Leszek Rutkowski
5 papers · 2026–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(11)
⭐
Rising Star
(5)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
knowledge distillation
(2)
false discovery rate
(1)
backdoor defense
(1)
chain-of-thought reasoning
(1)
llm evaluation
(1)
semantic alignment
(1)
adversarial defense
(1)
inference efficiency
(1)
reasoning model
(1)
data contamination
(1)
frequency analysis
(1)
model protection
(1)
visual language model
(1)
logit alignment
(1)
semantic perturbation
(1)
vocabulary alignment
(1)
reinforcement fine-tuning
(1)
training data detection
(1)
cross-tokenizer distillation
(1)
token-level optimization
(1)
Papers
Bridging the Tokenizer Gap: Semantics and Distribution-aware Knowledge Transfer for Unbiased Cross-Tokenizer Distillation
AAAI 2026
Controllable Contamination Detection for Reliable LLM Evaluation with Statistical Guarantees
ACL 2026
Distillation Traps and Guards: A Calibration Knob for LLM Distillability
ACL 2026
SRD: Reinforcement-Learned Semantic Perturbation for Backdoor Defense in VLMs
AAAI 2026
Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model
AAAI 2026