Mahardhika Pratama
Scholar

Mahardhika Pratama

Google Scholar ID: 5nF0eQYAAAAJ
Associate Professor-Level Enterprise Fellow, STEM, University of South Australia
continual learningonline learningstream learningfew-shot learningdomain adaptation
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Citations & Impact
All-time
Citations
4,267
 
H-index
36
 
i10-index
105
 
Publications
20
 
Co-authors
22
list available
Contact
EmailDhika.Pratama@unisa.edu.auTwitterOpen ↗LinkedInOpen ↗
Publications
13 items
KD-MARL: Resource-Aware Knowledge Distillation in Multi-Agent Reinforcement Learning
2026
Cited
0
Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model
2026
Cited
0
Multi-Agent Reinforcement Learning for Heterogeneous Satellite Cluster Resources Optimization
2025
Cited
0
Continual Knowledge Consolidation LORA for Domain Incremental Learning
2025
Cited
0
Source-Free Cross-Domain Continual Learning
2025
Cited
0
Black-Box Time-Series Domain Adaptation via Cross-Prompt Foundation Models
2025
Cited
0
Cross-Domain Few-Shot Learning with Coalescent Projections and Latent Space Reservation
2025
Cited
0
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning
2025
Cited
0
Resume (English only)
Academic Achievements
  • Senior Member, IEEE
  • Associate Editor for multiple international journals including IEEE Transactions on Fuzzy Systems, Information Sciences, Knowledge-based Systems, Evolving Systems, and Journal of Control and Decision
  • Editor-in-Chief, International Journal of Business Intelligence and Data Mining
  • Member of IEEE CIS Technical Committee on Emergent Technologies
  • Program Committee member for major conferences including AAAI, IJCAI, ICONIP, ICMLA, FUZZ-IEEE, and CIKM
Co-authors
22 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Md Meftahul Ferdaus
Md Meftahul Ferdaus
University of New Orleans, Postdoctoral Research Scientist
Jie LU AO, FIEEE, FIFSA, FACS, Australian Laureate Fellow, Australian Industry Laureate Fellow
Jie LU AO, FIEEE, FIFSA, FACS, Australian Laureate Fellow, Australian Industry Laureate Fellow
Distinguished Professor, Director of Australian Artificial Intelligence Institute
Suresh Sundaram
Suresh Sundaram
Professor, Chair Cyber Physical System, Dept of Aerospace Engineering, Indian Institute of Science
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Yew-Soon Ong
Yew-Soon Ong
President Chair Professor of Computer Science, A*Star AI Chief Scientist, FIEEE