Xuyang Liu
Scholar

Xuyang Liu

Google Scholar ID: 9VhMC1QAAAAJ
Sichuan University
Vision-language ModelsModel CompressionToken CompressionTransfer Learning
Citations & Impact
All-time
Citations
209
 
H-index
10
 
i10-index
10
 
Publications
18
 
Co-authors
3
list available
Resume (English only)
Academic Achievements
  • Released MixKV (Oct 2025): a plug-and-play framework enhancing KV compression across LVLMs
  • Published work advocating shift from model-centric to data-centric AI efficiency, ranked #2 Paper of the Day (May 2025)
  • First-author paper M2IST accepted by IEEE TCSVT (Mar 2025)
  • Two papers (ToCa and AutoGnothi) accepted by ICLR 2025 (Feb 2025)
  • Released GlobalCom² (Jan 2025): training-free acceleration for high-resolution LVLMs via dynamic tiling
  • Co-first author paper V-PETL Bench accepted by NeurIPS 2024 (Sep 2024)
  • Multiple conference publications at ICLR 2025, NeurIPS D&B Track 2024, ICASSP 2024 (Oral), ICME 2024, etc.
  • Journal paper M2IST published in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
Research Experience
  • Research Intern at OPPO Research Institute, supervised by Prof. Lei Zhang (PolyU HK, IEEE Fellow)
  • Interned at Ant Security Lab, working on GUI Agent
  • Worked at Taobao & Tmall Group on Efficient MLLM
  • Visited MiLAB at Westlake University for half a year under the supervision of Prof. Donglin Wang
  • Collaborates closely with Dr. Siteng Huang (DAMO Academy) and Prof. Linfeng Zhang (SJTU)