Danni Liu
Scholar

Danni Liu

Google Scholar ID: cCO0x_AAAAAJ
PhD student, Karlsruhe Institute of Technology
natural language processingmachine translationmultilinguality
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Citations & Impact
All-time
Citations
278
 
H-index
8
 
i10-index
7
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
11 items
KV$^2$: A Self-Refining KV Cache
2026
Cited
0
Predicting Steering Vectors and Adapter Weights for Few-Shot Author-Style Transfer
2026
Cited
0
Why We Need Speech to Evaluate Speech Translation
2026
Cited
0
Beyond Compliance: A Resistance-Informed Motivation Reasoning Framework for Challenging Psychological Client Simulation
2026
Cited
0
Conditions for Catastrophic Forgetting in Multilingual Translation
2025
Cited
0
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
2025
Cited
0
KIT's Low-resource Speech Translation Systems for IWSLT2025: System Enhancement with Synthetic Data and Model Regularization
2025
Cited
0
Embodied Escaping: End-to-End Reinforcement Learning for Robot Navigation in Narrow Environment
2025
Cited
0
Resume
Research Experience
  • Served as a research intern at Meta AI and Nuance Communications.
Education
  • Currently a final-year Ph.D. candidate at Karlsruhe Institute of Technology (KIT), advised by Jan Niehues; previously completed M.Sc. in Artificial Intelligence at Maastricht University, also under the supervision of Jan Niehues.
Background
  • Research interests include cross-lingual and cross-modal generalization, speech processing, and LLM controllability and safety. Previously worked as a business intelligence consultant at Open Line.