Long-Kai Huang
Scholar

Long-Kai Huang

Google Scholar ID: CaP64WUAAAAJ
Hong Kong Baptist University
Machine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,189
 
H-index
14
 
i10-index
19
 
Publications
20
 
Co-authors
0
 
Publications
7 items
Attention Dispersion in Dynamic Graph Transformers: Diagnosis and a Transferable Fix
2026
Cited
0
Decouple before Integration: Test-time Synthesis of SFT and RLVR Task Vectors
2026
Cited
0
IBCircuit: Towards Holistic Circuit Discovery with Information Bottleneck
2026
Cited
0
Steering Protein Language Models
2025
Cited
0
S-LoRA: Scalable Low-Rank Adaptation for Class Incremental Learning
2025
Cited
0
Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation
arXiv.org · 2024
Cited
3
Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
2024
Cited
1
Resume
Academic Achievements
  • 2025: One paper accepted to NeurIPS 2025
  • 2025: Two papers accepted to ICML 2025
  • 2025: Three papers accepted to ICLR 2025, including one oral presentation
  • 2025: One paper accepted to AAAI 2025
  • 2025: One paper accepted to KDD 2025
  • 2024: Two papers accepted to NeurIPS 2024, including one spotlight presentation
  • 2024: Received ICLR 2024 Outstanding Paper Award Honorable Mention
  • Published multiple papers at top-tier conferences (NeurIPS, ICML, ICLR, AAAI, KDD), with several as corresponding author (†)