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Soheil Feizi

University of Maryland (UMD), Reliable AI Lab, College Park, MD, USA

31 papers at tracked venues · 23 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0944-8242 ↗Google Scholar ↗Homepage ↗

Venues

ICLR ×7NeurIPS ×7EMNLP ×5ACL ×4AAAI ×2EACL ×2ICML ×2CVPR ×1PerCom ×1

Frequent coauthors

Samyadeep Basu
×12
Keivan Rezaei
×6
Priyatham Kattakinda
×6
Vinu Sankar Sadasivan
×5
Sriram Balasubramanian
×5
Yize Cheng
×5
Wenxiao Wang
×5
Mehrdad Saberi
×5
Shoumik Saha
×5
Mazda Moayeri
×5
Atoosa Malemir Chegini
×4
Varun Manjunatha
×3

Papers

  1. Attacker's Noise Can Manipulate Your Audio-based LLM in the Real World
    EACL 2026 ·
    Vinu Sankar Sadasivan
    , Soheil Feizi,
    Rajiv Mathews
    ,
    Lun Wang
  2. Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models
    EACL 2026 ·
    Sriram Balasubramanian
    ,
    Samyadeep Basu
    ,
    Koustava Goswami
    ,
    Ryan Anthony Rossi
    ,
    Varun Manjunatha
    ,
    Roshan Santhosh
    ,
    Ruiyi Zhang
    , Soheil Feizi,
    Nedim Lipka
  3. Schoenfeld's Anatomy of Mathematical Reasoning by Language Models
    ACL 2026 ·
    Ming Li
    ,
    Chenrui Fan
    ,
    Yize Cheng
    , Soheil Feizi,
    Tianyi Zhou
  4. Your LLM Agents are Temporally Blind: The Misalignment Between Tool Use Decisions and Human Time Perception
    ACL 2026 ·
    Yize Cheng
    ,
    Arshia Soltani Moakhar
    ,
    Chenrui Fan
    ,
    Parsa Hosseini
    ,
    Kazem Faghih
    ,
    Zahra Sodagar
    ,
    Wenxiao Wang
    , Soheil Feizi
  5. A Closer Look at Bias and Chain-of-Thought Faithfulness of Large (Vision) Language Models
    EMNLP 2025 ·
    Sriram Balasubramanian
    ,
    Samyadeep Basu
    , Soheil Feizi
  6. A Technical Report on "Erasing the Invisible": The 2024 NeurIPS Competition on Stress Testing Image Watermarks
    NeurIPS 2025 ·
    Mucong Ding
    ,
    Bang An
    ,
    Tahseen Rabbani
    ,
    Chenghao Deng
    ,
    Anirudh Satheesh
    ,
    Souradip Chakraborty
    ,
    Mehrdad Saberi
    ,
    Yuxin Wen
    ,
    Kyle Sang
    ,
    Aakriti Agrawal
    ,
    Xuandong Zhao
    ,
    Mo Zhou
    ,
    Mary-Anne Hartley
    ,
    Lei Li
    ,
    Yu-Xiang Wang
    ,
    Vishal M. Patel
    , Soheil Feizi,
    Tom Goldstein
    ,
    Furong Huang
  7. Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text
    NeurIPS 2025 ·
    Yize Cheng
    ,
    Vinu Sankar Sadasivan
    ,
    Mehrdad Saberi
    ,
    Shoumik Saha
    , Soheil Feizi
  8. Almost AI, Almost Human: The Challenge of Detecting AI-Polished Writing
    ACL 2025 ·
    Shoumik Saha
    , Soheil Feizi
  9. DyePack: Provably Flagging Test Set Contamination in LLMs Using Backdoors
    EMNLP 2025 ·
    Yize Cheng
    ,
    Wenxiao Wang
    ,
    Mazda Moayeri
    , Soheil Feizi
  10. How Learnable Grids Recover Fine Detail in Low Dimensions: A Neural Tangent Kernel Analysis of Multigrid Parametric Encodings
    ICLR 2025 ·
    Samuel Audia
    , Soheil Feizi,
    Matthias Zwicker
    ,
    Dinesh Manocha
  11. Localizing Knowledge in Diffusion Transformers
    NeurIPS 2025 ·
    Arman Zarei
    ,
    Samyadeep Basu
    ,
    Keivan Rezaei
    ,
    Zihao Lin
    ,
    Sayan Nag
    , Soheil Feizi
  12. Mitigating Compositional Failures in Text-to-Image Models with Causal Text Embedding Refinement
    PerCom 2025 ·
    Arman Zarei
    ,
    Keivan Rezaei
    ,
    Samyadeep Basu
    ,
    Mehrdad Saberi
    ,
    Mazda Moayeri
    ,
    Priyatham Kattakinda
    ,
    Adrienne Raglin
    ,
    Anjon Basak
    , Soheil Feizi
  13. RePanda: Pandas-powered Tabular Verification and Reasoning
    ACL 2025 ·
    Atoosa Malemir Chegini
    ,
    Keivan Rezaei
    ,
    Hamid Eghbalzadeh
    , Soheil Feizi
  14. Rethinking Artistic Copyright Infringements In the Era Of Text-to-Image Generative Models
    ICLR 2025 ·
    Mazda Moayeri
    ,
    Sriram Balasubramanian
    ,
    Samyadeep Basu
    ,
    Priyatham Kattakinda
    ,
    Atoosa Malemir Chegini
    ,
    Robert Brauneis
    , Soheil Feizi
  15. Tool Preferences in Agentic LLMs are Unreliable
    EMNLP 2025 ·
    Kazem Faghih
    ,
    Wenxiao Wang
    ,
    Yize Cheng
    ,
    Siddhant Bharti
    ,
    Gaurang Sriramanan
    ,
    Sriram Balasubramanian
    ,
    Parsa Hosseini
    , Soheil Feizi
  16. Understanding the Effect of using Semantically Meaningful Tokens for Visual Representation Learning
    CVPR 2025 ·
    Neha Mukund Kalibhat
    ,
    Priyatham Kattakinda
    ,
    Sumit Nawathe
    ,
    Arman Zarei
    ,
    Nikita Seleznev
    ,
    Samuel Sharpe
    ,
    Senthil Kumar
    , Soheil Feizi
  17. Unearthing Skill-level Insights for Understanding Trade-offs of Foundation Models
    ICLR 2025 ·
    Mazda Moayeri
    ,
    Vidhisha Balachandran
    ,
    Varun Chandrasekaran
    ,
    Safoora Yousefi
    ,
    Thomas Fel
    , Soheil Feizi,
    Besmira Nushi
    ,
    Neel Joshi
    ,
    Vibhav Vineet
  18. DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness
    ICLR 2024 ·
    Shoumik Saha
    ,
    Wenxiao Wang
    ,
    Yigitcan Kaya
    , Soheil Feizi,
    Tudor Dumitras
  19. Decomposing and Interpreting Image Representations via Text in ViTs Beyond CLIP
    NeurIPS 2024 ·
    Sriram Balasubramanian
    ,
    Samyadeep Basu
    , Soheil Feizi
  20. Distilling Knowledge from Text-to-Image Generative Models Improves Visio-Linguistic Reasoning in CLIP
    EMNLP 2024 ·
    Samyadeep Basu
    ,
    Shell Xu Hu
    ,
    Maziar Sanjabi
    ,
    Daniela Massiceti
    , Soheil Feizi
  21. Fast Adversarial Attacks on Language Models In One GPU Minute
    ICML 2024 ·
    Vinu Sankar Sadasivan
    ,
    Shoumik Saha
    ,
    Gaurang Sriramanan
    ,
    Priyatham Kattakinda
    ,
    Atoosa Malemir Chegini
    , Soheil Feizi
  22. IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
    EMNLP 2024 ·
    Soumya Suvra Ghosal
    ,
    Samyadeep Basu
    , Soheil Feizi,
    Dinesh Manocha
  23. LLM-Check: Investigating Detection of Hallucinations in Large Language Models
    NeurIPS 2024 ·
    Gaurang Sriramanan
    ,
    Siddhant Bharti
    ,
    Vinu Sankar Sadasivan
    ,
    Shoumik Saha
    ,
    Priyatham Kattakinda
    , Soheil Feizi
  24. Localizing and Editing Knowledge In Text-to-Image Generative Models
    ICLR 2024 ·
    Samyadeep Basu
    ,
    Nanxuan Zhao
    ,
    Vlad I. Morariu
    , Soheil Feizi,
    Varun Manjunatha
  25. Loki: Low-rank Keys for Efficient Sparse Attention
    NeurIPS 2024 ·
    Prajwal Singhania
    ,
    Siddharth Singh
    ,
    Shwai He
    , Soheil Feizi,
    Abhinav Bhatele
  26. Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features
    AAAI 2024 ·
    Neha Mukund Kalibhat
    ,
    Kanika Narang
    ,
    Hamed Firooz
    ,
    Maziar Sanjabi
    , Soheil Feizi
  27. On Mechanistic Knowledge Localization in Text-to-Image Generative Models
    ICML 2024 ·
    Samyadeep Basu
    ,
    Keivan Rezaei
    ,
    Priyatham Kattakinda
    ,
    Vlad I. Morariu
    ,
    Nanxuan Zhao
    ,
    Ryan A. Rossi
    ,
    Varun Manjunatha
    , Soheil Feizi
  28. PRIME: Prioritizing Interpretability in Failure Mode Extraction
    ICLR 2024 ·
    Keivan Rezaei
    ,
    Mehrdad Saberi
    ,
    Mazda Moayeri
    , Soheil Feizi
  29. Robustness of AI-Image Detectors: Fundamental Limits and Practical Attacks
    ICLR 2024 ·
    Mehrdad Saberi
    ,
    Vinu Sankar Sadasivan
    ,
    Keivan Rezaei
    ,
    Aounon Kumar
    ,
    Atoosa Malemir Chegini
    ,
    Wenxiao Wang
    , Soheil Feizi
  30. Strong Baselines for Parameter-Efficient Few-Shot Fine-Tuning
    AAAI 2024 ·
    Samyadeep Basu
    ,
    Shell Xu Hu
    ,
    Daniela Massiceti
    , Soheil Feizi
  31. Understanding Information Storage and Transfer in Multi-Modal Large Language Models
    NeurIPS 2024 ·
    Samyadeep Basu
    ,
    Martin Grayson
    ,
    Cecily Morrison
    ,
    Besmira Nushi
    , Soheil Feizi,
    Daniela Massiceti