• Jul. 2026: One paper on an omnimodal progressive reasoning agent for segmentation was submitted to AAAI-2027.
  • Jul. 2026: 🎉 One paper on temporal forgery localization (MG-RWKV) was accepted by ECCV-2026.
  • Jun. 2026: One paper on desktop GUI agent benchmark (DeskCraft) has been submitted to EMNLP-2026.
  • May. 2026: Natural-Language Agent Harnesses (NLAHs) was submitted to NeurIPS-2026.
  • Apr. 2026: 🎉 NLAHs featured in DAIR.AI's Weekly Top 10 Papers!
  • Apr. 2026: One technical report on agent framework (Cognitive Kernel-Pro) was released on arXiv.
  • Mar. 2026: 🔥 NLAHs reached alphaXiv Hot #1 and received 550K+ views on X.
  • Mar. 2026: One paper on weakly-supervised COD was accepted by CVPR-2026.
  • Mar. 2026: One paper on agent systems has been submitted to ECCV-2026.
  • Mar. 2026: 3 papers on LLM agents have been submitted to EMNLP-2026.
  • Mar. 2025: One paper on cross-modal person re-identification was accepted by ICME-2025 (Oral).
  • Dec. 2024: One paper on zero-shot referring image segmentation was accepted by AAAI-2025.