Network Algorithm for Traffic Sign Recognition cs.NE · 2026 · author #3
  2. The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development? cs.AI · 2026 · author #11
  3. Combinatorial Synthesis: Scaling Code RLVR via Atomic Decomposition and Recombination cs.CL · 2026 · author #9
  4. Your Teacher Can't Help You Here: Combating Supervision Fidelity Decay in On-Policy Distillation cs.CL · 2026 · author #8
  5. LiteCoder-Terminal: Scaling Long-Horizon Terminal Environments for Learning Language Agents cs.CL · 2026 · author #8
  6. MetaphorVU: Towards Metaphorical Video Understanding cs.CV · 2026 · author #16
  7. Vision-OPD: Learning to See Fine Details for Multimodal LLMs via On-Policy Self-Distillation cs.CV · 2026 · author #5
  8. Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards cs.CL · 2026 · author #7
  9. LiveFMBench: Unveiling the Power and Limits of Agentic Workflows in Specification Generation cs.SE · 2026 · author #11
  10. ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models cs.SE · 2026 · author #11
  11. All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG cs.CL · 2026 · author #12
  12. Beyond Text-Dominance: Understanding Modality Preference of Omni-modal Large Language Models cs.AI · 2026 · author #6
  13. Towards Real-world Human Behavior Simulation: Benchmarking Large Language Models on Long-horizon, Cross-scenario, Heterogeneous Behavior Traces cs.CL · 2026 · author #12
  14. P^2O: Joint Policy and Prompt Optimization cs.LG · 2026 · author #9
  15. Decoupling Reasoning and Confidence: Resurrecting Calibration in Reinforcement Learning from Verifiable Rewards cs.LG · 2026 · author #9
  16. DeepPresenter: Environment-Grounded Reflection for Agentic Presentation Generation cs.AI · 2026 · author #10
  17. Beyond Local Edits: Embedding-Virtualized Knowledge for Broader Evaluation and Preservation of Model Editing cs.CL · 2026 · author #4
  18. Coupled Variational Reinforcement Learning for Language Model General Reasoning cs.CL · 2025 · author #7
  19. MemSearcher: Training LLMs to Reason, Search and Manage Memory via End-to-End Reinforcement Learning cs.CL · 2025 · author #7
  20. When Models Outthink Their Safety: Unveiling and Mitigating Self-Jailbreak in Large Reasoning Models cs.AI · 2025 · author #9
  21. Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation cs.SE · 2025 · author #8
  22. ToolAlpaca: Generalized Tool Learning for Language Models with 3000 Simulated Cases cs.CL · 2023 · author #7
  23. Cost-sensitive Regularization for Label Confusion-aware Event Detection cs.CL · 2019 · author #4
  24. Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks cs.CL · 2019 · author #4
  25. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis cs.CL · 2019 · author #6
  26. Sentence Rewriting for Semantic Parsing cs.CL · 2019 · author #2
  27. NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information Retrieval cs.IR · 2018 · author #7
  28. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing cs.CL · 2018 · author #2
  29. Adaptive Scaling for Sparse Detection in Information Extraction cs.CL · 2018 · author #4
  30. Nugget Proposal Networks for Chinese Event Detection cs.CL · 2018 · author #4
  31. Supervised Anomaly Detection in Uncertain Pseudoperiodic Data Streams cs.AI · 2016 · author #2

Mentions

  • 2606.07657 #3 · arxiv_oai · confidence 0.70 Le Sun
  • 2606.04455 #11 · arxiv_oai · confidence 0.70 Le Sun
  • 2605.31058 #9 · arxiv_oai · confidence 0.70 Le Sun
  • 2605.30833 #8 · arxiv_oai · confidence 0.70 Le Sun
  • 2605.29559 #8 · arxiv_oai · confidence 0.70 Le Sun
  • 2603.09117 #9 · arxiv_oai · confidence 0.70 Le Sun
  • 2605.25461 #16 · arxiv_oai · confidence 0.70 Le Sun
  • 2512.12576 #7 · arxiv_oai · confidence 0.70 Le Sun
  • 2604.08362 #12 · arxiv_oai · confidence 0.70 Le Sun
  • 2605.18740 #5 · arxiv_oai · confidence 0.70 Le Sun
  • 2306.05301 #7 · arxiv_oai · confidence 0.70 Le Sun

Frequent Coauthors