PPaperPicks

Manuela Veloso

Carnegie Mellon University, Pittsburgh, USA

29 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6738-238X ↗Google Scholar ↗Homepage ↗

Venues

ICML ×5AAAI ×4EACL ×4ACL ×3ECAI ×3EMNLP ×2NeurIPS ×2UAI ×2ASE ×1ICLR ×1IROS ×1KR ×1

Frequent coauthors

Tucker Balch
×7
Daniele Magazzeni
×6
Xiaomo Liu
×5
Vamsi K. Potluru
×5
Saumitra Mishra
×5
Daniel Borrajo
×4
Niccolò Dalmasso
×4
Tom Bewley
×4
Freddy Lécué
×4
Samuel Mensah
×3
Mathieu Sibue
×3
Pranav Shetty
×3

Papers

  1. Distill and Align Decomposition for Enhanced Claim Verification
    EACL 2026 ·
    Jabez Magomere
    ,
    Elena Kochkina
    ,
    Samuel Mensah
    ,
    Simerjot Kaur
    ,
    Fernando Acero
    ,
    Arturo Oncevay
    ,
    Charese Smiley
    ,
    Xiaomo Liu
    , Manuela Veloso
  2. ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
    EACL 2026 ·
    Mathieu Sibue
    ,
    Andrés Muñoz Garza
    ,
    Samuel Mensah
    ,
    Pranav Shetty
    ,
    Zhiqiang Ma
    ,
    Xiaomo Liu
    , Manuela Veloso
  3. Perturb Your Data: Paraphrase-Guided Training Data Watermarking
    AAAI 2026 ·
    Pranav Shetty
    ,
    Mirazul Haque
    ,
    Petr Babkin
    ,
    Zhiqiang Ma
    ,
    Xiaomo Liu
    , Manuela Veloso
  4. TASER: Table Agents for Schema-guided Extraction and Recommendation
    EACL 2026 ·
    Nicole Cho
    ,
    Kirsty Fielding
    ,
    William Watson
    ,
    Sumitra Ganesh
    , Manuela Veloso
  5. What Makes a Good Query? Measuring the Impact of Human-Confusing Linguistic Features on LLM Performance
    EACL 2026 ·
    William Watson
    ,
    Nicole Cho
    ,
    Sumitra Ganesh
    , Manuela Veloso
  6. A Planning Compilation to Reason About Goal Achievement at Planning Time
    KR 2025 ·
    Alberto Pozanco
    ,
    Marianela Morales
    ,
    Daniel Borrajo
    , Manuela Veloso
  7. AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
    ACL 2025 ·
    Gaurav Verma
    ,
    Rachneet Kaur
    ,
    Nishan Srishankar
    ,
    Zhen Zeng
    ,
    Tucker Balch
    , Manuela Veloso
  8. Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing
    ACL 2025 ·
    Simerjot Kaur
    ,
    Charese Smiley
    ,
    Keshav Ramani
    ,
    Elena Kochkina
    ,
    Mathieu Sibue
    ,
    Samuel Mensah
    ,
    Pietro Totis
    ,
    Cecilia Tilli
    ,
    Toyin Aguda
    ,
    Daniel Borrajo
    , Manuela Veloso
  9. Auditing and Enforcing Conditional Fairness via Optimal Transport
    AAAI 2025 ·
    Mohsen Ghassemi
    ,
    Alan Mishler
    ,
    Niccolò Dalmasso
    ,
    Luhao Zhang
    ,
    Vamsi K. Potluru
    ,
    Tucker Balch
    , Manuela Veloso
  10. Distributionally and Adversarially Robust Logistic Regression via Intersecting Wasserstein Balls
    UAI 2025 ·
    Aras Selvi
    ,
    Eleonora Kreacic
    ,
    Mohsen Ghassemi
    ,
    Vamsi K. Potluru
    ,
    Tucker Balch
    , Manuela Veloso
  11. EncryptedLLM: Privacy-Preserving Large Language Model Inference via GPU-Accelerated Fully Homomorphic Encryption
    ICML 2025 ·
    Leo de Castro
    ,
    Daniel Escudero
    ,
    Adya Agrawal
    ,
    Antigoni Polychroniadou
    , Manuela Veloso
  12. Interpreting Language Reward Models via Contrastive Explanations
    ICLR 2025 ·
    Junqi Jiang
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    ,
    Freddy Lécué
    , Manuela Veloso
  13. LETS-C: Leveraging Text Embedding for Time Series Classification
    ACL 2025 ·
    Rachneet Kaur
    ,
    Zhen Zeng
    ,
    Tucker Balch
    , Manuela Veloso
  14. LLM Agents for Automated Dependency Upgrades
    ASE 2025 ·
    Vali Tawosi
    ,
    Salwa Alamir
    ,
    Xiaomo Liu
    , Manuela Veloso
  15. LSCD: Lomb-Scargle Conditioned Diffusion for Time series Imputation
    ICML 2025 ·
    Elizabeth Fons
    ,
    Alejandro Sztrajman
    ,
    Yousef El-Laham
    ,
    Luciana Ferrer
    ,
    Svitlana Vyetrenko
    , Manuela Veloso
  16. Mixup Regularization: A Probabilistic Perspective
    UAI 2025 ·
    Yousef El-Laham
    ,
    Niccolò Dalmasso
    ,
    Svitlana Vyetrenko
    ,
    Vamsi K. Potluru
    , Manuela Veloso
  17. On Learning Action Costs from Input Plans
    ECAI 2025 ·
    Marianela Morales
    ,
    Alberto Pozanco
    ,
    Giuseppe Canonaco
    ,
    Sriram Gopalakrishnan
    ,
    Daniel Borrajo
    , Manuela Veloso
  18. The Subset Sum Matching Problem
    ECAI 2025 ·
    Yufei Wu
    ,
    Manuel R. Torres
    ,
    Parisa Zehtabi
    ,
    Alberto Pozanco Lancho
    ,
    Michael Cashmore
    ,
    Daniel Borrajo
    , Manuela Veloso
  19. To Steer or Not to Steer? Mechanistic Error Reduction with Abstention for Language Models
    ICML 2025 ·
    Anna Hedström
    ,
    Salim I. Amoukou
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    , Manuela Veloso
  20. Vibrotactile Sensing for Detecting Misalignments in Precision Manufacturing
    IROS 2025 ·
    Kevin Zhang
    ,
    Christopher Chang
    ,
    Shobhit Aggarwal
    , Manuela Veloso,
    F. Zeynep Temel
    ,
    Oliver Kroemer
  21. "What is the value of templates?" Rethinking Document Information Extraction Datasets for LLMs
    EMNLP 2024 ·
    Ran Zmigrod
    ,
    Pranav Shetty
    ,
    Mathieu Sibue
    ,
    Zhiqiang Ma
    ,
    Armineh Nourbakhsh
    ,
    Xiaomo Liu
    , Manuela Veloso
  22. Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates
    AAAI 2024 ·
    Kyle Mana
    ,
    Fernando Acero
    ,
    Stephen Mak
    ,
    Parisa Zehtabi
    ,
    Michael Cashmore
    ,
    Daniele Magazzeni
    , Manuela Veloso
  23. Counterfactual Metarules for Local and Global Recourse
    ICML 2024 ·
    Tom Bewley
    ,
    Salim I. Amoukou
    ,
    Saumitra Mishra
    ,
    Daniele Magazzeni
    , Manuela Veloso
  24. Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
    EMNLP 2024 ·
    Elizabeth Fons
    ,
    Rachneet Kaur
    ,
    Soham Palande
    ,
    Zhen Zeng
    ,
    Tucker Balch
    , Manuela Veloso,
    Svitlana Vyetrenko
  25. Fair Wasserstein Coresets
    NeurIPS 2024 ·
    Zikai Xiong
    ,
    Niccolò Dalmasso
    ,
    Shubham Sharma
    ,
    Freddy Lécué
    ,
    Daniele Magazzeni
    ,
    Vamsi K. Potluru
    ,
    Tucker Balch
    , Manuela Veloso
  26. FairWASP: Fast and Optimal Fair Wasserstein Pre-processing
    AAAI 2024 ·
    Zikai Xiong
    ,
    Niccolò Dalmasso
    ,
    Alan Mishler
    ,
    Vamsi K. Potluru
    ,
    Tucker Balch
    , Manuela Veloso
  27. Progressive Inference: Explaining Decoder-Only Sequence Classification Models Using Intermediate Predictions
    ICML 2024 ·
    Sanjay Kariyappa
    ,
    Freddy Lécué
    ,
    Saumitra Mishra
    ,
    Christopher Pond
    ,
    Daniele Magazzeni
    , Manuela Veloso
  28. Sequential Harmful Shift Detection Without Labels
    NeurIPS 2024 ·
    Salim I. Amoukou
    ,
    Tom Bewley
    ,
    Saumitra Mishra
    ,
    Freddy Lécué
    ,
    Daniele Magazzeni
    , Manuela Veloso
  29. Temporal Fairness in Decision Making Problems
    ECAI 2024 ·
    Manuel R. Torres
    ,
    Parisa Zehtabi
    ,
    Michael Cashmore
    ,
    Daniele Magazzeni
    , Manuela Veloso