PPaperPicks

Lior Wolf

Tel Aviv University, Blavatnik School of Computer Science, Israel

35 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5578-8892 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×8ACL ×4ICML ×4AAAI ×3EMNLP ×3NeurIPS ×3AISTATS ×2CVPR ×2EACL ×2InterSpeech ×1NAACL ×1UAI ×1WACV ×1

Frequent coauthors

Itamar Zimerman
×10
Shahar Katz
×7
Hila Chefer
×4
Ameen Ali
×3
Ariel Shaulov
×3
Yoni Choukroun
×3
Barak Battash
×3
Ofir Lindenbaum
×3
Idan Schwartz
×2
Gal Chechik
×2
Amit Rozner
×2
Mor Geva
×2

Papers

  1. AlignTree: Efficient Defense Against LLM Jailbreak Attacks
    AAAI 2026 ·
    Gil Goren
    ,
    Shahar Katz
    , Lior Wolf
  2. Detection-Driven Object Count Optimization for Text-to-Image Diffusion Models
    WACV 2026 ·
    Oz Zafar
    ,
    Yuval Cohen
    , Lior Wolf,
    Idan Schwartz
  3. Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance
    ACL 2026 ·
    Bar Alon
    ,
    Itamar Zimerman
    , Lior Wolf
  4. Mitigating Copy Bias in In-Context Learning through Neuron Pruning
    EACL 2026 ·
    Ameen Ali
    , Lior Wolf,
    Ivan Titov
  5. Safeguarding Language Models via Self-Destruct Trapdoor
    EACL 2026 ·
    Shahar Katz
    ,
    Bar Alon
    ,
    Ariel Shaulov
    , Lior Wolf,
    Mahmood Sharif
  6. TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors
    ACL 2026 ·
    Ido Andrew Atad
    ,
    Itamar Zimerman
    ,
    Shahar Katz
    , Lior Wolf
  7. Adapting to the Unknown: Training-Free Audio-Visual Event Perception with Dynamic Thresholds
    CVPR 2025 ·
    Eitan Shaar
    ,
    Ariel Shaulov
    ,
    Gal Chechik
    , Lior Wolf
  8. Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models
    ICLR 2025 ·
    Yoad Tewel
    ,
    Rinon Gal
    ,
    Dvir Samuel
    ,
    Yuval Atzmon
    , Lior Wolf,
    Gal Chechik
  9. DeciMamba: Exploring the Length Extrapolation Potential of Mamba
    ICLR 2025 ·
    Assaf Ben-Kish
    ,
    Itamar Zimerman
    ,
    Shady Abu-Hussein
    ,
    Nadav Cohen
    ,
    Amir Globerson
    , Lior Wolf,
    Raja Giryes
  10. Discovering Directions of Uncertainty in Speech Inpainting
    InterSpeech 2025 ·
    Kfir Cohen
    , Lior Wolf,
    Bracha Laufer-Goldshtein
  11. Execution Guided Line-by-Line Code Generation
    NeurIPS 2025 ·
    Boaz Lavon
    ,
    Shahar Katz
    , Lior Wolf
  12. Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
    ICLR 2025 ·
    Itamar Zimerman
    ,
    Ameen Ali
    , Lior Wolf
  13. FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation
    NeurIPS 2025 ·
    Ariel Shaulov
    ,
    Itay Hazan
    , Lior Wolf,
    Hila Chefer
  14. Reversed Attention: On The Gradient Descent Of Attention Layers In GPT
    NAACL 2025 ·
    Shahar Katz
    , Lior Wolf
  15. Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability
    NeurIPS 2025 ·
    Yarden Bakish
    ,
    Itamar Zimerman
    ,
    Hila Chefer
    , Lior Wolf
  16. Segment-Based Attention Masking for GPTs
    ACL 2025 ·
    Shahar Katz
    ,
    Liran Ringel
    ,
    Yaniv Romano
    , Lior Wolf
  17. SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception
    CVPR 2025 ·
    Yaniv Benny
    , Lior Wolf
  18. The Hidden Attention of Mamba Models
    ACL 2025 ·
    Ameen Ali
    ,
    Itamar Zimerman
    , Lior Wolf
  19. VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
    ICML 2025 ·
    Hila Chefer
    ,
    Uriel Singer
    ,
    Amit Zohar
    ,
    Yuval Kirstain
    ,
    Adam Polyak
    ,
    Yaniv Taigman
    , Lior Wolf,
    Shelly Sheynin
  20. A 2-Dimensional State Space Layer for Spatial Inductive Bias
    ICLR 2024 ·
    Ethan Baron
    ,
    Itamar Zimerman
    , Lior Wolf
  21. A Foundation Model for Error Correction Codes
    ICLR 2024 ·
    Yoni Choukroun
    , Lior Wolf
  22. Anomaly Detection with Variance Stabilized Density Estimation
    UAI 2024 ·
    Amit Rozner
    ,
    Barak Battash
    ,
    Henry Li
    , Lior Wolf,
    Ofir Lindenbaum
  23. Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
    EMNLP 2024 ·
    Shahar Katz
    ,
    Yonatan Belinkov
    ,
    Mor Geva
    , Lior Wolf
  24. Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
    ICML 2024 ·
    Itamar Zimerman
    ,
    Moran Baruch
    ,
    Nir Drucker
    ,
    Gilad Ezov
    ,
    Omri Soceanu
    , Lior Wolf
  25. Deep Quantum Error Correction
    AAAI 2024 ·
    Yoni Choukroun
    , Lior Wolf
  26. Diverse and Aligned Audio-to-Video Generation via Text-to-Video Model Adaptation
    AAAI 2024 ·
    Guy Yariv
    ,
    Itai Gat
    ,
    Sagie Benaim
    , Lior Wolf,
    Idan Schwartz
    ,
    Yossi Adi
  27. Dynamic Layer Tying for Parameter-Efficient Transformers
    ICLR 2024 ·
    Tamir David Hay
    , Lior Wolf
  28. Knowledge Editing in Language Models via Adapted Direct Preference Optimization
    EMNLP 2024 ·
    Amit Rozner
    ,
    Barak Battash
    , Lior Wolf,
    Ofir Lindenbaum
  29. LLM Questionnaire Completion for Automatic Psychiatric Assessment
    EMNLP 2024 ·
    Gony Rosenman
    ,
    Talma Hendler
    , Lior Wolf
  30. Learning Linear Block Error Correction Codes
    ICML 2024 ·
    Yoni Choukroun
    , Lior Wolf
  31. Multi-Dimensional Hyena for Spatial Inductive Bias
    AISTATS 2024 ·
    Itamar Zimerman
    , Lior Wolf
  32. Revisiting the Noise Model of Stochastic Gradient Descent
    AISTATS 2024 ·
    Barak Battash
    , Lior Wolf,
    Ofir Lindenbaum
  33. Separate and Diffuse: Using a Pretrained Diffusion Model for Better Source Separation
    ICLR 2024 ·
    Shahar Lutati
    ,
    Eliya Nachmani
    , Lior Wolf
  34. The Hidden Language of Diffusion Models
    ICLR 2024 ·
    Hila Chefer
    ,
    Oran Lang
    ,
    Mor Geva
    ,
    Volodymyr Polosukhin
    ,
    Assaf Shocher
    ,
    Michal Irani
    ,
    Inbar Mosseri
    , Lior Wolf
  35. Viewing Transformers Through the Lens of Long Convolutions Layers
    ICML 2024 ·
    Itamar Zimerman
    , Lior Wolf