PhD Projects

Working lab notebook for my research projects: status, current plan, and next steps for each, with full experiment records inside every project page.

• Always-On Personal AI Survey · P0 · Writing · LoopAudit P0 passed
  Now: Recode the 18-system evidence matrix under the new channel taxonomy; fix roadmap figure labels
  Next: arXiv v1 (waiting only on author list) → venue selection after the runtime pilot
• MMSkill-RL · P1 · SFT validated · RL next
  Now: Full-scale minimal-SFT manifest (80–100K); RL small debug (1–2K prompts × 4 rollouts)
  Next: Full RL (41,116 × 4 → ×8) + four-arm ablations; target the next ICLR cycle
• FileGram · P2 · ECCV 2026 · rebuttal
  Now: Rebuttal for submission #7267
  Next: Decision → code & data release