Noam Koenigstein
15 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(5)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(12)
🤝
Dynamic Duo
(12)
🏆
Keyword Champion
(2)
🗃️
Keyword Collector
(70)
💎
Century Club
(12)
Conferences
AAAI (5)
ACL (3)
EMNLP (3)
ICCV (3)
IJCNLP (1)
Top co-authors
Keywords
feature attribution
(3)
explanation map
(2)
recommender system
(2)
representation learning
(2)
language model
(2)
large language model
(2)
path integration
(2)
matrix factorization
(1)
bayesian learning
(1)
zero-shot learning
(1)
factual accuracy
(1)
explainable ai
(1)
knowledge distillation
(1)
deep learning
(1)
attention mechanism
(1)
variational inference
(1)
user-item embedding
(1)
benchmark dataset
(1)
variational autoencoder
(1)
visual similarity
(1)
Papers
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
AAAI 2026
Fidelity-Aware Recommendation Explanations via Stochastic Path Integration
AAAI 2026
Extracting Interaction-Aware Monosemantic Concepts in Recommender Systems
AAAI 2026
Soft Local Completeness: Rethinking Completeness in XAI
ICCV 2025
BEE: Metric-Adapted Explanations via Baseline Exploration-Exploitation
AAAI 2025
LLM Explainability via Attributive Masking Learning
EMNLP 2024
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers
ACL 2024
Improving LLM Attributions with Randomized Path-Integration
EMNLP 2024
Visual Explanations via Iterated Integrated Attributions
ICCV 2023
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond
ICCV 2023
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
IJCNLP 2021
Self-Supervised Document Similarity Ranking via Contextualized Language Models and Hierarchical Inference
ACL 2021
RecoBERT: A Catalog Language Model for Text-Based Recommendations
EMNLP 2020
Bayesian Hierarchical Words Representation Learning
ACL 2020
Scalable Attentive Sentence Pair Modeling via Distilled Sentence Embedding
AAAI 2020