News

recent updates

  1. HCGREC is accepted by CIKM 2026, recovering useful learning signals from unreachable rewards in generative recommendation.
    Paper DOI
  2. HARNESS-R1 is available on arXiv for learning to edit executable runtime harnesses from agent failure trajectories.
    Code
  3. VAD is available on arXiv for visual-evidence attribution in multimodal on-policy distillation.
    Code
  4. SKILLRISE is available on arXiv for cross-task skill evolution with agentic reinforcement learning.
  5. MOTOR and DIFFCOLD are accepted by ECML-PKDD (CCF-B) 2026.
  6. MMSKILLS is released.
    Project Code Dataset
  7. LOOPTOOL and the PROCESS REWARD MODEL SURVEY are accepted by ACL 2026 Main Conference.
    Code
  8. SWE-CYCLE is available on arXiv for benchmarking code agents across the complete issue resolution cycle.
  9. MUSEAGENT is available on arXiv for multimodal reasoning with stateful experiences.
  10. FINTS is available on arXiv for efficient inference-time personalization of LLMs.
  11. AUTOGRAPH is accepted by KDD 2025.
  12. ALIGNREC is available on arXiv and appears at CIKM 2024.
  13. 3D DIFFUSION POLICY is available on arXiv and appears at RSS 2024.
  14. CLICKPROMPT is available on arXiv and appears at WWW 2024.
  15. CODEAPEX is available on arXiv as a bilingual programming benchmark for large language models.