500AI
← People

Sifan Zhou

Source-listed: Final-year Ph.D. student at Southeast University; visiting student at Carnegie Mellon University · Southeast University (SEU)

  • Multimodal AI
  • Language models
  • Efficient ML

Selected work

5
  1. MQuant: Unleashing the Inference Potential of Multimodal Large Language Models via Full Static QuantizationMaintainer · 2025
  2. FastPillars: A Deployment-friendly Pillar-based 3D DetectorFirst author · 2023
  3. LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object DetectionFirst author · 2024
  4. MVCTrack: Boosting 3D Point Cloud Tracking via Multimodal-Guided Virtual CuesFirst author · 2025
  5. Resilient odometry via hierarchical adaptationContributor · 2025