Mingfu Liang
Scholar

Mingfu Liang

Google Scholar ID: _uUUvt4AAAAJ
Meta | Northwestern University
Machine LearningComputer VisionIncremental LearningContinual Learning
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Citations & Impact
All-time
Citations
436
 
H-index
11
 
i10-index
15
 
Publications
20
 
Co-authors
31
list available
Contact
No contact links provided.
Publications
9 items
A Replicate-and-Quantize Strategy for Plug-and-Play Load Balancing of Sparse Mixture-of-Experts LLMs
2026
Cited
0
Generative Reasoning Re-ranker
2026
Cited
0
AutoScape: Geometry-Consistent Long-Horizon Scene Generation
2025
Cited
0
AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity
2025
Cited
0
WHEN TO ACT, WHEN TO WAIT: Modeling Structural Trajectories for Intent Triggerability in Task-Oriented Dialogue
2025
Cited
0
Incremental Object Keypoint Learning
2025
Cited
0
External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation
2025
Cited
0
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit
2025
Cited
0
Resume (English only)
Co-authors
31 total
Zhongzhan Huang (黄中展)
Zhongzhan Huang (黄中展)
Tsinghua University
Senwei (Sam) Liang
Senwei (Sam) Liang
Texas Tech University
Haizhao Yang
Haizhao Yang
Department of Mathematics, Department of Computer Science, University of Maryland College Park
Co-author 4
Co-author 4
Shanshan Zhong
Shanshan Zhong
Carnegie Mellon University
Co-author 6
Co-author 6
Samuel Schulter
Samuel Schulter
Amazon AGI
Shiyu Zhao (赵世雨)
Shiyu Zhao (赵世雨)
PhD student of Computer Scicence, Rutgers University