Scholar
Feng Liu
Google Scholar ID: 8Y9iUz0AAAAJ
Assistant Professor, Drexel University
Computer Vision
Pattern Recognition
Machine Learning
Biometrics
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Citations & Impact
All-time
Citations
2,394
H-index
21
i10-index
25
Publications
20
Co-authors
17
list available
Contact
Email
fl397@drexel.edu
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Publications
8 items
From 3D Pose to Prose: Biomechanics-Grounded Vision--Language Coaching
2026
Cited
0
From Prediction to Diagnosis: Reasoning-Aware AI for Photovoltaic Defect Inspection
2026
Cited
0
BioGait-VLM: A Tri-Modal Vision-Language-Biomechanics Framework for Interpretable Clinical Gait Assessment
2026
Cited
0
OrgFlow: Generative Modeling of Organic Crystal Structures from Molecular Graphs
2026
Cited
0
IDSelect: A RL-Based Cost-Aware Selection Agent for Video-based Multi-Modal Person Recognition
2026
Cited
0
Can Multimodal LLMs See Science Instruction? Benchmarking Pedagogical Reasoning in K-12 Classroom Videos
2026
Cited
0
DrawSim-PD: Simulating Student Science Drawings to Support NGSS-Aligned Teacher Diagnostic Reasoning
2026
Cited
0
LocalScore: Local Density-Aware Similarity Scoring for Biometrics
2026
Cited
0
Resume (English only)
Academic Achievements
Serving as Area Chair for CVPR 2026, ICLR 2026, BMVC 2025, ACM MM 2025, FG 2025, IJCNN 2025, FG 2024, etc.
Recognized as ICCV 2025 Outstanding Reviewer
Multiple papers accepted at top-tier conferences and journals, including:
— ICCV 2025: HAMoBE
— CVPR 2025: SapiensID, AG-VPReID
— ECCV 2024: Open-Set Biometrics
— CVPR 2024: Three papers
— WACV 2024: FarSight
— ICCV 2023: Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification
— CVPR 2023: DCFace
— IEEE TPAMI: Learning Implicit Functions for Dense 3D Shape Correspondence of Generic Objects
— NeurIPS 2022: Cluster and Aggregate: Face Recognition with Large Probe Set
— ECCV 2022: 2D GANs Meet Unsupervised Single-View 3D Reconstruction, Controllable and Guided Face Synthesis for Unconstrained Face Recognition
— NeurIPS 2021: Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image
— IJCV: Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation
— CVPR 2021: Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction
— NeurIPS 2020 (Oral presentation, 1.1% acceptance rate): Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence
Background
Assistant Professor in the Department of Computer Science at Drexel University
Research interests include: 3D Computer Vision (3D object/scene understanding, 3D generation, VR/AR, 3D vision+language understanding)
AI + X (Education, Healthcare)
3D Human Digitization (Modeling, reconstruction and rendering, Biomechanics)
Generative AI (Explainability, generalization and controllability in generative models, DeepFake detection)
Biometric Recognition (Face and gait recognition, Person re-identification)
Co-authors
17 total
Xiaoming Liu
Anil K. and Nandita Jain Endowed Professor; MSU Foundation Professor, CSE, Michigan State University
Anil K. Jain
Michigan State University
Qijun Zhao
Professor of Computer Science, Sichuan University
Minchul Kim
Michigan State University
Co-author 5
Yiyang Su
Michigan State University
Zhiyuan Ren
Michigan State University
Arun Ross
Professor | Michigan State University
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