PPaperPicks

Ehsan Abbasnejad

17 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICLR ×4NeurIPS ×4AAAI ×2CVPR ×2ACL ×1ACSAC ×1ESORICS ×1ICCV ×1ICML ×1

Frequent coauthors

Damith C. Ranasinghe
×6
Damien Teney
×6
Cristian Rodriguez Opazo
×4
Anton van den Hengel
×4
Paul Montague
×3
Tamas Abraham
×3
Bao Gia Doan
×3
Paul Albert
×3
Frederic Z. Zhang
×3
Viet Quoc Vo
×2
Hamed Damirchi
×2
Afshar Shamsi
×2

Papers

  1. Certified but Fooled! Breaking Certified Defenses with Ghost Certificates
    AAAI 2026 ·
    Viet Quoc Vo
    ,
    Tashreque Mohammed Haq
    ,
    Paul Montague
    ,
    Tamas Abraham
    , Ehsan Abbasnejad,
    Damith C. Ranasinghe
  2. Truth as a Trajectory: What Internal Representations Reveal About Large Language Model Reasoning
    ACL 2026 ·
    Hamed Damirchi
    ,
    Imezadelajara
    , Ehsan Abbasnejad,
    Afshar Shamsi
    ,
    Zhen Zhang
    ,
    Javen Qinfeng Shi
  3. Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks
    AAAI 2025 ·
    Bao Gia Doan
    ,
    Afshar Shamsi
    ,
    Xiao-Yu Guo
    ,
    Arash Mohammadi
    ,
    Hamid Alinejad-Rokny
    ,
    Dino Sejdinovic
    ,
    Damien Teney
    ,
    Damith C. Ranasinghe
    , Ehsan Abbasnejad
  4. Do Deep Neural Network Solutions Form a Star Domain?
    ICLR 2025 ·
    Ankit Sonthalia
    ,
    Alexander Rubinstein
    , Ehsan Abbasnejad,
    Seong Joon Oh
  5. Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild
    CVPR 2025 ·
    Damien Teney
    ,
    Liangze Jiang
    ,
    Florin Gogianu
    , Ehsan Abbasnejad
  6. Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency
    NeurIPS 2025 ·
    Van-Anh Nguyen
    ,
    Trung Le
    ,
    Mehrtash Harandi
    , Ehsan Abbasnejad,
    Thanh-Toan Do
    ,
    Dinh Phung
  7. Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
    NeurIPS 2025 ·
    Ignacio Meza De La Jara
    ,
    Cristian Rodriguez Opazo
    ,
    Damien Teney
    ,
    Damith Ranasinghe
    , Ehsan Abbasnejad
  8. RandLoRA: Full rank parameter-efficient fine-tuning of large models
    ICLR 2025 ·
    Paul Albert
    ,
    Frederic Z. Zhang
    ,
    Hemanth Saratchandran
    ,
    Cristian Rodriguez Opazo
    ,
    Anton van den Hengel
    , Ehsan Abbasnejad
  9. Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling
    ICLR 2025 ·
    Cristian Rodriguez Opazo
    , Ehsan Abbasnejad,
    Damien Teney
    ,
    Hamed Damirchi
    ,
    Edison Marrese-Taylor
    ,
    Anton van den Hengel
  10. Towards Higher Effective Rank in Parameter-Efficient Fine-Tuning Using Khatri-Rao Product
    ICCV 2025 ·
    Paul Albert
    ,
    Frederic Z. Zhang
    ,
    Hemanth Saratchandran
    ,
    Anton van den Hengel
    , Ehsan Abbasnejad
  11. BLURD: Benchmarking and Learning using a Unified Rendering and Diffusion Model
    NeurIPS 2024 ·
    Boris Repasky
    , Ehsan Abbasnejad,
    Anthony R. Dick
  12. Bayesian Learned Models Can Detect Adversarial Malware for Free
    ESORICS 2024 ·
    Bao Gia Doan
    ,
    Dang Quang Nguyen
    ,
    Paul Montague
    ,
    Tamas Abraham
    ,
    Olivier Y. de Vel
    ,
    Seyit Camtepe
    ,
    Salil S. Kanhere
    , Ehsan Abbasnejad,
    Damith C. Ranasinghe
  13. Brusleattack: a Query-Efficient Score- based Black-Box Sparse Adversarial Attack
    ICLR 2024 ·
    Viet Quoc Vo
    , Ehsan Abbasnejad,
    Damith Ranasinghe
  14. Knowledge Composition using Task Vectors with Learned Anisotropic Scaling
    NeurIPS 2024 ·
    Frederic Z. Zhang
    ,
    Paul Albert
    ,
    Cristian Rodriguez Opazo
    ,
    Anton van den Hengel
    , Ehsan Abbasnejad
  15. Neural Redshift: Random Networks are not Random Functions
    CVPR 2024 ·
    Damien Teney
    ,
    Armand Mihai Nicolicioiu
    ,
    Valentin Hartmann
    , Ehsan Abbasnejad
  16. On the Credibility of Backdoor Attacks Against Object Detectors in the Physical World
    ACSAC 2024 ·
    Bao Gia Doan
    ,
    Dang Quang Nguyen
    ,
    Callum Lindquist
    ,
    Paul Montague
    ,
    Tamas Abraham
    ,
    Olivier Y. de Vel
    ,
    Seyit Camtepe
    ,
    Salil S. Kanhere
    , Ehsan Abbasnejad,
    Damith C. Ranasinghe
  17. Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup
    ICML 2024 ·
    Damien Teney
    ,
    Jindong Wang
    , Ehsan Abbasnejad